45

FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

  • Upload
    others

  • View
    11

  • Download
    0

Embed Size (px)

Citation preview

Page 1: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

����������� ����������� ��� � ������������� "!$#%!�&('*)+�-,/.02143

57698;:=<?>A@CBDFEHGFD�IKJL896MIK@N OQPSRUT2VWPYX�Z[X]\^Z7X]\^_`\ba�XcPdRKeKTf\4gCh7h�X ii jkPYl7mKng[op\4g[l7T qq OsrtZ7XcVuVuPYX]\4g7l[T�vwr"lyxk\4r"z]X�eUe|{2X]R}RKX�l~g7l[Zy�^�;_ �� �`PWVYZ[�fl[�wVS�peKX �� �wh[\4�f�4otv"X]\4e|RUX�o[X�l N�q� xk\4r"��r�R�PYr"l7X�l ic�� �(Pdh$VYrw���c\ba�XcPSRUX�l ic�� �wRKg7Z-P�X�l[�c\ba�XcPSRUX�l iw�

Page 2: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� � I?>��<UI|D��;D E��;DFE�� E��D�I?>$@� E��� � �D� X�op\4e|RKg7o-VHm ngC\^O�g7e|RKX]\4X]\b{ X�l[ltg7l[T���� l[m rf\4���cRbPd{ ���

� XcPSRUX]\�� xk\4r"m��-��\������ l[T���� � � PYX�����l7lO PSRK�c\ba�XcPSRUX]\��!#"%$'&�(*)+"-,/.1032�.145(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'.�4KJLNM O � 2PORQS2PTRQU FHE�$'(*<WVG&X.-!N2'.Y45&X298;Z["%('$72 ?A@B(*,�,/2�CD('EGFH&+I12'. U C U J�M O � 2PO � 2PTS\U^] )�_a`X@N.�bc2�.145(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'. U C U J�M O � 2POed%2PTS\fgFh6 ] E+`%. U 2'.YCi2�jS)e2 ?A@B(*,�,/2�CD('EGFH&+I12'.1LB&/Fhkl298mjRE�(*6l2�M O � 2 � � 2PTRT4BVG(*<WnoVp&X.�J�2'.�45(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U QRORqaM O � 2PO � 2PTRT4BVo<-np$*Vp&X.�b%2'.�45&X298;:r<-s%2 ?A@B(*,�,/2-!#,�,t(*,tE+V/<aEXM O � 2PO � 2PTRq4BVGuaVo<aE+Vp&v.Yw32'.�45(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U qRTRQaM O � 2PORxS2PTRT4�&pV+y%$*Vp&v.lf^"l2'.�45(z6c$7298;:r<c>;2 ?A@B(*,�,/2�CD('EGFH&+I12'.1{}|p~����}�}��M O � 2PORxS2PTR�� <Wkc&+V/,o. U 2 ?;j�VG_�&+VpEH�FH&�(*<1. �H� xaM �v� 2PO � 2P�RQJ%Vo<aE+n/Ve.���2 ?=Z�&+`Rsh&/Fh���}(*Vp&+VG&oM O � 2 � xS2P�R�J�(*,�)+"-Vp&X.1b%2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U M � QS2PO � 2PT �JS&/Fh<c_Y.1fB2PC 2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcC�!Kw��3f5��C�M O � 2PORTS2PTRTL3FH$�$'@B(�Epnh.1J�2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.�4KJLNM � QS2 � xS2PTedL�V/I-"�Fv&+kl.c!N2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U QRORqaM O � 2POed%2PTR�� F�Fe,/.1b%2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12�M O � 2POed%2PT �� Vp(*se$7. U 2'.�45(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U M O � 2POed%2PTS\� `h&+<-V/sRs�VG&X.1b%2'.�45&X298;:r<-s%2 ?A@B(*,�,/2-!#,�,t(*,tE+V/<aEXM O � 2PO � 2PTRx�5] I1Vp&X.�w32'.�4�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'. U C U J�M O � 2PORqS2PTS\� FH&GFhk�Fes%.1fB2 ?;j�VG_�&+VpEH�FH&�(*<1. �H� xS.1jcJ U QRO�qSM O � 2POS\R2PTR�� `R6W61Vh.�:m2 ?;j�VG_�&+VpE �FH&�(*<1. �H� xaM � �S2 � xS2PTRxC�VG&+nh.��32'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.�4KJLNM �v� 2PORTS2PT �C�VG�aVG&X.Y4N2'.14�(*6c$7298;:r<-s%2 ?A@B(*,�,/2�CD('EGFH&+I12'.1LB&/Fhkl298mjRE�(*6l2�M �v� 2POR�S2PTRQ� (*V/��Fe<-<1. � 2'.14�&X298;:=<Wsc2 ?=Z�&+`e>AVo,�,�`e&oM xed%2PORTS2�\ �� �`hE+"l. � 2'.Y45&X298;:=<Wsc2 ?7!5_RFekl2Y�#IYVp&�&GFvEoM O � 2PORxS2P� ��BIYVG&+��F/�SVp&X.���2 ?=Z�&+`Rsh&/Fh���}(*Vp&+VG&oM O � 2POS\R2�\eQ�B"c$*Vp&X.1032'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12�M O � 2 � � 2PTS\Z�F ] $ ] ,/.�4�2'.145&X298;:r<-sc2 ?7!5_RFekl2Y�#IYVp&�&GFvEoM O � 2PORqS2P�S\Z�`R6W6l2�J�2 ?7�V/)+"-<c(�_SVp&oM O � 2PORTS2P� �w5Vp(*<-"W`e$*k1.�Ci2'.Y45(*6c$�298;:=<-s%2 ?A@B(*,�,/2�CD('EGFH&+I12'.1LB&/Fhkl298mjRE�(*6l2�M ORTS2PORQS2PTRTjREpV/����Vp&X.�L�2'.Y45(*6c$72�8;:=<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12�M � qS2 � OS2PTRT��Fv&+<c_SVh.c��2'.l45(*6%$7298;:=<%>;2 ?A@B(*,�,/2�CD('EGFH&+I12'. U C U J�M O � 2POR�S2PTRQ  `�IYVG$7.1C 2'.14�(*6c$7298;:r<c>�2 ?A@B(*,�,/2�CD('EGFH&+I12'.1jcJ U QRORqaM O � 2PO � 2PTR�

x

Page 3: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� n�fe|RKX���[] Fh<l.�fB2 ?;f^"c(*<�F�. � !�j-M O�q�2 Oedc2 TS\�5] Fe<Wsc. �[] .14�&X2 ?;f^"c(*<�F�.c!5u � M O � 2 OR��2 TRT

� � IU6�����M8(E��96��05<aE+Vp& k-V/� !5&+IYVp('E+,�sRV/Ic(*VpE�HC ] ,tE+VG&+Vp&�_SV/<-< ] <Ws��k-V/, �lV/"c&+,tE ] "c$z,�@5('&+k sSFh<-niFH$'$zsRV/��Vp(*< kc(*ViF ] E+`e8��FHE�(*,�)+"WV � &GFh<-,t>�`h&+��FHE�(*`R<�Vp(*<-Vp&�ua`R<iVp(*<WVo� s�VoVp(*s�<-VpEpV/< jSVo<W,�`e&NsRVp$'(*VG>AVG&�E+V/<�Jc`h$*s�V}ua`R<i!#I%EGFe,tE;@gVG&�8E+Vo< Vp(*<-V/,�ja(zsR<�Fv$*,�(*< Vp(*<-V�k-V/< !#<c>A`e&+k-Vp& ] <WsRV/<�kWVG& !#<a@gVo<Wk ] <Ws V/<aE+,�6c&+Vo)�"-V/<-k-V�,t�c� IY`h$'(*,�)+"-V U Vp8,�)+"c&+Vp(*I ] <-s�uaVG&+,tEGFe<Wk-V/<l2 :=<ikWVG& U ('$*kcuaVG&GFv&pIYVp('E ] <Ws�@�Vp&pkWVo<i"%(*VG&�>+�] &�j�V/<-,�`e&+V/<iVG(*<WsRV/,�VGE+npEX. kc(*V ] <aE+VG&05��,tE �Fe<-kWVo<�ua`R� w5V/)+"-<-Vp&�s�Vo,tE+V ] Vp&�E#@�Vp&+k-V/< _ �`�<-<WVo<�`�k-Vp&K�}('E�,�6YV/nG(zVG$'$*Vp& U Vp$*V ] )+"aE ] <Ws�s�VG_a`R6W61Vp$'E,t(*<-k12Bja(*V�$'(*Vp>�Vp&+< :r<c>A`e&+��FHE�(*`�<-V/< (*<�Vp(*<-V/� `�k-Vp&���V/"c&+Vp&+Vo< � Fe<��FH$*V/<l2 U Vp(Kk-Vp&���Vp&GFH&+IYVp('E ] <-s uS`�<n ] ,+Fe����Vo<W" �Fh<-sRV/<-k�s�Vo,�6%&+`%)�"-V/<-VG&KjS6c&GFe)+"WVK@gVG&+kWVo< CD('_�&+`R6W"-`�<-V�Fv$*,Kj�V/<-,�`h&+Vo< uaVG&�@gVo<Wk-VpEX2� (*<-V#,t�c� IY`h$'(*,�)+"-V U Vo,�)+"%&+VG(*I ] <-sN_RFh<-<�n ] � U Vp(*,�6c(*Vp$lVG(*<WV#kc( FhsR<W`R,tE�(*,�)+"-V U Vp@�Vp&�E ] <-s3VG(*<WVG& U ('$*kc8

>A`e$*s�V F ] ,NkWVo� ��V/kc(*np(*<c(*,�)+"WVo< U Vp&+VG(*)+" V/<SE+"�FH$'E+V/<l.k%(*V � &+� ('E�E�$ ] <Wsc. U Vo<WVo<W< ] <-s ] <-k��l`h_RFH$�(*,+FHE�(*`R<Vp(*<-V/,�Vp&�>�`h&+k-Vp&�$'(*)+"-V/< C `�<aEGFes�VGE+Vp('$*,^>+�] &gVG(z<-V/< � Fe<Wk-"�FhI ] <-s�,pF ] E+`��DFvE+Vo< ] �}>7Fe,�,�V/<�`�k-Vp&�F ] ,k-Vp&Bw5Vp86c& �Fh,�Vo<aEGFvE�(z`R<�k-Vp& U V/k-V ] E ] <Ws}Vp(*<-V/,3sRV/,�6%&+`�)+"-V/<-V/< j%FHE+n/Vo,#IYV/,tEpV/"-V/<l2l45(*V�� �`R, ] <Ws�k%(*Vo,�Vp&�! ] >�saFeIYV/<Vp&�>A`h&pkWVG&�Eg,�`X@�`R"%$��[Vp&�>rFh"c&+V/< F ] ,k-Vp&�?7< ] ��Vp&�(*,�)+"-V/<1M jR(*sR<�FH$'uaVG&GFv&+I1Vp('E ] <Ws Fv$*,5F ] )+" F ] ,^k-Vp&�?7,t�c� IY`h8$'(*,�)+"WVo<YM#� (*,�,�Vo<W,muaVG&GFv&+IYVG('E ] <-sc2l45(*V � &+� ('E�E�$ ] <-s�Vp(*<-Vp&�,t�c� IY`e$�(*,�)+"-V/< U V/,�)+"c&+Vp(*I ] <Ws�@5('&+kiF ] )�" FH$*,!#<�FH$'�c,�VNk-V/,#C ] ,tE+Vp&+,5I1V/n/VG(*)+"W<-VpEX24BVG&��lV/"c&+,tE ] "%$�IYVvFv&pIYVp('E+VGE�"�F ] 6%E+,v�Fh)+"c$'(z)+" nG@gVG( �B"WVo��V/<c_a`R��6c$*V+yWVe.5< �Fh�}$'(*)�" @5(*,�,�V/<-,�I�Fe,t(*Vp&�EpV

!#<�FH$'�c,�V3uS`�< U (�$*k-Vp&p< ] <-k U ('$*kW,tE�& �`���Vo<�,�`X@5(*VK�[Vp&+,tEpV/"-V/<�sRV/,�6c&+`�)+"-V/<-Vp&3jS6c&GFh)+"-V ] <-k L�V/<-Vp&�(zVG& ] <WsVp(*<-Vp&#!#<aE;@�`h&�EX2-:=<�k-Vp&�@5(*,�,�V/<-,�I�Fh,t(*VG&�E+V/< U ('$*k�Fh<�FH$��c,�V�@�Vp&+k-V/<�,�`X@�`�"c$lse& ] <-k-,X�FvE+nG$'(*)+"WVK!5&+IYVG(�EpV/< n ] &U ('$*kcuaVG&GFv&+I1Vp('E ] <Ws ] <-k�n ] &�w�Vo6%& �Fh,�Vo<aEGFvE�(*`R< ] <Wk �5] E+n ] <-s�6%&p`�Ic$*V/��,�61V/np(���,�)+"-V/<���(*,�,�V/<-,NFH$*,NF ] )+",�6YVonp(*Vp$'$*VK!5&+IYVG(�EpV/<�n ] & � <aE;@5(*)�_�$ ] <-s3VG(*<WVo,�uS`h$'$*,tEH�Fe<Wkc(*s�Vo<l.�&R�] )�_cs�VG_a`R6W61Vp$'E+V/<�jR�c,mE+V/��,�>+�] & k%(*V5,�)+"c&�('E�8E+"�Fv$'E+Vo<Wk-V^!#<�FH$��W,�V^kc&+Vp(*kc(*��Vo<W,t(*`R<�FH$*Vp&j�n/Vo<-V/< k ] &+)+"-s�VG> �] "%&�EX2 � (z<-V U & �] )�_aVnp@5(*,�)+"-V/<��#(*, ] Fv$'(*,t(*Vp& ] <-s] <Wk !#<�FH$'�c,�V�@5('&+k (*� j�`�<-kWVG&�>A`e&+,�)+" ] <WsR,�IYVG&+Vp(*)+"�Q�ORq�� ('E kWVo� �5"-V/�DF��HC `�kWVG$'$*I�Fe,t(*Vp&�EpV�!#<�FH$'�c,�V] <Wk �#(*, ] FH$'(*,t(*Vp& ] <Ws�_a`R��6c$*V+yWVp&5jSnoV/<-V/< ] <-k�j�V/<-,�`e&+k�FHE+V/<� "-Vp&ps�V/,mE+Vp$'$'EX.�k-Vo,�,�V/<DjS6c&+V/)+"-Vp&Z�&+`e>�2 � (*Vp8��Fe<W< (*,tEX2 � (*<WV���Vp&�_c<��] 6c> ] <-s nG@5(*,�)+"WVo< U ('$*k�� ] <Wk jS6c&GFe)+"�Fe<�FH$'�c,�V�@ ] &+k-V�(*� <-V ] IYV/sR`�<-<-V/<-V/<Z�&+`��mVp_�ENjS�DFv&�E�_S`�� "-Vp&+sRV/,mE+Vp$'$'EX.-k�Fh,guS`�� U C U J FH$*,��lVG('E+6%&+`��tVG_�E5sRVp> �`h&+k-Vp&�E5@5('&+k12:r< k-VG& jS6c&GFh)+"-Vp&�_SV/<-< ] <Wsi_S`�<-n/Vo<aE�&�(*Vp&�E+Vo< ,m(z)+" k%(*V�!5&+IYVG('E+V/< F ] >�kc(*V � <aE�@5(*)�_�$ ] <-s Vp(*<-V/, ja��8

,tE+Vo��,/.[k�Fe,��] IYVp&}VG(*<WVo< IYV/se&+V/<-npE+Vo< ! ] >AsSFhIYVo<�IYVp&pVp(*)+" Vp(*<-V/<�45( Fv$*`Rsi� ('E}Vp(*<-V/� U V/< ] E+noVp& >+�] "c&+V/<_RFh<-<l.c@g`RIYVp(lsRV/,�6%&+`�)+"-V/<-V�j�6c&GFh)+"-VB> �] &Bk%(*V � (z<�� ] <-k�! ] ,�saFeIYV�uSVp&�@gVo<Wk-VpE�@5('&+k12 � (*VG&+IYVp( >rFh<-k Vp(*<-V_a`R��6c$*VpE�EpV � V ] (*��6c$*V/��V/<aE�(*VG& ] <-s�k-V/,gk-Vp&��[Vp&+,mE+V/"-V/<-,�� ] <-k 4�( FH$*`�sR6W"�Fe,�V3,�`X@5(*V�k%(*V�Z�`h&�E�(*Vp& ] <Ws F ] >Vp(*<-V3_S`���6%$*VpE�E5<-V ] V3!#<a@�V/<-k ] <Ws ,tEGFHE�E�?AuS`�< ! ] ,t_ �] <%> E+V/< �] IYVp&K:=<aE+Vp&Xf�('E���8  [�] s�VKn ] � (z<-`SF ] ,t_ ] <%> EoM�2!5$*, @�Vp('E+VG&+V�!#<a@�V/<-k ] <-s�@gVG&+k-V/< (*< k-Vp&DjS6c&GFe)+"WVG&�_aVo<W< ] <-s�,�Vp('E � TRT�q��Vp('$*6c&+`�Ic$*V/��VD(*� w#Fe"W��Vo<k-V/,���� �"!�#%$&!('*)a87�[`e&+"�FeIYVo<W, ] <aE+Vp&+, ] )+"aEX2   (*Vp$#k-V/,DL�Vo,+Fh��E�uS`h&+"�FhIYVo<-,3(*,tE�kc(*V � <aE�@5(*)�_�$ ] <-s�Vp(*<-V/,6Y`e&�EGFhIc$*V/< �05IYVG&+,�VpE+n ] <-sR,�s�VG&H�FvE+Vo,/24�(*ViC `�kWVG$'$'(*Vp& ] <Ws�ua`R< j�Vo<W,�`e&+k�FHE+Vo< ] <-k C ] ,mE+Vp&+< � ('ED,tEGFvE�(*,tE�(z,�)�"-V/< CD('E�E+Vp$*<�,�6%(*VG$'E�(*< U (�$*k

] <Wk j�6%&GFe)+"auaVG&GFv&+I1Vp('E ] <Ws VG(z<-V�I1V/k-V ] E+V/<-kWV�w5`h$'$*Ve2�45(*V/,�Vp& � V/s @5('&+k F ] )�"i(*< np@�Vp(BZ�&+`��mVp_�E+Vo< n ] &L�Vo<W`R��Fe<�FH$'�c,�V ] <-k n ] &KC�`�k-Vp$'$'(*Vp& ] <-s uS`�< Z�&+`�noV/,�,t_SVpE�E+Vo< Vp(*<WsRV/,�)�"c$ FhsRV/<l2� (*< Z�&+`RI%$*Vo��.Rk�Fh,[(*<+�mV/k-kWVo� kWVG&^kc&+VG(��5"-V/��V/<c_a`R��6c$*V+yWVgVG(*<WVKw5`e$'$*V#,�6%(*VG$'EX.a(*,tEk%(*V#!5_�, ] (*,t('E�(*`�<l.

q

Page 4: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

w5V/6c&H�Fe,�V/<aEGFHE�(*`�< ] <Wk �5] E+n ] <Ws�kWVo,�� (*,�,�V/<-,/.ak�Fe,[n ] & !#<�FH$'�c,�V^uS`�< U ('$*kWVG&+<l.�j�6c&GFh)+"-V ] <Wk�j�V/<-,�`h&pk�FH8E+Vo< I-np@N2en ] ���[Vp&p,tE+V/"-V/<}kWVG& U VokWV ] E ] <-s#Vp&�>�`h&+k-Vp&�$�(*)+" (*,tEX2S:r< kc(*V/,�Vo�  �] ,+Fh����V/<-"�Fh<-s5,�6c(zVG$*V/<�"WV ] E+V,tEGFHE�(*,tE�(*,�)+"WV}j�6c&GFh)+"c8 ] <-ki�#I��mVp_�E+��`�kWVG$'$*VNVp(*<-VN@5(*)+"aE�(*s�V}w5`e$'$zVe2 � ,#(*,tE ] <aE+VG&K05��,tEH�Fe<Wk-Vo<�Vp&�>�`h&pkWVG&�8$'(*)+"1. k�Fe,�, n ] ,v�FvE+nG$'(z)+" n ] � �[Vp&+,mE+V/"-V/< k-Vp& U VokWV ] E ] <-s�F ] )+" <-`�)+" VG(*<WV ,t(*<-<aua`e$'$*V jR�c,tE+Vo� &+VvFv_�E�(*`R<s�VG$'(*Vp>�Vp&�E�@5('&+k1.Sn ] � U Vp(*,�6c(*Vp$ F ] >lkc(*V5!#<c> &GFes�V#VG(z<-Vo, U Vo< ] E+n/VG&+,�VG(*<WV5&�(*)+"aE�(*sRV#! ] ,t_ ] <c> E k-V/,BjR�c,mE+V/��,`�k-Vp&�VG(*<WV U Vp@�V/s ] <-s kWVo,�C�`R<aEGFhsRVp&+`RIY`eE+Vp&+,�`�kWVG&�kWVG& � Fh��VG&GFh��`hE+`e&+V/< F ] >Ase& ] <-kik-Vp& � &+sRV/I-<%(*,�,�Vk-Vp& U ('$*k�Fh<�FH$'�c,�Vh2

� � � �;D�<K<KI}D E��96�� B � 6 � E � GFDk@-@��`DF>[> D�6 �96�� � D�6 ��� :=6 :=<� @[D?=032��B"c$*Vp&X.1w32-4#VpuSV/<aE+VG&oM:r� w#Fh"-��Vo<�k-V/, jS`R<-kWVG&�>A`e&+,�)+" ] <WsR,�IYVp&+VG(*)+"WVo,N.'. w5`RI ] ,tE+Ve.YuSVp&�_�] &+npE+V Z&p`�noV/,�,t_SVpE�E+Vo<�>+�] &��Fe)�"c(*sRV

�lVp(*)+"aE+I�F ] E+Vp('$*V � @ ] &+k-V/<Nkc(*V !5&+IYVp('E+Vo<Nn ] &�,�V/<-,�`h&�8 ] <Wk���`�k-Vp$'$*s�Vo,tE��] E+npE+Vo<��#6%E�(*� (*VG& ] <WsguS`�< Z&+`Rn/Vo,t8,t_SVpE�E+Vo< @�Vp('E+Vp&ps�VG>+�] "%&�EX2  �] ,+Fh����V/< �}(�EgQ �1Vo"%&p,tE��] "c$*V/<}k-V/,:r<-,tE�('E ] E+,�>+�] &JcVp&�E�(*s ] <-sR,tE+V/)+"-<%('_ @�Vp&+k-V/<<-V ] V � VG&+,tE+VG$�$ ] <-s�,tuSVp&�>rFh"c&+V/< >+�] & �lVp(*)+"aE+I�F ] E+VG('$*V��}(�E k-Vo�   (*VG$ ] <SE+Vp&+, ] )+"aEX.�k%(*V Z�&+`�noV/,�,t_SVpE�E+V/< ,�`F ] ,�n ] $*Vos�Vo<1.lk�Fe,�,�kc(*V !#<%>m�Fv$'$'(*sh_SVp('E s�V/sRV/<��] IYVp&}�F ] � Vp&+Vo< jREH�`e& ] <WsRV/< ] <Wk�kc(*V�!#<WnvFh"c$[k-Vp&�<W`eE;@gVo<Wkc('8s�Vo< � (*<-n/VG$*,�)+"%&�('E�EpV3� (*<c(*� (*Vp&�E @5('&+kl2 � (*Vp&pn ] @5('&+k�(*� w#Fe"W��V/<�k-V/,���VG(�$*6c&+`��tVG_�E+V/,Kf � Fe� �1Vo"%&+,tE ] "c$>+�] &�C ] ,tE+Vp&pVp&�_SV/<-< ] <-s�VG(*<WV�@5(*,�,�Vo<W,�I�Fe,t(*Vp&�E+V ] <-k ,tE+`�)+"�Fh,tE�(*,�)+"-V C�`�k-Vp$'$'(*VG& ] <-s�ua`R< Z�&+`Rn/Vo,�,t_aVGE�E+V/<� ('EBkWVo� Jc`h&+�DFv$'(*,�� ] ,gk-Vp& U F/�SV/,�<-VpEpn/V3uSVp&�>�`h$*seEX2!B<-,�)+"�F ] $'(*)+" (*,tE�Vp(*< U F/�aVo,�� � VGE+n VG(*<�s�VG&�(*)+"aE+VpE+VG&�Fenp��_�$'(*,�)+"-Vp& LB&GFe6W"l.�kWVo,�,�V/< � <W`eE+V/< k%(*V 6-"a��8

,t('_RFv$'(*,�)+"-V/<�C V/,�,t8 ] <-k � (*<-,tE+Vp$'$*se&H�` � V/< k-Vp&}Z�&+`Rn/Vo,�,t_aVGE�E+Ve.[,�`X@5(*V k�FH&GF ] , FeIWsRVp$*VG('E+VpE+V�� ] FH$'('EH�FvE+,�I1Vp8@�Vp&�E ] <WsRV/< Fv$*,  �] >7FH$'$*,tuRFv&�( FeIc$*V/< ��`�k-Vp$'$'(*Vp&+Vo< ] <-k�k-V/,�,�Vo< � Fe<aE+V/< k%(*V}!#IW" �Fh<-sh(*se_aVG('E+,�,tE�& ] _�E ] &KkWVG&(*<aua`e$'u�(*Vp&�EpV/< LB&H�` � V/< &+Vo6%&H�Fe,�V/<aE�(zVG&+V/<l2-:=< Vp(*<-V/� VG&+,tE+Vo<���Vp&+, ] )+"�@ ] &+k-V/<�kc(*V�uSVp&+,�)+"c(*V/k-V/<-V/< Z�"�Fe,�V/<ua`R< jS6c&�('E+n/se(*V/,�Vo< ��`�kWVG$'$'(*Vp&�EX2�4KFhIYVG( @ ] &pkWVo< _S`R<aE�(*< ] (*VG&�$'(*)+"WV LB&h�` � V/<�, ] Fe<aE�(*,t(*Vp&�EX2 � ,N,tE+Vp$'$'E+V�,m(z)+""-Vp&GF ] ,/.-k�Fh,�,5Vp(*<-VN,�V/"c&5se&+`R,�,�VNZ�FH&GFe��VpE+VG&GFh<-nvFh"c$Y>+�] &#kc(*VNC�`�k-VG$�$'(*VG& ] <-s�I1V/< �`hE�(*seEg@5('&+kl2 -] &��[VG&+��VG(*k ] <Ws kWVG&�� ] Fh<aE�(z,m(*Vp& ] <WsR,t>AVo"%$*VG& @ ] &+k-V (z� uaVG&+saFe<WsRV/<-V/< baFe"%& k�Fe,���Vp&+"�Fv$'E+Vo< uS`�<

U F/�SV/,�<-VpEpn/V/< ] <aE+Vp&p, ] )+"aEX.%k%(*V#,�`X@�`�"c$lkc(*,t_�&+VpE+VKFH$*,5F ] )+"�_S`�<aE�(*< ] (*Vp&�$�(*)+"-V � <-`hE+Vo<�uaVG&�@gVo<Wk-V/<l2-4KFhI1Vp(@5('&+k k�F/uS`�< F ] ,�s�VosaFe<WsRV/<l.�k�Fe,�, k%(*V�� Vp&�EpV�Vp(*<-V/, _a`R<aE�(*< ] (*VG&�$'(*)+"WVo< � <-`hEpV/<-, <-`h&p��Fv$'uSVp&�EpVp('$'E ,t(*<Wkl.@�`�IYVG(5,t(*)+" kWVG&+V/< C ('E�E+Vp$'@�Vp&�EDFv$*, �Y(*<WVvFv&�_S`�� Ic(*<�FHE�(*`�< F ] , k-V/< � VG&�E+V/< k-Vp& � FHE+Vp&�_c<W`eE+V/< VG&+sh(*IcEX245(*V/,�VN"a�cIc&�(*k-V/< U F/�aVo,�<WVGE+n/VK@ ] &+kWVo< uSVp&�@�V/<-kWVGEX. ] � kWVo<  �] ,+Fe����Vo<W"�Fe<Ws�np@5(*,�)+"-V/<��[`e$ ] ��V/< ] <Wk45& ] )�_ IYVp(*� :=<W<-V/<-"W`%)�"-kc& ] )�_ ] � >�`h&+��V/<�(*< k-V/< IYVG(*kWVo< Z�"�Fe,�V/< �[`e&�>�`h&+��Vo< ] <Wk � FH$'(zIc&�(*VG&+V/< n ]��`�k-Vp$'$'(*VG&+V/<l2 U VG(*kWV �K] &�uaV/<�,t(*<Wk�<%(*)+"aE�$'(*<-VXFH&X.�kc(*V ��] &�uaV#IYVG(*� � FH$'(*I%&�(zVG&+V/<l.ckc(*V#!#IWIc('$*k ] <Ws � n/VG(*shEX.@�Vp(*,tEKn ] , �FHE+np$'(*)+"�<-`�)+" 05<W,tE+VGE�(*sh_SVp('E+Vo<�F ] >;2 -] &�!#6W6c&+`oy%(*��FHE�(*`�<�kWVG& ��] &�uaVo< @ ] &pkWVo< kc(*V � <-`hE+Vo< Vp(*<-V/,�"a�cI%&�(*k-V/< U F/�SV/,�<-VpE+noV/,�,�`iFh<-sRVp8

`h&pkW<-VpEX. k�Fe,�,�,t(*V�Vp(*<-V�$'(*<WVvFv&pV�!#6W6c&+`oy%(*��FHE�(*`�<ik-Vp& �K] &�uaV��}('EN��Vo"%&pVp&+Vo< jaE �] E+n/,tE+VG$'$*V/< IYVp&+Vo)+"W<-V/<l2� (*Vp&+IYVG( sh(*IcEgVG(*<�_a`R<aE�(*< ] (zVG&�$'(*)+"WVo,^8[kc(*,t_�&+VGE+V/, � Vp&�E+Vo6�FRFv& �tVG@gVG('$*,5kWVo< ��&�(zse(*<�FH$'@�Vp&�E�� ] <-k�VG(*<WV�k�FH8n ] IYV/<�Fe)�"�I�FH&�E+V�jRER�] E+n/,tEpVp$'$*V�����Fe<12 � (*< @gVG(�EpVp&+VG& � <-`hE+Vo<����NI1Vp&+Vo)�"-<-VpE#k-V/<�� ] Fh<SE�(*,t(*Vp& ] <WsR,t>AVo"c$zVG&� ��� � 2l4 ] &+)�" kc(zVo,�V�!5&+)+"%('E+VG_�E ] &#(*,tE3k-Vp& � <W`eE+V/<�� .YI1Vp(V/<aE+,�6c&+Vo)+"WVo<Wk s�Vo,�VpE+nGE+V/<�`�k-Vp&KsRVp$*VG&+<aE+V/<L�VG@5(*)+"aE+V/< >m�Fh"c(*s�VG(*<WV�$'(*<-VXFH&+V�!#6-6%&+`oy%(*�DFvE�(*`R< k ] &+)+"Wn ] >+�] "c&+V/<l. k-Vp&+Vo< jaE��] Epn/,tE+VG$'$*V�k ] &+)+" kWVo< kc(*,t8_�&+VGE+V/< � <W`eE+V/<�� � F ] ,�s�VG@��Fe"%$'E�@5('&+kl2[45(*V k�FeIYVG(^uSVp&�@�V/<-kWVGE+V�!5&+)+"c(�EpVp_�E ] & kWVo, U F/�aVo,�<-VpE+noV/,}n/Vp(*seE!#IWIc('$*k ] <-s�x �

d

Page 5: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

76

140

160

180

1110 Volumen [dl]

Druck [bar]

980

Datensatz 1Datensatz 2Datensatz 3

Vorhersage Bayesnetz

20

120

100

80

60

40

U ('$*k � �Y45& ] )�_�8[�[`e$ ] ��Vo<Wn ] ,pFh����V/<-"�Fe<-sNIYVp(*� � FH$�(*Ic&�(*Vp&pV/<

Beobachtbarer, kontinuierlicher Knoten

Verborgener, kontinuierlicher Knoten

Diskreter, verborgener Knoten

���

���

U ('$*k�x �c�[`h&+"-Vp&p,+FhsRVNk-V/, U F/�SV/,�<-VGE+n/V/,BIYVp(*� � FH$'(zIc&�(*VG&+V/<

�[Vp&�@�V/<-k-VpEK��Fe< k%(*V�,�`�V/IYVo<DuS`h&ps�V/,mE+Vp$'$'E+VN!5&+)+"c('E+Vp_�E ] &#n ] &5��`h&+"-Vp&GFes�V�kWVo,K4�& ] )�_SV/,5IYVG(�sRV/sRV/I1Vp8<-V/� �[`h$ ] ��Vo<1.-,�` Vp&psh(*IcE#,t(*)+"�VG(*<D&+VG$ FvE�('uSVp&KJcV/"c$*Vp&5uS`R<�xROS. � ����.�IYVp(Y��`h&+"-Vp&+,pFhsRVNkWVo,^�[`e$ ] ��V/<-,5Vp(*<JcV/"c$*Vp&5uS`�< dc. q��2-4BVG&5&+Vp$ FHE�('uaV�JcV/"c$*Vp&#IYVG(lk-Vp&g��`h&+"-Vp&+,pFhsRV3k-V/,545& ] )�_aVo,gIYVG(z� � Fv$'(*Ic&�(*Vp&+Vo<�Vo<aE+,tE+Vo"aEk�FhIYVG(�(*< kWVG& �N�Fe"WV�kWVG&�jS6c& ] <WsR,tE+Vp$'$*Ve.W@�`�I1Vp(k%(*V���FvE+,+Fe)+"-Vh.Yk�Fe,�,#k%(*V j�6c& ] <-s�,mE+Vp$'$*VN<c(*)+"aE#(z����Vp&3Fh<k-Vp&Ksh$*VG(*)+"WVo< jREpVp$'$*V3$'(*V/seEX.YVG(*<WV�k-Vp&30&p,+Fh)+"-V/<�(*,mEX2W� Vo,�V/<aE�$'(*)+"iIYVo,�,�Vp&+V � &ps�VoIW<c(*,�,�V�$ Fe,�,�V/< ,t(*)+"�IYVG(z��[`e&�>A`e&+��Vo< Vp&+nG(zVG$'E+V/<l214�(*V3��`h&+"-Vp&+,pFhsRV3k-V/,545& ] )�_aVo,g(*,tE#"c(*Vp&5�}('E5Vp(*<-Vp&�&+Vp$ FHE�('uaVo� JcV/"c$*Vp&#uS`�< � .PT � ����`Rsh$'(*)+"l.YIYVG(*� �[`e$ ] ��V/<�VG&+sh(*IcE#,t(*)+"�VG(*<�&+VG$ FHE�('uSVp&�J%Vo"%$*VG&�uS`�< q�. \eQ���2l45(*V � &+s�VoI-<%(*,�,�V�n/Vp(*sRV/<�_�$ FH&X.k�Fh,�,�V/,5� ('E�k-V/� Fh<-s�Vos�VoIYV/<-V/<���Vp&�>rFh"c&+V/< ���`Rsh$'(*)+"�(*,tE#F ] )�" <c(*)+"aE�$'(*<WVvFv&+V U VG&+Vp(*)+"-V3n ] ��`�kWVG$'$'(zVG&+V/<l2:r� <-V ] V/<�Jc`h&+,�)+" ] <WsR,�sRV/Ic(*VpEkWVG& U (*`e(*<%>�`h&+�DFvE�('_Y.ek-Vp&[&pV/)+"W<-Vp&ps�Vo,tE �] E+nGE+V/<}!#<�Fv$'�c,�V5��`h$*Vp_ ] $ FH&+I%(*`e8

$*`�se(*,�)+"WVG&�4�FHE+Vo<�@5(*V�VpE;@5F k-V/, � &+I-��FvEpVp&�( FH$z,�4 � !N.W@ ] &+k-V�k�Fe,^(*� bSFh"c&5n ] uS`h&BIYV/sR`�<-<WVo<WV�Z�&+`��tVG_�E�RjaEGFvE�(*,tE�(*,�)+"-VC�`�k-Vp$'$'(*Vp& ] <-s%. �l`e_RFv$'(*,t(*Vp& ] <-s ] <-kN!#<�FH$'�c,�V &+V/s ] $ FHE+`h&�(*,�)+"-Vp&�4 � ! �-jSV , ] V/<-n/Vo< >A`e&�E+sRVp8,�VGE+npEX2S4KFh, Z�&+`��tVG_�E�@5('&+k�ua`R� U `�V/"c&�(*<WsRVp&^:r<-s�VG$*"WVG(*� Jc`�<-k-,[s�VG>t�`e&+kWVG&�E ] <WkN(*<  �] ,+Fe����V/<�Fv&+IYVG('E��}('Ek-V/� :r<-,tE�('E ] El> �] & � $'(*<%(*,�)+"-V ] <Wk�C `h$*VG_ ] $ FH&+V �B('&+`e$*`�se(*V^k-VG&[05<%('uSVp&+,m('E �FvE � &�$ Fe<WsRV/< ] <-kNk-V/� U Vp&�_aVG$zVG�

Page 6: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

45&+`�,�`R6-"%('$ FiL�Vo<W`R��VDZ&+`��mV/)pE}Fe< k-Vp&}05<c('uaVG&+,t('E;� `e>�fgFH$�('>�`h&+<c( F�k ] &+)+"WsRVp>+�] "c&�EX2   (*Vp$BkWVo,}Z&p`��mVp_�E+Vo,,t(*<-k �[Vp&�>rFh"c&+Vo< k-Vp&�C ] ,tE+VG&+Vp&�_aV/<-< ] <Wsc.[kc(*V ,�6YV/nG(���,�)+"-V ��Vp('$*,�V , ] V/<-n/V/<l. ,�`Rs�Vo<�Fe<-<aE+V Z&+`R��`eE+`h&pV/<l.(*� � &+I-s ] E�ua`R< ��&+sSFh<c(*,���Vo< (*k-V/<aE�(���np(*VG&+V/< _��`�<-<WVo<12�Z�&+`R��`eE+`h&+Vo< ,t(*<Wk kWVo< 6c&+`hE+VG(*<W)o`�kc(zVG&+V/<-k-V/<!#IW,�)�"-<c('E�E+V/<�kWVG&g4 � ! uS`h&ps�Vp$ Fes�VG&�E ] <-k @gVG(z,�V/<�VG(*<WV5_S`���6%$*V+y-Vh.S`h> E ,�V/"c& uRFv&�( FeI%$*VKjaE�& ] _�E ] & F ] >�2Wja(*V,t(*<-kD@�V/,�Vo<aE�$'(*)+"�Fe<�k-Vp&Bk%(��lVG&+V/<-np(*VG&�E+V/< w5V/s ] $ FHE�(*`�< uS`�< L�V/<-V/< IYVGE+Vp('$'(*seEX24�Fe,NV/<aE;@5(*)�_aVG$'E+V�ja�c,tE+Vo� ,tE �] E+npE�,t(*)+" F ] >[(*<aE+Vp&p6Y`h$'(*VG&�E+V}C�Fv&�_a`Xu�_SVpE�E+Vo<�� q���� ] <-k�@ ] &+k-VN(*<�np@�Vp(

wg(*)+"aE ] <-sRV/<3VG&�@�Vp('E+Vp&�E �  �] � Vp(*<-V/<�@ ] &+k-V/<K<-V ] Vh.Hkc(*,t_�&�(*�}(z<�FHE�('uaV�� &GFv(*<c(*<-s�,tuSVp&�>rFh"c&+V/<K(*��6c$*V/��Vo<aE�(*Vp&�E� qa\��7.Xkc(*V�Vo, Vp&+���`Rse$�(*)+"-V/<l.HF ] )�"�<WVosaFHE�('uaV U Vp(*,�6c(*Vp$*V[(*<Nk�Fh, ��&GFH(*<%(*<-s5VG(z<-Vo,�C `�kWVG$'$*,�� ('E VG(*<Wn ] IYVonp(*Vo"WVo<12 �] � Fh<-kWVG&+V/<}@ ] &+k-VgVG(*<�,tE+`�)+"�Fh,tE�(*,�)+"-V/,BjSVos���V/<aE+��`�kWVG$'$c>+�] &gZ�&+`R��`eE+Vp&�&+Vosh(*`R<WVo< Vo<aE�@B(*)m_SVp$'EX2�4�(*Vo,�V/,C�`�k-Vp$'$K&+Vo6%&H�Fe,�V/<aE�(zVG&�E VG(z<-ViZ�&+`R��`eE+`h&+,�V , ] Vo<-n�FH$*, Jc`h$*s�V�uS`�< >+�] <c> j�V/sR��Vo<aE+V/<l. kc(*V ] <��] IYVp&�@BFh)+"aEs�VG$*Vp&+<aEpVN��VG('$*��`�k-Vp$'$*VNV/<SE+"�FH$'E+V/<l2CD('E ] <W,�VG&+V/� !5$*s�`e&�('E+"-� ] ,<�Fe"W��V/<N@5('&�Fh� (*<aE+Vp&+<�FHE�(*`�<�Fv$*Vo< � L�V/<-`���V�!#<-<-`hEGFHE�(*`�<�!#,�,�Vo,�,���Vo<aE

Z�&+`��mV/)GE 5E+VG('$7.�k�Fh, k%(*V U V ] &�E+VG(�$ ] <-sNkWVG& �1VG(*,tE ] <WsR,t>t�Fe"%(*se_aVG('E�Fv_�E ] Vp$'$*VG&���Vp&�>rFh"c&+V/<�n ] &�F ] E+`R��FHE�(*,�)+"WVo<!#<W<-`eE�(*Vp& ] <Ws}k-Vp&KLKV/<-`���V#_S`���6c$*V+yWVG&���&psaFe<%(*,���V/< n ] �   (*VG$�"�FHE�E+Vh2

� � IK<v�;:=6;:=<� @[D?=032Y!#"c$'&�(*)+"W,o. U 2�fgFh6 ] E+`%.1J�2�4BVG(*<WnoVp&X.�b%214BVo<WnG$*Vp&X.�b%2l45&+V+yc$zVG&X.1!�2�L�VoIW"�Fv&+kl. U 2 � VG(*sh$7. � 2 �5] Fe<-s%.�32�C�VG&+nh.�4N2�C Vp�SVp&X.-��2l�#IYVp&p��F/�aVG&X.-4N2YZ�F ] $ ] ,/.�Ci2Yw5VG(*<W"-`h$*kl.1fB2 �[] Fh<l.�C 2   `RIYVp$�M

��� ��������� ����

4#Vp&�se& ] <Wkc$*V/sRV/<-kWV��[VG&+, ] )+"W,+F ] >�I�F ] >+�] &�k%(*V Z�&+`��mVp_�EpVDk-Vp& U ('$*k�Fh<�Fv$'�c,�V IYVo,tE+V/"aEDF ] ,}IYVp@�V/se$'(*)+"WVo<&+Vo)�"-<-Vp&+sRV/,tE+V ] VG&�E+V/< � Fh��VG&GFh,o.ck%(*V�IYVp(*,�6c(*Vp$*,t@�Vp(*,�V Fe< kWVG& � Fh<-k Vp(*<-V/,#w5`RIY`hE+VG&+,g��`�<aE�(*VG&�Eg,t(*<-k ] <Wkk�Fhk ] &+)+"�(*��!5&+I1Vp('E+,t&GF ] � kWVo,�w5`RIY`eE+Vp&+,N> &+Vp(B6Y`�,t('E�(*`R<%(*VG&�E @gVG&+kWVo< _l�`R<W<-V/<l.�`�kWVG& VG(*<WVo� &+V/)+"-<WVG&�8s�Vo,tE+V ] VG&�E+V/< jRE+VG&+V/`Rs�Vo,tE+VG$�$�� ('E�"-`�)+"a@�Vp&�E�(*sRV/< JWFH&+Ic_RFh��VG&GFh,o.�@�Vp$*)+"-V�k%(*V�jSnoV/<-Vi�] IYVp&�@BFh)+"-V/<l2  �] �w5`�I1`hE+VG& n �Fe"%$*Vo< n ] k-V/� VG(*< 45&+V/"aE+VG$'$*Vp& ] <-k Vp(*< �Y(*<-VXFH&+,�)+"%$'('E�E+Vo<12^j�6YV/nG(zVG$'$#F ] ,�sRV/,tE/FvE�E+VGE+V U (�$*k-Vp(*<c8n ] sR,t&+V/)+"-<WVG&guS`�� � �c6 jWL�: �B<a�Sy�s�Vo,tEGFHE�E+V/<�kc(*V345(*se(�E/Fv$'(*,t(*Vp& ] <-s np@�Vp(*Vp& U ('$*k%_RFe< �Fv$*V3�}('Egx � U ('$*k-Vp&+<6c&+`Nj�Vp_ ] <-kWV ] <WkNuS`h$'$*VG&ja87� � j�! ] > $ �`�, ] <-s%2R45(*VgIYVG@gVosh$'(*)+"-V � Fe��VG&GF5Vp&+� �`�se$'(z)+"aE�V/,/.RVp(*<��#I��mVp_�E�F ] ,uaVG&+,�)+"c(*V/k-V/<-V/< U $'(*)�_�@5(*<%_SVp$*<iF ] >�n ] <-V/"-��V/<l.c,�`�k�Fh,�,5kWVo,�,�V/< �BI1Vp& �Fh)+"-V3uS`h$'$*,tEH�Fe<Wkc(*s VG&�>7Fe,�,tE#@�Vp&+k-V/<_RFh<-<l2l45(*V/,#(*,tE#(*<W,�I1V/,�`R<Wk-Vp&+V�k�Fe<W< <W`eE�@�Vo<Wkc(*s%.-@gVo<-<�Vp(*< k%&+VG(*k%(*��V/<-,t(*`�<�Fv$*Vo,KC�`�k-Vp$'$[k-V/,��#I��mVp_�E+Vo,s�VoIc(�$*k-VpE�@gVG&+kWVo<�,�`e$'$�. `%kWVG&NVp(*<-V}Vp(*<WnoVp$*<-V !#<-,t(*)+"aEN<c(*)+"aE�F ] ,m&+Vp(*)+"aEX. ] � Vp(*<�_a`R��6c$*V+yWVo,N�#I��tVp_�E�n ]Vp&�_aV/<-<-V/<l2 U ('$*k%uSVp&GFH&+IYVp('E ] <-sB@5('&pk uSVp&�E+VG('$�E�Fe< � Z �a� `h&�_c,tEGFHE�(*`R<W,/.%j-L3: �a� `h&�_c,tEGFvE�(*`R<-,g?;��xSM�. ] <-k�Fh<"-`�)+"a@gVG&�E�(*s�Vo<�Zf�� ,5k ] &+)+"WsRVp>+�] "c&�EX2J �] &Bk%(*VK$ F ] >AVo<Wk-V/< Z�&+`��tVG_�E+V3F ] >�k-V/� L�VoI%(*VGE5k-Vp&56c&+`RI�FeI%('$'(*,tE�(*,�)�"-V/< Jc`h$*sRV/<-��`�k-Vp$'$'(*VG& ] <-s ,�`o@B(*V

F ] >5k-V/��L�VoI%(*VGE kWVo,�w5V/)+"-<WVG&+,�Vo"WVo<W,3>+�] & F ] E+`�<-`R��V ��`RI%('$*VDjR�c,tE+Vo��V ,tE+Vo"aE�,�Vp('E !#<c>7Fe<Ws � T�TR��kc(*VZ�$ FvE�E�>�`h&p����w5daORO�O�kWVG&J�('&+��F � `���Fekc(z)�n ] &[�[VG&�>+�] s ] <-s%.Sk%(*Vg(*� Z�&+`��tVG_�EC�� U j � ?7,o2 ] 2�M�VG(z<-sRV/,�VGE+npE@5('&+kl2�4�(*VNI1Vp(*k-V/< F ] >�k-Vp&KZ�$ FHE�E�>A`e&+� (*<W,tE/Fv$'$'(*Vp&�E+Vo< w�Vo)+"W<-Vp&p,t�c,tE+V/��V ?=ZV/<aE�( ] � Z�&+` ] <-k 4 ] FH$Z�V/<c8E�( ] � :�:�qRO�OSMVG&+���`Rsh$'(*)+"-V/<�VG(*<WV5uS`h$'$*,tEH�Fe<Wkc(*s�V#! ] E+`R<W`R� (*V��Skc(zV5��Vp&+Ic(*<Wk ] <WsNn ] � w5Vo)+"W<-Vp&+)G$ ] ,tEpVp&kWVo,�lV/"c&+,tE ] "%$*,N@5('&+k �] IYVp&�VG(*< J ] <c_aVGE+"-Vp&+<-VpE�,m(z)+"-Vp&+sRV/,mE+Vp$'$'EX2 45(*V Z�$ FvE�E�>A`e&+� uSVp&�> �] seE <-V/IYVo< :=<%> &GFH&+`hE ��.0g$'E�&GFe,�)+"�FH$'$ � ] <-k ��V/)+"�Fh<c(*,�)+"WVo< j�V/<-,�`h&pV/<��] IYVG& Vp(*<-V/<�jRE+VG&+V/`�� � `�6c>Y�}('E�jS)+"a@�V/<c_ � � VG(*s�V �R�[VG&+s�Vo<Wn �jaE+V ] Vp& ] <-s ] <-k JWFH&+Ic_RFh��VG&GFh,�n ] & u�(*, ] Vp$'$*Vo< ��Fe"%&p<WVo"W� ] <Ws�k-Vp&�05��@�Vp$'EX2g4�(*ViZ�$ FHE�E�>A`e&+� @ ] &+kWV

Q

Page 7: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

�������������

��������

���� �����������

� �������

� �������! "�$#%

���&�(') � ��(���(� *(�

+ ����,� - . � �-��

�� + �����,� - . � ����

�/�0�� ���� ���(�������

�/102� � �� ���(����

U ('$*k�q �5jRE+V ] VG& ] <Ws 4#Vp& � `�<-noV/6cE+IYVp&+Vo)+"W< ] <-s�Vo< � ('E � ('$'>�V�Vp(*<-Vp&Dk ] &+)+" kc(zV Z�>AVG('$*V�IYVo,�)+"%&�(*VoIYV/<-V/<jaE�&GFvE+Vosh(*V

(*� uSVp&+sSFh<-s�Vo<WVo<�baFh"c& ] � VG(*<WVo< ,�6YVonp(*Vp$'$*Vo< ! ] >�I�F ] >p�] & kWVo< jaE+Vp&pV/`�� � `�6c>5Vp&�@gVG(�EpVp&�EX.,�`�k�Fh,�,�< ] <V/I1V/<c>7FH$'$z,#k-Vp&�jaE+VG&+V/`�� � `�6c>�uS`h$'$*,tEH�Fe<-k%(*s�F ] E+`�<-`R� F ] >�k-Vp&#Z�$ FHE�E�>A`e&+� I1VpE�&�(*VoIYV/<�@�Vp&+k-V/< _RFh<-<l2

3 4 � �65 ���87�� ��495�: �85<;>=15 �?5 �?52@BADCFEG: ����49E �

:r� uSVp&+sSFh<-sRV/<-V/<�baFe"%&�@ ] &+k-V/< k%(*V�Ic(*, � <Wk-V � T�TR�D(*<�kWVo< j�`�<-k-Vp&�>�`h&+,�)+" ] <WsR,�IYVG&+Vp(*)+" � �Rx�Vp(*<c8s�VoI ] <-kWVo<WVo< !5&+IYVG('E+V/< F ] >�kWVo� L�VoI%(*VpE k-Vp& @5(*,�,�Vo<-,�I�Fe,t(*Vp&�E+Vo< U ('$*kcuaVG&GFv&pIYVp('E ] <Ws (*< k-V/� <-V ] V/<4KJ�L �%Z�&+`��tVG_�E>H&IJLKMIONFPRQNBS8T&U?VXW�IQOY�TZK�[]\_^2N�J�T8`�Q�N-[�U�N"JXa-Qb\LScN�[b[dN�T�egfih1[jY�JLK�IQ%YRT#>A`e&�E+sRVp>+�] "c&�EX2S:r< kc(*V/,�Vo�Z�&+`��mVp_�E�$'(*VoshE k-Vp&�j�)+"a@gVG&+6 ] <c_�ENk-Vp& !5&+I1Vp('E+V/<�<c(z)+"aE ��V/"c& F ] >5k-Vp& Vp(*<-"WVG('E�$'(*)�"-V/< w5V/6c&H�Fh,�Vo<aEGFHE�(*`�<ua`R<���(*,�,�Vo< �] IYVp&3�BI��tVG_�E+V ] <Wk � Fe��VG&GF�FH_�E�(*`�<-V/<�(*< Vp(*<-V/� ,�Vo��Fe<aE�(*,�)+"WVo< � VGE+nh.1,�`�<-k-Vp&+< F ] >�k-V/�� <aE�@B(z)�_SVp$*< ] <-k �lVp&+<-V/< uS`�< jaE�&GFHE+V/se(*V/<l. � ('E�kWVo<WVo< k�Fe, &+Vo6%&H�Fe,�V/<SE�(*Vp&�E+V���(*,�,�V/< @��Fe"%&+Vo<Wk VG(*<WVG&j�n/V/<-V/<-VpyW6%$*`e&GFvE�(*`R< s�Vo< ] E+nGE�@�Vp&+k-V/< _RFe<W<l245(*V/,�V jaE�&GFHE+V/se(*V/< $*V/sRV/< >AVo,tEX. (*< @�Vp$*)+"-Vp& w5VG(*"WVo<%>�`h$*sRVkc(*V � `R<WnoV/6cE+Vh.^� ('E�k-Vp&pV/< � ('$'>AVi�#I��tVp_%E+V ] <Wk � Fh��Vp&GFRFv_�E�(z`R<-V/< &+Vo6%&H�Fe,�V/<aE�(*Vp&�E}@gVG&+kWVo<1.[@ �Fh"c&+V/<-kk-Vp&�!B<�FH$'�c,�V IYVp&+Vo)+"W<-VpE @�Vp&+k-V/<l2[:=< U ('$*k q�(*,tE},�`e$*)+" Vp(*<-V�jaE�&GFHE+V/se(*V�>+�] & VG(*<WVo< ��VG('$5k-Vp&�n ] &�j�noVp8<-V/<-V+yW6c$*`h&GFHE�(*`�<iuSVp&�@�V/<-kWVGE+V/<i��(*,�,�V/<-,�I�Fh,t(*,�k�Fv&+sRV/,tEpVp$'$'EX2�4�(*V jaE�&GFHE+V/se(*V &+Vos�VG$'E n ] � U Vp(*,�6c(*Vp$7.�k�Fe,�,<�Fh)+"�k-Vp&K! ] ,t> �] "c& ] <-s}Vp(*<WVG& � Fe��VG&GF�FH_�E�(*`�< @5(*V � no`�`���V w5V/se(z`R< Fe< �Vp&+<-V ] EKVp(*<-V j�V/sR��V/<aE�(*Vp& ] <Wsc.s�VG_aVo<W<-noVp(*)+"W<-VpEKk ] &+)+"Dk�Fe, � `R<WnoV/6cE �ew5V/se(*`�<��.�Fe<WsRV/,tE+` � V/< @5('&+k124�(*V � <SE�@5(*)�_�$ ] <Ws�,�`h$*)+"-Vp& jaE�&GFHE+V/se(*V/<�(*,tE�noVp('E�(*<aE+Vo<W,t('u ] <-k�uSVp&�$ Fe<WseE�Vp(*<WV sRV/<�F ] V � Vo<W<aEp<%(*,KkWVo,

 �] ,+Fh����V/<-,�6c(zVG$*,3nG@5(*,�)+"WVo< � VGE+np@�Vp&�_�>�`h&+�DFv$'(*,�� ] , ] <Wk � `�<aE�&+`e$'$ Fv$*sR`h&�('E+"-� ] ,o2 � (*<   (*VG$gk-V/,�4KJLB8Z�&+`��mVp_�Ep,�(*,tE kWVo,�"�FH$*I1.Rkc(*V#jaE�&GFHE+V/se(*V/<�ua`R� ja�c,tE+Vo� �}(�E � ('$�>�V#kWVo,[,�`Rs�V/<�Fe<W<aE+Vo<lkmN"QbT�n�YRJioLN�p�N�TqI&^�N�K�J!rT�QbTsPR\�VG&�$*Vp&+<-V/<}n ] $ Fh,�,�Vo<12S45(*V/,�V � $ Fh,�,�V�ua`R< �lVp&+<auSVp&�>7Fh"c&+Vo< VG&�$ F ] I%E�V/,/.R@��Fh"c&+Vo<Wk k-Vp&4 ] &+)+"c>+�] "c& ] <-sVp(*<-Vp&3jSnoV/<-V/<-V+yW6c$*`h&/FvE�(*`R<�Fe<-"�Fe<Wk}ua`R< U VG$z`R"-< ] <-s�Vo<�`�k-Vp& U V/,mE�&GFv> ] <-s�Vo<�n ] VG&�$*Vp&+<-Vo<1.�@�Vp$*)+"-VNJc`h$*sRV

\

Page 8: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

ua`R< � `R<WnoV/6cE+IYVp&pV/)+"W< ] <-s�Vo< Fh� ,�)+"W<-Vp$'$*,tE+Vo<�n ] &%�[�`R, ] <-s kWVG&�jSnoV/<-V/<-V+yW6c$*`e&GFvE�(*`R<W,+F ] >AsSFhIYV#>+�] "c&�EX2 -] &^jSnoV/<-V/<-V+yW6c$*`h&GFHE�(*`�<�(*,tE�:=<c>A`e&+��FvE�(*`�<��] IYVG&�kc(*V[kc&+Vp(*kc(*��V/<-,t(*`�<�FH$*VgjaE�& ] _�E ] &lkWVG&�jSnoV/<-V�<-`eE�@�V/<c8

kc(*s%2c:=<}kWVo< !5&+IYVG('E+V/<�k-Vo,gjcJ U � ��x�,tE+Vp$'$'E+V#,t(*)+"�"-Vp&/F ] ,/.Rk�Fe,�, k%(*Vg(*<�jS`e> E;@5FH&+V^&+VvFv$'(*,t(*VG&�E+V/<���Vp&�>rFh"c&+V/<<-`�)+" n ] ] <-s�Vo<�F ] `�kWVG&�<c(*)+"aE[V���nG(zVo<aE[sRV/< ] sK,t(*<Wkl2e! ] ,�k%(*Vo,�V/� LB& ] <Wk3@ ] &+k-V[(*< k-V/��4KJL �%Z�&+`��tVG_�EVp(*<-V5qR4 ��� Fh,�VG&�_RFh��Vp&GFKFh<-sRV/,�)+"�F �YEX.hk%(*Vk%(*Vo,�V5qR4 �c:r<c>�`h&+�DFvE�(*`R<Nn ] ,+Fh����Vo<N� ('E�VG(*<WVo� LB&GF ] @�Vp&�E+I%('$*kkc('&+Vp_�E5$'(*VG>AVp&�EX2� VoIYV/<�k-V/<�!5&+IYVp('E+Vo<�n ] &�:=<aE+Vosh&GFHE�(*`�<�kWVG&��lVp&p<auaVG&�>7Fe"%&+Vo<3@ ] &+k-V[k�Fe,�ja�c,tE+Vo� n ] &�jSnoV/<-V/<-V+yW6c$*`h&GFH8

E�(*`R< � � �-@gVG('E+Vp& uaVG&�uS`h$'$*,tEH�Fe<Wkc(*shEX2�jS`�@ ] &+k-Vo< kc(*V#"WV ] &�(*,tE�(*,�)+"WVo< U VG@gVG&�E ] <-sR,t> ] <%_%E�(*`�<-V/< n ] &! ] ,t@BFh"c$ua`R< � Fh��Vp&GFRFv_�E�(*`R<WVo< k ] &+)+" VG(*< E+"-V/`e&+VpE�(*,�)+" > ] <-kc(*Vp&�E+Vo, � �] E+nG$'(*)�"c_SVp('E+,t_RFH$'_��] $#VG&+,�VpEpnpE � q�� ] <-k k�Fe,k ] &+)+"�kc(*VK:r<SE+V/se&GFvE�(*`R<�<-`hE;@gVo<Wkc(*s�VBs�VG@g`e&+kWVo<WV3jS)+"c$'(*V � Vo< kWVo, � &+VG(z,m$ F ] >A,5F ] ,gj�V/<-,�`e&�('_ ] <-k !5_�E+`e&�('_&+VvFv$'(*,t(*Vp&�E � x���2 � yW6YVG&�(*��V/<aEpV�(*< np@�Vp(�uSVp&p,�)+"%(*VokWVo<WVo< U �] &+` ] ��s�V/I ] <WsRV/<l.a(*< kWVo<WVo<�<�Fh)+" k%&+VG(��BI��tVG_�8E+Vo<1.[VG(*<WVo� �l`�)+"WVG&X.[VG(*<WVo� !BIc&+`e$'$*Vp& ] <-k VG(*<WVo� � $*V/I1V/,tE�('> EX.[sRV/, ] )+"aE @ ] &+k-Vh.�IYVG$zVos�Vo< k ] &+)+" Vp(*<-V� &�_aVo<W< ] <-s�,t&GFHE+V#ua`R<�TRq � IYVonp(*V/" ] <-s�,t@�Vp(*,�V ��O � kc(*VNJ ] <c_�E�(*`R<W,t>m�Fh"c(*sh_SVp('E#k-V/,3jR�c,tEpV/��,/2 -] &K�#I��tVp_%E�$*`h_RFH$'(z,m(zVG& ] <Ws�@ ] &+kWVo< uSVp&+,�)+"c(*V/k-V/<-V���Vp&�>rFh"c&+V/< ] <aE+Vp&+, ] )+"aEX.%k%(*VKF ] >�J-Fv&+I-"%(*,tEp`�se&GFh� 8

��Vo< I�Fh,t(*VG&+V/<l2%4�(*Vg(*<aE+VG&+V/,�,m(*Vp&+V/<-k-V/< �#I��tVG_�E+Vg@gVG&+k-V/< k�FeIYVp(-� ('E VG(*<WVo�   `�`����W�#I��mVp_�E�(�u�>A`e&+��FHE�>+�] $'8$*V/<-k F ] >AsRV/<-`R����Vo< ] <Wk k�Fe,3J-FH&+IW"c(*,tE+`Rsh&GFe��� (*< ] <aE+Vp&p,�)+"%(*Vok%$'(*)+"-V/< J-Fv&+Ic&H�F ] ��Vo< ] <Wk @��Fh"c$*I�Fv&+VG&� ] Fe<aE�(*,t(*Vp& ] <Ws�s�Vo,�6YVp(*)+"-Vp&�EX2  �] & �l`e_RFv$'(*,t(*Vp& ] <-s�Vp(*<-V/,��BI��mVp_�E+,5@5('&+k k%(*V j�n/Vo<WV�n ] < �Fe)�"-,tEK� ('E#VG(*<WVG&s�VG&�(*<-s�Vo< U &+V/<-<a@�Vp('E+V�F ] >AsRV/<-`�����V/<l2S!#<W,�)+"c$'(*V � V/<-kD@5('&+k�kc(*V�j�)+"a@�V/<c_�8 � Vp(*s�Vo6Y`R,t('E�(*`�< k-Vp& � Fh��Vp&GF] <Wk kc(*V U &+V/<-<a@gVG('E+VK,�` uSVp& �Fe<Wk-Vp&�EX.�k�Fh,�,�k�Fe,g"a�c6Y`eE+"-VpE�(*,t(*VG&�E+VN�#I��tVG_�E5,t(*)+"D@B(*V/k-Vp&g>�`h&+�DFvE�> �] $'$*Vo<Wk�(*<k-Vp& U ('$*k-� ('E�E+V}IYV ��<-kWVGEX2�4 ] &+)+" k-V/<i�[VG&+sh$*VG(*)+" uS`�< � (*,tE+`�se&GFe����Vo<ikWVo,}�BI��tVG_�E+, ] <Wkiua`R< � (*,tE+`e8sh&/Fh����V/<l.�kc(*V�F ] ,��Vp('$*Ic('$*kWVG&+< k-Vo,�j�n/V/<-V/<%I%('$*k-,3sRVp@�`�<-<WVo<�@�Vp&+k-V/<l.Y_l�`R<W<-V/<�< ] < � �c6Y`eE+"-V/,�Vo<�>+�] &kc(*V Z�`�,t('E�(z`R< k-V/,�sRV/, ] )+"aE+Vo< �#I��mVp_�E+,N(*� U ('$*k sRV/��Fe)+"aEN@�Vp&+k-V/<l2  �] � �[Vp&+se$*Vp(*)+" uS`�< � (*,tE+`�se&GFh�}8��Vo<�@ ] &+kWVo<�nvFh"c$'&+Vp(*)+"-V �[VG&�>7Fe"c&+V/< ] <aE+Vp&+, ] )+"aE ��(*<�� xRq ��@5('&+k�k�Fv&+sRV/,tE+VG$'$'EX.lk�Fh,�,K,t(*)+"ik�Fe,K<WV ] FH&�E�(*sRV�[VG&�>7Fe"%&+Vo<�k-Vp& ,�`NsRV/<�Fh<-<aE+Vo< mVXFH&�E+"���`XuaVp&p, � ,[k%(*,tEGFe<-)/V � Fv$*,C�F � >+�] & kWVo< �[VG&+se$zVG(*)+" s ] E Vp(*sR<WVGEX2a!5$'8$*Vp&+kc(*<-s�,^(*,tE�(*� 6%&GFH_�E�(*,�)+"WVo< � (*<W,+FHE+nKk%(*VK"-`�"-V%��F ] >�n/VG('E�_a`R��6c$*V+y%('EH�FHE5`e> E�Vp(*< LB& ] <Wkl.�VG(*< ,�)+"W<-Vp$'$*VG&+V/,�[VG&�>7Fe"%&+Vo<�� I1Vp(*,�6c(*Vp$*,t@�Vp(*,�V�k-V/< ,tEGFHE�(*,tE�(*,�)+"WVo<���� ����Vo,tEKn ] uaVG&�@gVo<Wk-V/<l2U ('$*k d�n/Vp(*seE5kc(*V � &+sRV/I-<c(z,�,�V5ua`R< � (z,mE+`�se&GFh����uSVp&psh$*Vp(*)+"-V/<��}('E�E+Vp$*,�� � ��Vo,tEg(*<�!#I-"��Fe<Wse(*sh_SVp('EBkWVG&

s�VG@��Fe"%$'E+Vo<�J-Fv&pI%&H�F ] ��V ] <-kDk-Vp&�� ] Fh<aE�(*,t(*Vp& ] <Ws}kWVG&KJ-Fv&+I-"%(*,mE+`�se&GFh����Vh2

4 C� 7�� ��495 :��85 ;X=15 �?5 � � E�?5gC C 4%5 : ���

:=� �Vp('$*6%&p`��mVp_�E�fgx kWVo,KjS`R<-kWVG&�>A`e&+,�)+" ] <WsR,�IYVp&+VG(*)+"W,BQ�ORq�@�Vp&+k-V/< Ic('$*kWI�Fh,t(*VG&�E+V���Vp&�>rFh"c&+V/< n ] &5�#(*, ] FH8$'(*,t(*Vp& ] <-sD_S`���6%$*VpyWVp& j�noV/<-V/<�uaVG&�@�V/<-kWVGEX24�Fe, j�n/Vo<WVo<W��`�kWVG$'$�@5('&+kisRV/<-Vp&�(*VG&�EX.Y(*<-kWVo� �}(�E�E+Vp$*,3VG(*<WVG&"�Fh<-kWsRVp>+�] "c&�E+Vo< � Fe��Vp&/F U ('$zk-VG&#Vp(*<-Vp&5I1Vp$'(*V/Ic(*s�Vo<ij�n/Vo<WVKua`R<�u�(*Vp$*V/< ?7��Vo"%&pVp&+VK" ] <-k-Vp&�EoM�uSVp&+,�)+"c(*V/k-Vp8<-V/< j�Vp('E+Vo<iF ] >AsRV/<-`R����Vo<D@�Vp&+k-V/< ?7!5_�, ] (*,tE�(*`R<1M�.�kc(*V V/<aE+,�6c&+Vo)�"-V/<-k-V/< Z�`�,t('E�(*`R<WVo<�k-Vp& � Fe��Vp&/F n ]�tVokWVo� U ('$*k�kc('&+Vp_%EF ] , kWVo< U ('$*k-k�FHE+V/<}Vp&�&pV/)+"W<-VGE�@5('&+k ? � Fv$'(*Ic&�(*Vp& ] <Ws%M�.SVp(*<-V5s�Vo`���VGE�&�(*,�)+"-V5!#6W6c&+`oy%('8��FHE�(*`�<}k-Vp&BjSnoV/<-V#Vp&�>�`h$*seE�?rs�Vo`���VGE�&�(*,�)+"-V#w5Vp_S`�<-,tE�& ] _�E�(*`�<1M ] <Wk}k%(*Vo,�VK:r<c>A`e&+��FHE�(*`�<}k�Fhn ] uaVG&�@�V/<-kWVGE@5('&+kl.�<-V ] VN!#<-,t(*)+"aE+V/< kWVG&�jSnoV/<-V�F ] ,5IYVG$'(*V/Ic(*s�Vo<iZ�`R,t('E�(*`�<-V/< n ] VG&+n/V ] sRV/<�?76c$zVo<W`R6cE�(*,�)+"WV�C `�k-Vp$'$'(*Vp8& ] <Ws%M�24�(*V�05<aE+Vp&+, ] )+" ] <WsRV/<}n ] & � FH$'(zIc&�(*VG& ] <-s�sh(*<-s�Vo<�k�Fh"c(*<WsRV/"-V/<-kl.akc(*V5,�6YVonp(*Vp$'$*Vo< � (*sRV/<-,�)+"�FH> EpV/<�uS`�<

U ('$*k-,tE�&H�`R��V/< F ] ,�n ] < ] E+n/V/<l.1k%(*V}� ('E�Vp(*<-Vp&N"�Fe<Wk-s�VG>+�] "%&�E+V/< � Fh��Vp&GF F ] >�s�Vo<W`R����Vo<�@ ] &+k-V/<l2l4KFhI1Vp((*,tE ,�6YVonp(*VG$�$�k�Fh,�! ] > E�&+VpE+Vo< uS`�< �05IYVG&�_�&+V ] n ] <-s�Vo< k-Vo, U VG@gVos ] <WsR,�6c>7FekWVo,�k-Vp& � Fh��VG&GFin ] Vp&�_SV/<c8<-V/< ] <Wk (*<�kWVG&�j�)+" �FvE+n ] <-s�n ] IYVp&R�] )�_c,t(*)+"aE�(*s�Vo<12 � (*VG&�>+�] &3@ ] &+k-V3(*< � `%`�6YVG&GFvE�(*`R<��}(�E�Zjc:�87��:mj%:mf5j

Page 9: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

5 10 15 20 25 30 35

Chi2 - ABChi2 - RG

Chi2 - RG2Chi2 - UV

Chi2 - HChi2 - RGBChi2 - HSI

Chi2 - YUVChi2 - LAB

U ('$*k d � � (*,tE+`Rsh&GFe����uaVG&+sh$*VG(*)+"��}(�E�E+Vp$*, � � ��Vo,tE

�lV ] uaVo< VG(*< !#<-,+FvE+n}V/<aE;@5(*)�_aVG$'EX.kWVG&�,X�Fh�}$'E�$'(*)+"WV � Fe)+"�I�FH&+,�)+"�Fv> E+,�IYV/nG(*V/" ] <-s�V/< nG@5(*,�)+"WVo< IYVG$'(*V/Ic(*s�Vo<U ('$*k-Vp&+< k-Vp& jSV , ] Vo<Wn IYVG&��] )�_c,t(*)+"aE�(*seE � xS\ �7205� ,�6YV/nG(*Vp$'$�F ] ,�$ Fe<WsRV/< Z ] <%_�E�E�&GF �mVp_�E+`e&�(*V/< �] I1Vp&3u�(*VG$*VU ('$*k-Vp&�"%(*<a@�V/siVG(*<WV ,tEGFeI%('$*V w5Vp_S`R<W,tE�& ] _�E�(*`R< n ] Vp&+noV ] s�Vo<1.�(*,tE�F ] ,}kWVG& ��('E+VG&GFvE ] &}kc(zV ,�`isRV/<�Fh<-<c8E+V�JWFH_�E+`h&�(z,m(*Vp& ] <WsR,���VGE+"W`�k-V�IYVG_RFh<-<aEX2�ja(zV},�VGE+npE�VG(*<WV ua`e$'$*,tEH�Fh<-kc(*s�V ja(*)+"aE+I�Fv&�_SVp('E Fv$'$*Vp&�uSVp&�@�V/<-k-VpE+VG&j�n/V/<-V/<-6 ] <c_�E+V�@��Fe"%&+Vo<Wkik-Vp& s�V/,pFh��E+V/<�j�V , ] V/<-n ua`e&GF ] , ] <-k�$�(*VG>AVG&�E Vp(*<-V�6c&+`��mVp_�E�(�uSV�w5VG_a`R<W,mE�& ] _�8E�(*`R<12�05� k%(*Vo,�V � Fh)+"aE+VG('$zV n ] IYV/"-V/I1V/<l.W@ ] &+k-V3kc(*V/,�V}C�VGE+"-`�kWV F ] >[��VG('$*,�V , ] V/<-n/Vo< Fh<-s�VG@5Fe<-k%EX.�kc(*V��VG('$'&+Vp_S`�<-,tE�& ] _�E�(*`�<-Vo< > ] ,t(*`�<c(*Vp&�E ] <-k �}(�E�E+Vp$*,�jSVG$*IW,tE�_RFv$'(*Ic&�(*Vp& ] <Ws Vp(*<-V ��VpE�&�(z,�)�"-V�w5VG_a`R<W,tE�& ] _�E�(*`R<Vp&p� ('E�E+Vp$'E � x�x��72 U ('$zk � noVp(*seE#k�Fe,#w5Vp_S`�<-,tE�& ] _�E�(*`R<W,�VG&+s�VoIW<c(*,Vp(*<-Vp&#&+VXFH$*V/< jSnoV/<-Vh2:r< k-Vp&}Ic('$*kWI�Fh,t(*VG&�E+V/< j�n/V/<-V/<-��`�k-VG$�$'(*VG& ] <-s�@ ] &+k-V/< � &�@gVG(�EpVp& ] <WsRV/<�kWVG& IYVp_RFe<-<aE+V/< ��Vp&�>rFh"c&+V/<

V/<aE;@5(*)�_aVG$'EX.lkc(*V�,�6YV/nG(*Vp$'$[I1Vp(�k-Vp&#��Vp&�@�V/<-k ] <-s�ua`R< U (�$*k-Vp&p<�Vp(*<-Vp&�"�Fh<-kWsRVp>+�] "c&�E+Vo< � Fh��Vp&GF <-`eE�@�V/<c8kc(*s @ ] &+k-V/<l2-4�(*V�I%(*,�"-Vp&BIYVp_RFe<W<aE+Vo<��[Vp&�>7Fe"%&+Vo<DuSVp&�@�V/<-k-VpE+Vo<Dkc(*V3sRV/`R��VGE�&�(*,�)+"�&+V/s ] $=�FH&KFh<-s�Vo`h&pkW<-VpE+V  @gVG( � � IYVo<WVo< �cZ�FH&GFh��VpE�&�(*,t(*VG& ] <-sik-V/, ��(*)+"aE�>�Vp$*k-V/,/. @�Vp$*)+"-V�IYVG(5�[VG&�@gVo<Wk ] <Ws�&+VvFv$*Vp& � Fe��Vp&/FhIc('$*kWVG&� ('E <c(*)+"aE�&+V/s ] $r�FH&+Vo< ! ] >A<�Fh"-��Vo6Y`�,t('E�(*`R<WVo< (*<aE+Vp&p6Y`h$'(*VG&�E�@gVG&+kWVo< � ] ,�,tE+Ve2�0�� kc(zVo,�V/<�>AVo"%$*VG&+IYV/"�Fv> 8E+VGE+V/<�:r<aEpVp&+6Y`e$ FvE�(*`R<W,�,�)+"%&�('E�E�n ] uaVG&+��VG(*kWVo<1.[@ ] &+k-V Vp(*<-V�C �`Rsh$'(*)+"c_aVG('E V/<aE;@5(*)�_aVp$'Ev.gkc('&+Vp_�EDF ] ,�k-V/<� Fe��VG&GFhIc('$*kWVG&+< <-V ] V u�('&�E ] VG$'$zV�jSnoV/<-V/<�Fh<-,t(*)+"aE+V/< n ] Vp&+noV ] s�V/<l.@g`RIYVp(�kc(zV�&+Vp_S`�<-,tE�& ] (*Vp&�E+VDjSnoV/<-V/<c8s�Vo`���VpE�&�(*V�Fhk�Fh6cE�('u�(*< @��Fe"%$*I�Fv&+VG&KL�Vo<�F ] (zse_aVG('E#uaVG&�@gVo<Wk-VpE�@5('&+kl2 � x � .�xRQ �72Z$*Vo<W`R6%E�(z,�)�"-VKj�n/Vo<WVo<W��`�kWVG$'$*Vg>7Fe<Wk-V/<�F ] � Vp&+k-V/� !B<S@gVo<Wk ] <-s�(*<�kWVG&F ] E+`R��FvE�(*,�)�"-V/<�j�Vp$*I-,tE�$*`h_RFH8

$'(*,t(*Vp& ] <-s3��`RI%('$*VG& ja�c,tE+Vo��Vh2 � (zVG&+IYVG(%@ ] &+k-V[uaVG&+, ] )+"aEv.e� ('E�E+Vp$*,^�B6cE�(*� (*Vp& ] <-s5k%(*V��tVo<%(*sRV/<�Z�`R,t('E�(*`�<-,�6�FH8&GFe��E+VG&n ] ��<-k-V/<l./>+�] &@gVG$*)+"WV�Vp(*<-V�u�('&�E ] Vp$'$%Vp&+noV ] shE+VBjSnoV/<-V/<�Fh<-,t(*)+"aE�� ('E�k-Vp&&+VXFH$*V/<l.Hua`R<�kWVG& � Fh��Vp&GFs�VG$'(*Vp>�Vp&�E+Vo< !#<-,t(*)+"aE �] IYVG&+Vp(*<-,tE�(*����EX2�4KFhIYVG(�@�Vp&+k-V/<�> �] &#uS`�� 6c&+`�I�FeI%('$'(*,tE�(*,�)+"-V/< U Vp@�V/s ] <-s�,���`�kWVG$'$

T

Page 10: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k � ���BI1V/< $'(*<%_c, � U ('$*k�Vp(*<-Vp& j�V , ] Vo<Wn ua`R< � O�O � (*<WnoVp$ F ] >�<�Fe"W��V/<l2B�BIYVo< &+V/)+"aE+, ��V+y%E�&/Fh"c(*Vp&�E+VZ ] <c_�E+��VG&�_c��FH$*Vh.o@gVG$*)+"WV �] IYVG&[FH$�$*V � OROB! ] >A<�Fh"-��Vo<�"%(*<a@�V/sKuaVG&�>A`e$*shE�@�VG&+kWVo<�_S`�<-<aE+Vo<12R05<aE+Vo< $'(*<c_c, �kc(*V ,t(*)+" <�Fe)+"ikWVG& � Fv$'(*Ic&�(*Vp& ] <Ws Vp&ps�V/I1V/<-kWVo<�&+Vp_S`�<-,tE�& ] (*Vp&�E+Vo<iqR4 �cZ ] <c_�E+V}Fv$*, �BIYVG& ��Fe)+"WV u�(*, ] Fv$'('8,t(*Vp&�EX2Y05<aE+Vo<D&pV/)+"aE+, �-kc(*V3&+Vp_S`�<-,tE�& ] (*Vp&�EpVN�#IYVp& �Fe)�"-V3�}('E5�V+y%E ] &X2

s�VG$'(*Vp>�Vp&�E+V � �c61`hE+"-V/,�Vo< u%(�&�E ] VG$'$*V U ('$*k-Vp&�VG&+n/V ] seE ] <Wk � ('E�kWVo� &+VvFv$*Vo< � Fh��Vp&GFeI%('$*k�uSVp&+se$'(z)+"-V/<l2�:r<� yW6YVp&�(z��V/<aE+Vo<�(*<i&+VXFH$*Vp& 05��sRV/I ] <Ws�_S`�<-<aE+V ] <aE+Vp& U VG&��] )�_c,t(*)+"aE�(*s ] <-s Vp(*<-Vp&�ua`R� ��`�Ic('$zVo<�jR�W,tE+V/�F ] ,�sRVp>+�] "c&�E+Vo< U Vp@�V/s ] <-s�(*< @gVo<%(*sRV/< �B6cE�(*� (*Vp& ] <-s�,�,�)+"c&�('E�E+Vo< kc(*V EGFHE+,X�Fe)�"c$'(*)+"WV Z`�,t('E�(*`R< VG&+� ('E�E+VG$'E@�Vp&+k-V/< ��� ��2

; 4���� �8A :��� �� �

45(*V�!�&pIYVp('E+Vo<�n ] &KF ] E+`R��FHE�(*,�)+"WVo< jR(*)+"aE+6c& �] > ] <Ws�E+Vo)+"W<c(*,�)+"WVG&��BI��tVG_�E+VNF ] >�(*<aE+Vp&�>�Vp&+`R��VGE�&�(*,�)+"WVG& U FH8,t(*,^@ ] &+k-V/< (*� w#Fh"-��V/<}k-V/,s�Vo��Vp(*<-,+Fh� � ('EkWVo� U &+Vo��Vp&:=<-,tE�('E ] E�>+�] &g!#<-s�VG@5Fe<WkcE+VKjaE�&GFe"%$'E+Vo)+"W<c('_? U :=!�jWMYk ] &p)�"-sRVp>+�] "c&�E+V/< 4�JL Z&+`��mVp_�E+,�FhI-s�Vo,�)+"%$*`R,�,�V/<l2R4KFh,   (*Vp$ck-V/,�Z&p`��mVp_�E+, @5FH&k%(*V � <SE�@5(*)�_�$ ] <WsVp(*<-V/,Z�&R�] >A,t�c,tEpV/��, n ] &[noVp&+,tEH�`e& ] <WsR,t> &pVp(*V/<}:=kWVo<aE�(��W_RFHE�(*`�<�uSVp&+IY`e&+sRV/<-Vp& C FvE+VG&�( Fv$'>�V/"c$*Vp&�� x����72S4�(*Vo,[,�`h$'$'8E+V�k ] &+)+" k-V/<���Vp&+se$*Vp(*)+" Vp(*<-V/,KVp$ Fh,mE�(*,�)+"�uaVG&�>A`e&+��E+V/< Z�&��] >�`�I��mVp_�E+,5�}('E#kWVG&K,t(*� ] $'(*Vp&�E+Vo<���Vp&�>�`h&+� ] <Ws

� O

Page 11: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k�Q ��FaMBjS)+"-Vp&+`Rsh&GFe��� VG(*<WVG& � &+VG(z,�6%$ FHE�E+V3I1M��[VG&+, ] )�"-,�`RI��mVp_�E U Fv$'_SV/< � ('E �5] E

Vp(*<-V/,}�#I��tVp_�Ep��`�k-Vp$'$*,K� ('ENsRV/,�)+" �FvE+nGE+V/� C�FHE+Vp&�( FH$'>AVo"%$*VG& Vp&+nG(*Vp$'EN@�Vp&+k-V/<l2 45(*V &+VvFv$*Vo< ��Vp&�>�`h&+� ] <WsRV/<@ ] &+kWVo<�� ('E�E+VG$*,^(*<aE+VG&�>AVG&+`���VpE�&�(*,�)+"-Vp&BC�Vo,�,tuaVG&�>7Fe"%&pV/< s�Vo��V/,�,�V/< ] <-k�kc(*V3,t(*� ] $�(*VG&�E+V/<���Vp&�>�`h&+� ] <WsRV/<Fh<�FH$'��E�(*,�)+" I-np@N2 �}('E�E+Vp$*,+��<c(�EpVp& � $*V/��V/<aE+V}IYVp&pV/)+"W<-VGEX24BVG&�jS)+"a@�Vp&+6 ] <%_�E�kWVG&�!5&+IYVG('E+V/< kWVo, �lV/"c&�8,tE ] "%$*,g$ Fes (*< kWVG& � <aE�@5(*)�_�$ ] <-s uS`�< �[Vp&�>7Fe"%&+Vo<�n ] &KC Vp&�_c�DFv$*,�IYVG&+V/)+"-< ] <-s}F ] ,g(*<aE+VG&�>AVG&+`���VpE�&�(*,�)+"-V/<C�Vo,�, ] <WsRV/<l.�kWVG&Kw5V/se(z,mE�&�(*Vp& ] <Ws k-Vp&KC V/,�,�`RI��tVG_�E+V ] <Wk k-Vp&%� �`R, ] <-s}kWVo,K�B6cE�(*� (*Vp& ] <-s�,�6c&+`RI%$*Vo��,/24�(*VK6%&�(z<-np(*6c(*Vp$'$*V�J ] <c_�E�(*`�<�Vp(*<-V/,,�`h$*)+"-V/< ja�c,tE+Vo��,�@ ] &+kWVBFh� �lVo"%&+,tE ] "c$YFe<W"�Fe<Wk}Vp(*<c>7Fe)+"WVG&5C V/,t8

,�`RI��mVp_�E+V�kWVo��`R<W,tE�&�(zVG&�EX2�j�`�@ ] &+k-V ] 2PFS2�k%(*V � ] VG&�_a`R<aE�&GFH_�E�(*`�<-,�nvFh"c$F ] ,�k-Vp& U (*Vos ] <Ws Vp(*<-Vp& � &+VG(*,t86c$ FvE�E+V�? U ('$zk�Q�FSM�VG&+� ('E�E+VG$�E ] <-k�k%(*V%� FhsRV ] <Wk��g(*VG>AV5uSVp&+,�)+"c(*V/k-V/<-Vp& ��] E+V5(*< U FH$'_aVo<�s�Vo,�)+"��FHE+npE�? U (�$*kQhI1M�2^4�(*V �[Vp&�>A`e&+� ] <-s�Vp&�>�`h$*seE+V k ] &+)+" VG(*<WV 6 ] <c_�E�> �`h&+�}(zsRV  �] s�I1Vp$ Fh,mE ] <-s%2  �] & � �`�, ] <-s�kWVo, <c(*)+"aE�8$'(*<WVvFv&+Vo<��B6cE�(*� (*VG& ] <-s�,�6%&+`RI%$*Vo��,5@ ] &+kWV�n ] <��Fe)+"W,tE�Vp(*<-V}Z�Fv&/Fh��VGE+Vp&+"S�c6Y`hE+"-V/,�VNs�Vo<WVG&�(*Vp&�E ] <Wk�k�Fe<W<kc(*V C�Fvy%(*� ] � ��('_SVp$'(*"-`�`�k J ] <c_�E�(*`R< �}('E�kWVo� �lVpuSV/<�I1Vp&+se8;C�FH& , ] FH&+kcEN�[VG&�>7Fe"%&+Vo< �DFXy%(*� (*VG&�EX2l!5$*,C�Vo,�,tuSVp&�>rFh"c&+V/<i@ ] &+kWV�<-V/I1V/<ik-Vp&N"-`e$*`�se&GF ��,�)+"WVo<i:=<aE+Vp&�>�Vp&+`R��VGE�&�(*VN(*� uSVp&+sSFh<-s�Vo<-V/< baFe"%&�F ] )+"ikc(*Vj�6YV/)�_�$*V�:=<aE+Vp&�>AVp&p`���VGE�&�(*V ] <-k k%(*VK(*<�k-Vp&K:=<-k ] ,tE�&�(*V#uaVG&+I%&pVp('E+VpE+V j�)�"-Vp&p`�se&GF ��VKVp(*<-s�V/,�VpE+nGE ? U ('$*k�\RM�2 -] & � &+�}('E�E�$ ] <-s�k-Vp&KLKV/<�F ] (*sh_SVp('E5k-Vp&�Z�FH&GFh��VpE+Vp&p,�)+"��FHE+n ] <WsN@ ] &+k-V/<���Vp&+, ] )+"WV�� ('EBFv$'$*V/< C V/,�,t8

] <Wk}! ] ,t@�Vp&�EpVpuSVp&�>rFh"c&+V/<}n ] &�C�V/,�, ] <-sNk-V/, w#F ] ,�)+"-V/<-,[kWVG& � (z<-sSFh<-s�,�k�FvEpV/< kWVo,Z�Fv&/Fh��VGE+Vp&+,�)�" �FHE+n/VG&+,k ] &+)+"-s�VG>+�] "%&�EX2eCD('E�EpVp$*, C�`R<aE+VBfgFv&�$*`�C�VGE+"W`%kWVo<N_a`R<W<aE+V,�`R� ('E[F ] )+" `R"W<-V[�[Vp&�@�V/<-k ] <-sKVp(*<-Vp& se&+` � V/<jaE�(*)�"-6c&+`�I1V�k%(*V�jRE�&+V ]-] <-s�k-Vp&�Z�FH&GFh��VpE+VG&3VG&+� ('E�E+VG$'E#@gVG&+kWVo<12 � ,K"�FvE�,t(*)+" Fh� U VG(*,�6c(zVG$ k-Vp& U Fv$'_SV/<s�Von/VG(*shEX.k�Fh,�,K,�VG$*IW,tE�(*� J-FH$'$zV}k-Vp&N!#<a@�V/<-k ] <-s�k-V/,�ja�c,tE+Vo��,#n ] &�:=k-V/<aE�(��-_RFvE�(*`R<�uS`�<���Fe<Wk-kc(z)�_SV/<c8,�)+"a@��Fe)+" ] <-s�Vo<�VG(*<%>rFh)+"-Vp&��#I��mVp_�E+Ve.�k�Fe,KjS)+" �FvEpn/6c&+`�Ic$*V/� ,�)+"c$*V/)+"aE#_a`R<Wkc('E�(*`R<%(*VG&�E5(*,tE ] <Wk Vp&p,tEKF ] ,�sRVp86c& �FhseE+V�jS)+"a@ �Fe)+" ] <-s�Vo<�,m(*)�"-Vp&�s�Vo��V/,�,�Vo<�@gVG&+kWVo< _ �`�<-<WVo<12  �] k-V/� "�FHE5,t(*)+" "WVG&GF ] ,�sRV/,tE+VG$'$'EX.-k�Fe,�,5kc(*Vja(*� ] $ FvE�(*`R<�&+VXFH$*Vp&5��Vp&�>�`h&+� ] <WsRV/<�@�Vp('EGF ] ,5,�)+"a@5(*VG&�(*s�VG&5(*,tEX.�Fv$*,�Fh<-s�Vo<W`R����Vo<�@ ] &+kWV ] <Wk�kc(*V3k�FhI1Vp(s�Vo��Fe)+"aE+V/< J%Vo"c$zVG&KIYVp& �] )�_c,t(*)+"aE�(*seE5@gVG&+kWVo< � �] ,�,�V/<l2-:=<a@5(*Vp>�Vp&+< k%(*Vo,�V/,KZ�& �] > uSVp&�>rFh"c&+V/<�> �] &�(*<Wk ] ,mE�&�(*Vp$'$&+VG$zVGuRFh<aEpV Z&R�] >�`�I��tVG_�E+Vh.1@5(*V�nh2 U 2[jcFHE+Vp$'$'('E+V/<aE/Fh<c_c,�s�VoVp(*sR<WVGE�(*,tEX.,�`h$'$ (*<  �] _ ] <%> E Fe� U :r!�j�s�Von/VG(*shE@�Vp&+k-V/<l2

� �

Page 12: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k \ �c�[VG&+, ] )+"-,+F ] >�I�F ] n ] &NjS)+"-Vp&+`Rsh&GF ��V3� ('E � &+VG(z,�6%$ FHE�E+VNFH$*,#C�Vo,�,�`�I��mVp_�E

� x

Page 13: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� E ?5gC C 495�: ���� �� �� :�� 5 ��� �� ���_E ��� 7c5�� �85 �

45(*V�!�&pIYVp('E�05<aE+Vp&p, ] )+" ] <Ws uS`�< <WV ] &+`R<�Fv$*V/< � VpEpn/V/< n ] &��BI��tVG_�E+Vp&�_SV/<-< ] <Ws ] <Wk��a$z`e_RFv$'(*,+FHE�(*`�< @ ] &�8k-V3>A`e&�E+sRV/,�VpEpnpEX2   (*Vp$(*,tE#k%(*V � &�_SV/<-< ] <Ws ] <Wk�l`h_RFH$'(z,m(*Vp& ] <Ws}ua`R<�qR4 �-�BI��mVp_�E+Vo<�k ] &+)+" Vp(*<-n/VG$*<WV xR4 �LB&GF ] @gVG&�E+Ic('$*kWVG&X2�4�(*V C `hE�('uRFHE�(*`�<�Vp(*<-V/, <WV ] &+`�<�Fv$*Vo< !#<-,+FvEpn/V/,�$'(*V/seE�(*< (*"c&+V/< u�(*Vp$*Vo< 6Y`R,t('E�('uaVo< � ('8s�Vo<-,�)+"�FH> E+Vo<D@5(*V�nh2 U �lVp&p<%>m�Fh"c(*sh_SVp('EX.�"��`R"-Vp&+V�J%Vo"%$*VG&�E+`h$*VG&GFh<-n ] ,t@N2:r� L�Vos�Vo<W,+FHE+n5n ] �] Ic$'(*)+"WVo<�<-V ] &+`�<�Fv$*Vo< �[VG&�>7Fe"%&pV/<�@�Vp&+k-V/<�"%(*VG&^,�Vos���V/<aE�(*VG& ] <-sR,t> &+VG(*V�C VpE+"-`�k-V/<

uaVG&�@�V/<-kWVGEX. ] � ] <-Vp&�@}�] <-,�)+"aE+V�05<aE+VG& ��IWnG@N2 �05IYVp&p,�V/sR��V/<aE�(zVG& ] <Ws�n ] uaVG&+��VG(*kWVo<12�4�FeIYVp(�@5('&+k�uaVG&�8, ] )+"aEX.�kc(*V :r<aE+Vo<-,t('EH�FvE+,t@�Vp&�EpV�k-Vp& U ('$*k-6 ] <c_�E+V�kc('&+Vp_�E�FH$z, ] &+,�6c&��] <-se$�(*)+"-V�C Vp&�_c��FH$*V�n ] uaVG&�@gVo<Wk-V/<l2CD('E�k%&+VG( ] <aE+VG&+,�)+"%(*Vok%$'(*)+"i,tE�& ] _�E ] &�(*Vp&�E+V�<WV ] &p`�<�Fv$*V � V/nGE+V�@gVG&+kWVo< �#I��mVp_�E+V�k-VpE+VG_�E�(*Vp&�EX.�_�$ Fe,�,t(���nG(*VpEX.] <Wk �BI��mVp_�E�$ Fes�VNsRV/,�)�" �FHE+npEX2U Vp(c�[VG&�@�V/<-k ] <WsKk-Vp&�:r<aE+Vo<W,m(�E �FvE+,t@�Vp&�E+V[(*,tE�k%(*Vn ] IYVXFH&+IYVG('E+V/<-kWV�4KFvE+Vo<W��V/<-s�V ,�Vo"%&[se&+` � .H@BFh,k�Fe,

��&/Fv(*<c(*<Ws k-Vp&�<WV ] &+`R<�Fv$*Vo< � VpE+noV ] <WVG&�@}�] <W,�)+"aE#uSVp&�$=�Fe<WsRVp&+< ] <-k ] 2l032 ] <%&+VvFv$'(*,tE�(*,�)+"i��Fe)+"WVo<�_RFe<W<l2! ] >�k%(*Vo,�V/� LB& ] <Wk�@�Vp&+k-V/< n ] < �Fh)+"-,tE#VG(z< C Vp&�_c��FH$*,+F ] ,t@BFh"c$ k ] &+)+"-s�VG> �] &�EX2� Fe)+"Wk-V/� kc(*V3C Vp&�_c�DFv$*V#sRVp@�`�<-<WVo<�,t(*<-k1.S@5('&+k�n ] VG&+,tEgk ] &+)+"�Vp(*< 4#VpE+VG_�E�(*`�<-,�<-VpE+n#IYVo,tE�(*����EX.S`�I

�BI��mVp_�E+V3uS`h&p"�Fe<Wk-V/< ,t(*<-k121J-Fv$'$*, ��F�.-@gVG&+kWVo<�k�Fh<-< k%(*Vo,�V �BI��mVp_�E+VNk ] &+)+"�VG(*<�kc&+Vp(*,�)+"c(*)+"aE�(*s�Vo, � &�_SV/<c8< ] <WsR,�<-VpE+ng_�$ Fe,�,t(���nG(*Vp&�EX.%@g`RIYVp(1Vp(*< w56c&+`�6�!�$*sR`h&�(�Ep"W� ] ,�uaVG&�@gVo<Wk-VpE@5('&+kl2�:=<�@gVG('E+Vp&+Vo� j�)�"c&�('E�E @5('&+k�BI��mVp_�E�$ Fes�VNk ] &+)+"D_�$ Fe,�,�V/,�61V/nG( ��,�)+"-V/, � V/nGE3sRV/,�)+" �FvE+nGEX214�FeIYVp( @�Vp&+k-V/< np@�Vp(��&GFe<-,t$ FvE�(*`R<W,�6�Fv&/Fh��VGE+Vp&? ��� ] <-k���� � `�`e&+k%(*<�FvEpV ua`R< �#I��tVp_%E+n/V/<SE�& ] ��M�.lVG(z<�(*<aE+Vp&+<-Vp& w�`eEGFHE�(*`�<-,�6�Fv&GFe��VpEpVp&�?�w�`eEGFHE�(*`�<-,t@5(*<%8_aVG$ (*<W<-Vp&+"�Fv$*I k-Vp& U ('$*kWVoIYV/<-VHM ] <-k Vp(*<�Vpy%E+Vp&p<WVG&#w5`hE/FvE�(*`R<W,�6�Fv&/Fh��VGE+Vp&K?=w5`eEGFvE�(*`R<W,m@5(*<%_SVp$ F ] � Vp&�kWVG&U ('$*k-V/IYVo<WVhM^k ] &+)+" V/<aE+,�6%&+Vo)+"WVo<Wk-V � VGE+n/V�IYVp&+Vo)+"W<-VpEX20�� IYVo,�,�Vp&pV � &+sRV/I-<c(z,�,�V#IYVp(1kWVG& �l`e_RFv$'(*,+FHE�(*`�<�uS`�<��Fe"-<%$'(*)+"WVo< �BI��tVG_�E+V/<�n ] VG&+np(*VG$zVo<l.�@ ] &pkWV5,�61Vp8

np(*VG$'$^VG(*< F ] > � `R"W`R<WVo<W,�j-��J�C I�Fh,t(*VG&+V/<-k-V/,���Vp&�>rFh"c&+V/< Vo<aE�@5(*)�_SVp$'E �9d%\ �72 45(*V/,�Vo,3�[VG&�>7Fe"%&pV/< sh('$'E�> �] &x�4 �-�BI��tVG_�E+V ] <-k�"�FHENk-V/<���`h&�E+VG('$7.�se$*Vp(*)+"-n/VG('E�(*s�Vp(*<��#I��mVp_�E�n ] $*`h_RFH$'(*,t(*Vp&+Vo< ] <-k n ] Vp&�_SV/<-<-V/<l2 :r��[VG&+sh$*VG(*)�" n ] k-V/� "-`h$'(*,tE�(z,�)�"-V/<}�[Vp&�>7Fe"%&+Vo<�Vp&p" �`R"aE ,t(*)+"�k%(*V � &�_SV/<-< ] <WsR,t&GFvEpV ] � Q�2 d � F ] > T � 2�\ � I1Vp(sh$*VG(*)+"WVo< jaE�(*)+"-6%&+`RIYV/< � ('EKkWVG& U ('$*kWse&H�` � V�ua`R< � � x}y �c� x�2Y! ] � VG&+kWVo� ,tE+Vp(*sRVp&�E�,t(*)+"ik%(*V��l`h_RFH$'(*,+FvE�('8`�<-,�6c& �FhnG(*,t(*`�< ] � x Z�(�yWVp$F ] >�q Z�(�yWVp$ IYVG( kWVG&5��&/Fh<-,t$ FvE�(*`R< ] <-k ] � � 2 � LB&GFhk F ] >�q�2 � LB&GFek�IYVG( kWVG&w5`hEGFHE�(*`R<12:r<ik-Vp&K$*VpE+nGE+V/<   Vp('E�@ ] &+k-V�VG(z<-VDjRE�&GFHE+V/se(*V�n ] &3E�&GFh<-,t$ FvE�(*`R<W,m(*<auRFv&�( Fe<aE+V/< �#I��tVp_%E+Vp&�_SV/<-< ] <-s�Vo<aE�8

@5(*)�_aVG$'EX2 ! ] > kc(*V/,�Vp& jaE�&GFHE+V/se(*V F ] >AI�F ] V/<-k @ ] &+k-VNVG(*< ��Vp&�>rFh"c&+V/< n ] &NC V/"c& �W�#I��tVp_%E+Vp&�_SV/<-< ] <-s�Vo<aE�8@5(*)�_aVG$'E ] <-k�(*��6c$*V/��Vo<aE�(*Vp&�EX2W4�FeIYVG(l@ ] &+k-V/< � yW6YVG&�(*��Vo<aE+V#� ('Eg�[VG&+k-V/)�_ ] <WsRV/< ] <-k IYVp(l_S`���6%$*VpyWV/�� (*<aE+Vp&+se& ] <Wk k ] &p)�"-sRVp>+�] "c&�EX24�(*V[(*< � yW6YVG&�(*��V/<aE+Vo<#uaVG&�@gVo<Wk-VpE+Vo< �BI��mVp_�E+V�,t(*<Wk3(*< U ('$*kN�gk�Fv&ps�V/,mE+Vp$'$'EX2hJ��] &kc(*VjSnoV/<-V[� ('E Vp(*<-V/�

�BI��mVp_�E�IYVpE�& �FhseE#k%(*V � &�_SV/<-< ] <-sR,t&GFvE+V�Ta\a2Pq�� I1Vp(�"W`R��`�sRV/<-V/� � (*<aE+Vp&psh& ] <Wk `�"-<-V3�[Vp&pkWVo)�_ ] <-s ] <Wk��O�2Pq�� � ('E �[VG&+kWVo)�_ ] <-sRV/<l2SJ��] &�k%(*V�j�n/Vo<WV� ('E��Vo"%&+VG&+V/< �#I��tVp_%E+V/<N@ ] &+k-V�VG(*<WV � &�_aVo<W< ] <-s�,t&GFHE+V�uS`�<\hO� IYVp(1"W`R��`Rs�Vo<WVo� � (*<aE+Vp&+se& ] <Wk�`R"-<WV5�[VG&+kWVo)�_ ] <-s Vp&+nG(*Vp$'EX2 U Vp(Y_S`���6%$*VpyWV/� � (*<aE+VG&+sh& ] <-k @ ] &+kWV\hx� k-Vp& �#I��tVp_%E+V�&�(*)+"aE�(*s�Vp&�_RFe<W<aE ] <-k � Q�� k�F/ua`R< >rFv$*,�)+" VG&�_RFh<-<aEX2�45(*V �l`h_RFH$'(*,+FvE�(*`R<W,�6c&H�Fenp(*,t(*`R<IYVG( �c� x�y �c� x x�4 � U ('$*kWVG&+< I1VpE�& �FeshE�k ] &+)+"-,�)+"W<c('E�E�$'(*)+" x�2Pq�Z�(�yWVp$IYVG(kWVG&���&GFe<-,t$ FvE�(*`R< ] <-k � LB&/FhkIYVG(#kWVG&�w5`eEGFvE�(*`R< � ('E�k-V/� jcFh��6c$'(*<Wse(*<aE+Vp&�uRFv$'$guS`�< � O LB&GFek12^J5�] &�kc(*V�qR4 V+yW6YVG&�(*��Vo<aE+V�� ('E�kWVG&U ('$*k-sh& �` � V�ua`R<�x � Q#y�x � QNZ�(�yWVp$�$'(*V/seE^kc(*V �l`h_RFH$'(*,+FvE�(*`R<W,�s�Vo<�F ] (*se_aVG('Eg(*� CD('E�E+Vp$YI1Vp( � Z�(�yWVp$�IYV/n �] se$'(*)+"k-Vp&N� &GFe<W,t$ FHE�(*`�<l.x LB&GFekiIYV/n��] se$'(*)�" k-Vp&�(*<aE+Vp&+<-V/< w5`eEGFvE�(*`R<l. ] <Wk q LB&GFekiIYV/n��] se$'(*)+" k-Vp&�V+y%EpVp&+<-V/<w5`hEGFHE�(*`R<12:r� w#Fe"W��Vo< k-V/, uS`�<�k-Vp&B4�JL s�VG>t�`e&+k-Vp&�E+Vo< LB&GFek ] (*Vp&�E+Vo<%_S`h$'$*Vos�, �e45&+Vp(*kc(*��V/<-,t(*`R<�FH$*V U ('$*k�Fe<�FH$'��8

� q

Page 14: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k�� �c�[Vp&�@�V/<-k-VpE+V�xR4 ] <-k q�4 �BI��tVG_�E+V

� d

Page 15: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

,�V ] <Wk 8=,t�c<aE+"-V/,�V�N@ ] &+k-VNVp(*<-V�!5&+IYVp('EKn ] &KVG&+,�)+"WVG(*< ] <-s�,�I�Fe,t(*Vp&�E+Vo<�,tEGFHE�(*,tE�(*,�)+"-V/< �BI��tVG_�E+Vp&�_SV/<-< ] <Ws>A`e&�E+sRV/,�VGE+npEX2   (*Vp$ (*,tE#kc(*V �l`h_RFH$'(*,+FvE�(*`R< ] <-k � &�_SV/<-< ] <Ws�ua`R< q�4 �W�#I��mVp_�EpV/< (*<�xR4 ��! ] >�<�Fe"-��V/<l2  Fe"c$'&+Vp(*)+"WV}!#<-,X�FvE+noVN(*<ikWVG& U ('$zk�Fe<�FH$'�c,�VN>+�] "c&+V/<�k�FH>+�] &3n ] < �Fe)�"-,tEKVp(*<-V�jSVos���V/<aE�(*VG& ] <-s�k-Vp&�! ] > 8

<�Fh"-��V/k�FHE+V/< k ] &+)+" ] <-kDuSVp&�@gVo<Wk-V/< Vp&+,tEKkc(*V}j�V/s���V/<aE�(*VG& ] <-sR,�Vp&+sRV/I-<%(*,�,�Vh.c@5(*V � Fh<aE+Vo< ] <Wk � )�_aVo<1.>+�] &kWVo< VG(*s�Vo<aE�$'(*)+"WVo< �1`e_RFv$'(*,+FHE�(*`R<W,t8 ] <Wk � &�_aVo<W< ] <WsR,�6c&+`�noV/,�,/2S:=� LKV/s�Vo<-,+FvE+n5k�Fen ] @�Vp&pkWVo< IYVG(�k-V/�"c(*Vp&5uSVp&�@�V/<-kWVGE+V/< !#<W,pFvE+n�k%(*V�:=<aE+Vo<W,t('E �FHE+,t@�Vp&�E+V#k-V/, U ('$*k-V/,5kc('&+VG_�E#F ] ,�sRVp@�Vp&�E+VGEX20�� kc(zV U VG&+V/)+"-< ] <-s�,m_a`R��6%$*Vpy%('EH�FvE�n ] &+Vok ] np(*VG&+V/<l.e@5('&+k�Vp(*<-Vg! ] >7$=�`�, ] <WsR,�"c(*Vp&GFH&+)+"%(*V�IYV/< ] E+npEX2aCD('E

� ('$'>AV k-Vp&Kk%(*,m_�&+VpE+Vo<D��F/uSVp$*VGE�E�&GFh<-,t>�`h&+��FHE�(*`R<D@�Vp&+k-V/< F ] ,#k-V/< U ('$*kWk�FvEpV/< >+�] & �tV/k-VN! ] >7$=�`�, ] <-s�,�,tE ] >�V6 ] <c_�E�@�Vp(*,�V[$*`e_RFv$*V5C Vp&�_W��Fv$*VIYVp&pV/)+"W<-VpEv2 � yW6YVp&�(*��V/<aE+V noVp(*shEpV/<l.ek�Fe,�,�k�FeIYVp(c� ('E�b�`R"-<W,tE+`R<c87� F/uSVp$*VGE+,kc(*V3IYVo,tE+V/< C�VG&�_c��FH$*V3sRV/<-Vp&�(*VG&�Eg@�Vp&+k-V/<�_l�`R<W<-V/<l2c! ] >�k-Vp& U Fh,t(*,�kWVG&g$*`h_RFH$*V/< C�VG&�_c��FH$z,m@gVG&�E+V�VG(*<WVG&! ] >7$=�`R, ] <WsR,�V/IYVo<-V^$ Fh,�,�V/< ,t(*)+" ,tEGFHE�(*,tE�(*,�)+"-Vg45(*)+"aE+Vp> ] <c_�E�(*`R<WVo< k-V ��<c(zVG&+V/<l.ekc(*V^kc(*V^��Fe"%&+,�)+"-Vp(*<c$'(*)+"%_SVp('EVp(*<-Vp& U V/`RI�Fe)+"aE ] <-s ] <aE+Vp&�kWVG& U Vok%(*<-s ] <-s�VG(*<WVo, ��FesRV/6�Fv&GFe��VpEpVp&+,+FHE+n/Vo,NIYVo,�)+"%&+VG(*IYV/<l24�(*V �#I��tVG_�E�8$*`h_RFH$'(*,+FvE�(*`R< _RFe<-< k�Fh<-<ik ] &+)+"iVG(z<-V�C FXy%(*� ] � 8��Y('_aVG$'(z"-`�`�kc8mjS)+" �FvEpn ] <Ws k ] &+)+"-s�VG>+�] "c&�E�@�Vp&+k-Vo<1245(*V&+Vo, ] $'E�(*VG&+V/<-kWVo<�45(*)+"aE+VG@gVG&�E+VNVp&+� �`�se$'(*)+"WVo<�VG(*<WV U F/�aVo,t8 � $ Fe,�,t(��W_RFHE�(*`R<124�(*V��l`h_RFH$'(*,+FvE�(*`R<W,�s�Vo<�F ] (*se_aVG('E#$�(*VoshEKIYVG(�k-Vo<D(*< kWVo< � yW6YVG&�(*��Vo<aE+V/<�uSVp&�@�V/<-kWVGE+V/< x�4 �-�BI��tVG_�E+V/<

(*��CD('E�E+VG$cIYVp(%Vp(*<-V/��Z�(�yWVp$%IYV/n��] se$'(*)�" k-Vp&��&/Fh<-,t$ FvE�(*`R< ] <WkNVG(*<WVo� LB&GFekNIYV/n��] se$'(*)+"�kWVG&�w5`eEGFvE�(*`�<l2H45(*V� $ Fe,�,t(��-_RFvE�(*`R<�VG&�>A`e$*shEB<�Fe"WVon ] >�V/"c$*Vp&�> &+Vp(72 U VG( kWVo< q�4 � � y-6YVp&�(*��Vo<aE+Vo<�Vp&+sSFhI�,t(*)+" IYVp(�Vp(*<-V/� n ] , �FvEpnp8$'(*)+"WVo< JS&+VG(*"WVG('E+,�sh&GFek >+�] &kc(*VKw5`hEGFHE�(*`�<DF ] � VG&+"�FH$*I k-Vp& U ('$*k-V/IYVo<WVBVp(*<�� ('E�E�$*VG&+Vp&�w5`eEGFvE�(*`R<W,t>�V/"c$*Vp& uS`�<> �] <c> LB&GFekl24�(*V �l`e_RFv$'(*,t(*Vp& ] <-s�,�VG&+sRV/I-<%(*,�,�V�_ �`�<-<WVo< k ] &+)+" � (*<�I1V/np(*Vo" ] <-s $z`e_RFH$zVG& !#IW" �Fh<-se(zse_aVG('E+V/<uaVG&+IYVo,�,�Vp&�E@�Vp&+k-V/<l2  �] &gIYVo,�,�Vp&pV/< C�`%kWVG$'$�(*VG& ] <WsNuS`�<�"-VpE+VG&+`�sRV/<-V/� � (*<aE+VG&+se& ] <-k�`�k-Vp&BC�Vo"%&+`RI��tVG_�E�8,�noV/<-V/< Vp(*sR<WVo< ,t(*)+"�C (*,�)+" ] <-sR,tuaVG&�E+Vp('$ ] <WsRV/<l.ckc(*V � (*<-n/Vp$*`RI��tVp_%E+k%(*)+"aE+Vo< ] <-k�Vp(*<-V � (*<aE+Vp&+se& ] <-k-k%(*)+"aE+V� ('E+VG(*<�Fe<Wk-Vp&}_S`�� I%(*<c(*Vp&+Vo<12g4�Fe� ('E�$ Fe,�,�V/<�,t(*)+" F ] )+" IYVG(��BI��mVp_�E�uSVp&+k-V/)�_ ] <-s�Vo< � &�_SV/<-< ] <-sR,t&GFvE+Vo<ua`R< \ � � IYVG(x�4 �W�#I��tVG_�E+V/< Vp&�&+VG(*)+"WVo<12

5�� 5 � ���� �� �� 5�: �!EmC � ����

:=� w#Fh"-��Vo<�kWVo,�uS`�< kWVG&4KJ�L sRVp>m�`h&+k-VG&�E+V/< LB&GFek ] (*VG&�E+V/<c_a`e$'$*V/sR,�>+�] & 45&+Vp(*kc(*��V/<-,t(*`R<�FH$*V U ('$*k�Fh<�Fv$'�c,�V] <Wk ��,t�c<aE+"-V/,�V@ ] &+k-V k%(*V !5&+IYVG('Ei�] IYVp&�L3Fe<WsSFv&�E+Vo<%_%$ Fe,�,t(��-_RFvE�(*`R< FeIWsRV/,�)+"c$*`�,�,�Vo<12�4KFe,   (*Vp$#kc(*V/,�VG&�!5&+IYVG('E�(*,tEX.

� ('E � ('$'>�V5Vp(*<-V/, ,tEGFHE�(*,tE�(*,�)+"WVo< !#<W,+FHE+n/Vo,�uaVG&+,�)+"%(*VokWVo<WVB��V/<-,�)+"c$�(*)+"-V#L3Fe<-saFH&�E+V/<l.enh2 U 2%L�V/"-V/<l. ��F ] >AV/<l.� �] 6c>�V/< ] <-k �5] ��6YVp$*<�n ] ] <aE+VG&+,�)+"WVG(*kWVo<12a:r� ��Vok%(*nG(*<%(*,�)+"-V/< U VG&+Vp(*)+"}sh(*IcE�Vo,�@gVG('E+Vp&+V!#<a@gVo<Wk ] <WsRV/<IYVG(�k-Vp& � &�_aVo<W< ] <Ws�uS`�< 6�FHE+"-`h$*`Rsh(*,�)+"-V/< L3Fe<WsSFv&�E+Vo<�n ] &K05<aE+VG&+,tE��] E+n ] <Ws k-Vp&K45( FhsR<-`�,�Vo,tE+Vp$'$ ] <Wsc2! ] ,�k-V/<�4�(���Vp&+Vo<WnoI%('$*k-Vp&+< np@�Vp(*VG&}F ] >AVG(*<�Fe<Wk-Vp&�>A`e$*s�Vo<Wk-Vp& U (�$*k-Vp&�@5('&+k k-VG& U VG&+Vp(*)+" kWVo, U ('$*kWVo,

IYVo,tE�(*����EX.a(*< k-V/� ,t(*)+"�VG(*<WV�,t(*)+"�I1Vp@�V/s�Vo<-kWV�Z�Vp&p,�`�< IYV ��<-kWVGEX2�!#<-"�Fe<Wk kc(*V/,�VG&5IYVG(*kWVo< U ('$*kWVG&5@5('&+kk�Fh,K�[Vp&+,�)+"c(*V/I ] <WsR,tuaVG_�E+`h&�>AVp$*kiIYVo,tE�(*����EX.-@gVG$*)+"WVo,3kc(*V U Vp@�V/s ] <-sRV/<�k-Vp&�Z�VG&+,�`�<-V/< (z<ik-Vp& U ('$*k-V/I1Vp8<-V I1V/,�)+"c&+Vp(*IcEX2 4KFh, U ('$*k�@5('&+k�(*<�uaVG&+,�)+"c(*V/k-V/<-V U Vp&+Vp(*)+"-V VG(*<WsRVpE+VG('$'EX. "%(*VG&�nh2 U 2 VG(*<�LB('E�E+Vp&�� ('E�kc&+Vp(w5Vp(*"-V/< ] <-kij�6�Fv$'E+Vo<12�4 ] &+)+" CD('E�E+VG$'@gVG&�E+I%('$*k ] <Ws (*< kWVo<�VG(*<WnoVp$*<-V/< U Vp&+VG(z)+"-V/<l.YVG&+" �Fv$'EK��Fe<�kc(*V U Vp8@�V/s ] <-s�Vo<inh2 U 2l(*� U VG&+Vp(*)+" kWVG&�J5�] � V `�k-VG&Nk-V/, � `�6c>�V/,/245(*V/,�VDCD('E�E+Vp$'@�Vp&�E+V IYVo,�)+"%&+VG(*IYV/<��] IYVG&Nkc(*VU ('$*kc>A`e$*s�V}"%(*<a@�V/s�kc(*V U VG@gVos ] <Ws�k-V/,�C�Vo<W,�)+"-V/<l2 45(*V�45(��lVG&+V/<-n k-Vp&�C (�E�E+Vp$'@�Vp&�E+V np@�Vp(*VG&�F ] >�Vp(*<�Fh<c8k-Vp& >A`e$*s�Vo<Wk-Vp&���Vp&+,�)+"c(*V/I ] <-s�,muaVp_%E+`h&�>�Vp$*k-Vp&�V/<aE+,�6c&+Vo)�"-V/<�k-Vp& U Vo,�)+"%$*V ] <c(*s ] <-s�k-Vp& � �`e&+6YVG&�E+Vp('$*Vh2^ja(*V@�Vp&+k-V/<iVoIYV/<c>7FH$'$*, Fv$*,�C Vp&�_c�DFv$*V IYV/< ] E+nGEX2 :r< �mV/k-V/� k-Vp&N<-V ] < U VG&+Vp(*)+"-V @�Vp&+k-V/< FH$*,�`�C ('E�E+Vp$'@�Vp&�EpV] <Wk U V/,�)�"c$*V ] <c(*s ] <WsRV/<�(z< ���iIWnG@N2 ���%wg(*)+"aE ] <Ws IYV/,tE�(*����Ev.lV/, Vp&psh(*IcE ,t(*)+" Vp(*< qRQ ��k%(*��V/<-,t(*`�<�Fv$*VG&C�VG&�_c��FH$*,tuaVG_�E+`h&v2

�X�

Page 16: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

q

Q�

d

O�2Pq

O�2�\

\

x� OS2�\R\

OS2�\�\

OS2Pq

OS2PqRx

OS2PxRq

O�2�\

OS2PQR�

O�2Pq

O�2PQ��

O�2Pq�x

OS2Px�q

O�2�\O�2Pq

O�2�\

U ('$*k T � L�Vo"WVo<12�4#Vp& U Vp@�V/s ] <-sR,+FhIc$ F ] >[@5('&+k�(*<iFe)+"aE�Z�"�Fe,�V/< ] <aE+VG&�E+Vp('$'EX.1k%(*V�k-V/<  �] ,tEH�Fe<Wk-V/< Vp(*<-V/,� C�C ,5V/<aE+,�6%&+Vo)+"WVo<12%4�(*VK���`Rsh$'(*)+"-V/< �0�I1Vp&+s-�Fh<-s�V#,t(*<-k�Vp(*<-s�Von/VG(*)�"-<-VpEX.ckc(*V U VG@gVos ] <Ws�(*,tEg6YVG&�(*`�kc(z,�)�"l245(*V U (�$*k�F ] ,�,�)+"-<c(�E�E+V#n/Vp(*sRV/< kc(*V U Vp(*<-V5(*<�kWVo< Z�`R,t('E�(*`�<-V/<l.a(*<�k-V/<-V/<�VG(*< �05IYVp&psaFe<Ws3uS`�<DVp(*<WVG&5Z["�Fh,�V(*< k%(*VN< �Fh)+"-,tE+V�s�Vo,�)+"%(*V/"SEX2

� Q

Page 17: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

4BVG&iL3Fe<-s ua`R< Z�VG&+,�`�<-Vo< (*,tE Vp(*< np�%_�$'(z,�)�"-Vp& �[`e&+sSFh<-s%2K:=< kc(*V/,�VG&�!5&+I1Vp('E @5('&+k VG&�k ] &+)+" Vp(*<� (*kWk-V/<��cC�FH&�_a`Xu �cC�`�k-Vp$'$Y? � C C�MlIYV/,�)+"c&�(*V/I1V/<l2Hb�VokWVL�Fh<-saFH&�ElIYVo,tE+V/"aE k-V/��<�Fe)+"NF ] , Fe)+"aE  �] ,tEH�Fe<Wk-V/<l.kc(*V�np��_�$'(*,�)+" k ] &p)�"c$ F ] >�V/< @gVG&+kWVo<12 � (*<WVDZ�Vp&�(z`%kWV ] � >rFh,�,tE k�FeIYVp(VG(z<-Vo< &+V/)+"aE+Vo< ] <-k VG(*<WVo< $'(*<%_SV/<j�)�"c&�('E�EX2�4�(*V  �] ,tEH�Fh<-k-V[kWVG& � C�C ,�V/<SE+,�6%&+Vo)+"WVo<NIYVo,tE�(*����E+V/<�Z["�Fe,�V/<�kWVo,�L�Fh<-s�Vo,/2e45(*V/,�Vo,�(*,tE�(*� U (�$*kFh� U VG(*,�6%(*VG$ kWVo,KL�Vo"WVo<W,�k�FH&+s�Vo,tE+Vp$'$'EX2�45(*VNVG(z<-sRVpE�&GFes�Vo<WVo< �05IYVp&+sSFh<-s�,m@5Fe"%&+,�)+"-Vp(*<c$'(*)+"%_SVp('E+Vo<�VG&+s�VoIYV/<,t(*)+"�F ] ,3VG(*<WVG& C�Vo<WsRV �DFh< ] Vp$'$�(*<c('E�( Fv$'(*,t(*VG&�E+Vp& ��&GFH(*<%(*<-s�,�k�FHE+V/<l2 4#Vp&NVG&+,tE+V  �] ,tE/Fh<-k ? � M5IYVon/VG(*)�"-<-VpEkc(*V�Z["�Fe,�Vh.l(*<ik-Vp&�I1Vp(*k-V�J5�] � V k-V/< U `�k-Vo< I1Vp&R�] "%&+Vo<l. Fv$*,�` k-V/<iVp&p,tE+V/<�4#`�6-6YVp$'_S`�<aEGFH_�EX2 4KFe,N$�(*<c_SVU VG(*< (*,tEk�FeIYVG(%uS`h&p<WVe2�:=< k-Vp& nG@gVG('E+V/<DZ�"�Fe,�V^@5('&+k}k�Fe,�&+V/)+"aE+V U Vp(*<�<�Fe)+" uS`h&+<-V5sRV/n/`Rs�Vo<1.SIc(*,�n ] k-V/�  Vp('E+6 ] <%_�EX.�Fh<�k-V/� ,t(*)+" I1Vp(*k-V J��] � V�<-V/IYVo<WVG(*<�Fe<Wk-Vp& IYV ��<-kWVo<12�4KFh<-< IYVosh(*<-<aE k%(*V�kc&�('E�E+VDZ�"�Fe,�Vh2:=< k%(*Vo,�V/�  �] ,tEGFe<Wk�IYV ��<-kWVGE�,t(*)+" kc(*V Z�Vp&p,�`�< ,�`�$ Fh<-sRVh.[Ic(*,�kWVG& &+V/)+"aE+V 05<aE+VG&+,�)+"-V/<c_aVG$g,�Vo<%_�&+Vo)+"aEn ] � U `�kWVo< (*,tEv2�45(*V�u�(*Vp&�E+VDZ["�Fe,�V�IYVG(*<W"�Fv$'E+VGE�k�Fh,}jaE�&+V/)�_SV/<�kWVo,N&+V/)+"aE+Vo< U VG(*<WVo,�<�Fe)+" uS`h&+<-Ve.�Ic(*,n ] � ! ] >�,�VpEpn/V/<ik-V/,�J ] � V/,/2 ! ] >Ase& ] <Wk kWVG&NZVp&�(*`�kc(*np('EH�FHE ] <Wk kWVG&�ja�c����VpE�&�(*V�kWVo,�L3Fe<-s�Vo,�,t(*<-k�kc(*V< �Fh)+"-,tE+V/< u�(*Vp&  �] ,tEH�Fe<Wk-V5Fe<�FH$*`�s�n ] ��<-kWVo<l.ek%(*V#4#`�6-6YVG$*,tEGFh<-k-6W"�Fh,�V� ('E[k-V/��&+V/)+"aEpV/<�J ] � ua`e&+<-V3? � M�.k�Fh,#!#<-np(*V/"-V/< kWVo,5$'(*<%_SV/<�J ] � Vo,#I%(*,5n ] & � �`R"WVNk-V/,�&+V/)+"aE+Vo< U VG(*<WVo,�?=QaM�.-k�Fh,3jS)+"a@ ] <-s�"-`h$*Vo<�Ic(*,#kWVG&$'(*<%_SV�05<aE+VG&+,�)+"WVo<c_aVp$,�Vo<%_�&pV/)+"aE�(*,tE�?;\RM�. ] <Wki,�)+"c$'(*V � $�(*)+" k�Fe, jaE�&+V/)�_SV/< kWVo,N$'(*<%_SV/< U VG(*<WVo,�I%(*,Nn ] �! ] >�,�VpEpn/V/<�?=�aM+2 � Fe)+"�kc(*V/,�Vp&�Z["�Fe,�V3I1V/sh(*<-<aE5kc(*V U Vp@�V/s ] <-s�@B(*V/k-Vp&5(*� VG&+,tE+Vo<  �] ,tEGFe<Wkl2� Vo<-< k%(*ViZVp&+,�`R<WVo< ,t(*)+" ,�)+"c& �Fhs F ] >�kc(*V � Fe��VG&GF n ] `�kWVG&�ua`R< (*"c& @gVos IYVG@gVos�Vo<1.B,�` @5('&+k

V/I1V/<c>7FH$'$z,[kc(*Vwg(*)+"aE ] <-s#IYV/,mE�(*����EX./(*<�k-Vp&�,t(*V^sRV/"-V/<l2RJ5�] & �mV/k-V5L�Fh<-saFH&�E (*< �mV/k-Vp& U VG@gVos ] <WsR,t&�(*)+"aE ] <Ws@5('&+k k�FeIYVp( VG(*<�Vp(*sRV/<-V/, � C�C E�&GFH(*<%(*VG&�EX2 � (*<-V�Z�VG&+,�`R<1.�k%(*V F ] >[kc(*V � Fe��Vp&/F n ] $ �F ] > Ev.YVp&p,�)+"WVG(*<aE#(z�U ('$*k�VG&+,tEK_�$*Vp(*<l.Yk�Fh<-<�(*����Vp&#se&H�` � Vp&v2Y!#<-"�Fe<Wk kWVG&�L#&H�` � V/< �Fh<-k-Vp& ] <Ws _RFh<-<�VG(*<WV�! ] ,�,+Fes�V��] IYVp&Kkc(*VU VG@gVos ] <-s�,t&�(*)+"aE ] <WsDs�V/�DFh)+"aE#@�Vp&+k-V/<l.Ykc(*V Fv$*,�F�6c&�(*`h&�(��Fh"c&+,�)+"WVG(*<%$'(*)+"c_aVG('ENIYVG([k-Vp& � $ Fe,�,t(��W_RFHE�(*`�<IYVG&��] )�_c,t(*)+"aE�(*seE5@5('&+kl24�(*V � &�_aVo<W< ] <-s�,t&/FvE+V>+�] & k%(*V � $ Fh,�,t(��-_RFvE�(z`R<�k-Vp& u�(*VG&5L�Fh<-saFH&�E+V/<�$'(*V/seE�IYVp(1T�x�2 d �}2%:=� _�$'(*<c(*,�)+"WVo<

05� >�Vp$*ki@ ] &pkWVo<�Vp&+,tEpV � yW6YVG&�(*��Vo<aE+V�� ('EN6�FHE+"W`e$*`�se(*,�)+"WVo<�L3Fh<-sSFv&�E+Vo<�k ] &+)+"-s�VG>+�] "%&�Ev2l4KFhIYVG([@ ] &+kWVk-Vp&�L3Fh<-s�ua`R< Z�FHE�(*V/<aEpV/< � ('E�C�`e&+I ] ,�Z�VG&�E+"WVo, ] <-k !5&�E+"c&+`�,�V�k-V/<�L�Fh<-saFH&�E+Vo< n ] s�Vo`h&+k-<-VpEX2^0��Vp(*sRV/<-V C�`�k-Vp$'$*V�>+�] & �mV/k-V L3Fe<WsSFv&�E�n ] E�&GFv(*<c(*Vp&+Vo<l.�,t(*<-k FH$'$*Vp&+kc(*<-s�, ] �}>7Fe,�,�V/<-k-Vp&+V�05<aE+Vp&+, ] )+" ] <WsRV/<� ('E�u�(*Vp$�4�FHE+V/<-��FHE+Vp&�( FH$ <��`eE�(*sc2

���� C�� �85 �_E ��� 5 ��4 � � � �87D4 C� 5�: �

4#Vp& � (*<-,+FvE+n�kWVG& U ('$*k�Fh<�FH$��W,�V�n ] &3w�Vo"�FeIc('$�('EGFHE�(*`R<�uS`�< Z�FvE�(*Vo<aE+V/< � ('E3L�V/,t(*)+"aE+,t$=�Fe"W� ] <WsRV/<�@5('&+k�(z���VG('$*6%&+`��mVp_�E U qgk-V/,�jS`R<Wk-VG&�>A`e&+,�)+" ] <-sR,�IYVp&+VG(*)+"W, QRO�q3?;jcJ U QRORqaM ] <aEpVp&+, ] )+"aEX2 � (*<���Vp('$%kWVo,[L�Vo,+Fh��E�uS`h&�8"�FhIYVo<W,(*,tE#Vp(*< ja�c,tE+V/� n ] &K45( FhsR<-`�,�V ] <aE+VG&+,tER�] E+n ] <-sNua`R<�LKV/,t(*)+"aE+,�6�Fv&pV/,�V/<l2 � (*<WV�n ] ] <aE+Vp&+, ] )+"-V/<-kWVZ�VG&+,�`�< Ic$'(z)�_�EB(z< VG(z<-V � Fh��Vp&GF�.-k%(*V�Fh< VG(z<-Vo� w5V/)+"-<WVG&KFh<-sRV/,�)+"c$z`R,�,�Vo<D(*,tEX2c��`�< kWVG&#Z�VG&+,�`�< @�Vp&+k-V/<> �] <c>�Z`h&�E�&GFH('EGF ] >�<�Fe"W��V/<�sRV/�DFh)+"aEX2-:=< kWVG&5VG&+,tE+V/< " �Fv$'EBVp&5k�Fe,#L�Vo,t(*)+"aE#V/<aE+,�6�Fe<W<aEX2�:r< k-V/< < �Fe)+"W,mE+V/<u�(*Vp&�>+�] "%&�EKVG&N� (*�}(*,�)+"WV �05I ] <-sRV/< F ] ,/.lkc(*V k%(*V�L�Vo,t(*)+"aE+,�6�FH&+V/,�V�F ] > _RFe<W`R<%(*,�)+"-V�� Vp(*,�V uaVG&+,tEH�Fv&�_SV/<l24KFh, ,t(*<-k kc(*V �05I ] <WsRV/< ! ] s�Vo< ,�)+"%$'(*V � Vo<1.�k%(*V jaE�('&+<i& ] <WnoVp$*<l.�k-Vo< C ] <-k ,�6c('E+n/Vo< ] <-k kc(*V  ��Fh"-<-Vn/VG(*s�Vo<124�(*V�45( FhsR<-`�,�VvF ] >AsSFhIYVK@ ] &+kWV ] <aE+Vp&�E+VG('$'Eg(*< k%(*V U VG&+Vp(*)+"-V �l`h_RFH$'(*,+FvE�(*`R<�uS`�< L�Vo,t(*)+"aE+Vp&+< ] <Wk LKVp8

,t(*)+"aE+,���VG&�_c��FH$*V/<l.c!#<�Fv$'�c,�VNk-Vp&3L�V/,m(z)+"aEp,+Fh,t�c����VpE�&�(*V�(*� ! ] sRV/<c8 ] <Wk C ] <-kWIYVG&+Vp(*)+" ] <-k�kc(*V � $ Fe,t8,t(��-_RFvE�(*`R< k-Vp& Vpy%E�&GFh"c(*Vp&�EpV/< !#,t�c����VGE�&�(*V/6�FH&GFh��VpE+Vp&�n ] & � &�_SV/<-< ] <Ws Vp(*<-Vp& VGuaVo<aE ] VG$'$^uS`h&�$'(*Vos�Vo<Wk-V/<Z�FH&+V/,�Ve21J��] &�k%(*V�k%&+VG( ��VG(�$*6c&+`RI%$*Vo��V�@ ] &+k-V/< �[�`�, ] <-s�Vo<�Fe<WsRV/sRV/IYVo<12 -] & �l`h_RFH$�(*,pFvE�(*`R< ua`R< L�Vo,t(*)+"aE+Vp&+< ] <-k L�Vo,t(*)+"aE+,���VG&�_c��FH$*V/< @ ] &pkWVo< >�`h$*s�Vo<-kWV � (*<W,�)+"c&H�Fe<%_ ] <c8

� \

Page 18: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

F0

F8

F3

N1

S1S2

l2

N2

F4

F7

H

F2

F6

F5F1

l1

d)

c)

a)

b)

U ('$*k � O � �1`e_RFv$'(*,+FHE�(*`�< Vp(*<-V/,�L�Vo,t(*)+"aE+,

� �

Page 19: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

s�Vo< s�VGE�&+`���V/< �-45(zV�n ]�] <aE+VG&+, ] )+"-V/<-k-V�ZVp&+,�`R< ,t('E+npE�ua`e&gVG(*<WVo� "-VpE+VG&+`�sRV/<-V/<l.c,tEGFHE�(*,�)+"-V/<l.cIYVp_RFe<-<aE+V/<� (*<aE+Vp&+se& ] <Wk ? U (�$*k � O�FSM�2�4�(*V � Fe��Vp&/F}(*,tE k-Vp&/Fv&�E�_a`R<���s ] &�(*Vp&�EX.lk�Fh,�,3uS`�< kc(*V/,�VG& Z�VG&+,�`�<�Z�`e&�E�&GFH('E�8F ] >�<�Fe"W��V/<i? � `R6c> 8 � jS)+" ] $'E+Vp&GF ] >�<�Fh"-��V/<1M�s�Vo<WVG&�(*Vp&�EB@gVG&+kWVo<D_l�`R<-<WVo< ? U ('$*k � OhI1M�2 -] & �l`h_RFH$�(*,+FHE�(*`R<N@5('&+k3k�Fh,45(��lVp&+Vo<WnoI%('$*kNk-V/, � (*<aE+VG&+sh& ] <-kW,l� ('E k-V/� Z�&+`eE�&GFH('E+I%('$*k�IYVp&+Vo)+"W<-VpEX2h:r�

Ic(*<�FH&�(*,t(*Vp&�E+Vo� 4�(���Vp&+V/<-noI%('$*ki? U ('$*k � Oh)hM�VG&+,�)+"WVG(*<aEgkc(*V � `R<aE ] &k-V/,�Z�FHE�(*V/<aE+Vo<�(*<�kWVG&gkc(*V � `R6%> &+V/se(*`�<s�VG> ] <-kWVo< @5('&+kl25:=<-<WVG&+"�FH$*I k-Vp& � `�6c> &+Vosh(*`R< @�Vp&+k-V/< ��`�k-Vp$'$*sRVpE�&�(*VoIYV/< ! ] sRV/<c8 ] <-k C ] <-k%@B(z<c_SVp$IYVo,tE�(*����EX24�(*V3$*`e_RFv$*V�05��s�VoI ] <Ws�kc(*V/,�VG&�L�Vo,t(*)+"aE+,�6Y`R,t('E�(*`�<-V/< @5('&+k�� ('EB� ('E�E+VG$z<-k-V/< � Vp('$��-$�EpVp&+< ?7k12 "l2-,�6YVonp('8

Vp$'$*Vo< ,tE+V ] VG&+I�Fv&+Vo< J�('$'E+Vp&+<1M�I-n/se$72ekWVG&�5&�(*V/<aE�(*VG& ] <-s�,m(z<c>�`h&+��FHE�(*`R<�Fh<�Fv$'�c,m(zVG&�EX2R:=< k-VG& ��&�(zVo<aE�(*Vp& ] <-s�,t(*<c8>A`e&+��FHE�(*`�<�,t(*<Wk ] 2-F�2�kc(*V �� �l< ] <WsR,t@5(*<c_aVG$�ua`R<�! ] s�Vo< ] <-k�C ] <-k�V/<aE+"�FH$'E+V/<l2c45(*V/,�VK� (*<c_aVG$Y_l�`�<-<-V/<,t(*)+" IYVp(1Z�FHE�(*V/<aE+Vo<�� ('EBL�Vo,t(*)�"SE+,t$=�Fh"-� ] <-s�Vo< ,tE/Fv&�_ ] <aE+Vp&+,�)+"-Vp(*k-V/< ] <-k ,�`R� ('En ] !#,t�c����VpE�&�(*V/< nG@5('8,�)+"-V/< kWVo<iIYVp(*k-V/< L�Vo,t(*)+"aE+,�"��FH$'> E+Vo<i>+�] "%&+Vo<12 � (z<���Vp&+se$*Vp(*)+" k-Vp& ��&�(*Vo<aE�(*Vp& ] <WsR,t(*<c>A`e&+��FHE�(*`�<iF ] ,�kWVG&$'(*<%_SV/< ] <-k�&+V/)+"aE+Vo< L�V/,t(*)+"aE+,�" �FH$�> E+V3$'(*Vp>�Vp&�E3C�Vp&�_c��Fv$*V��] I1Vp&#kc(*V�L�Vo,t(*)+"aE+,+Fh,m�c����VGE�&�(*Vh2! ] )+"�k ] &+)+"�k%(*V U VG$*V ] )+"aE ] <-s5`�k-Vp&,�`R<W,tE�(*sRV Fh<�FvEp`�� (*,�)+"-V L�Vos�VoIYV/<-"-Vp('E+Vo<3_l�`�<-<-V/<N!#,t�c����VpE�&�(zVo<

(*� L�Vo,t(*)+"aE�F ] > E�&pVpE+Vo<1.-kc(*VN<%(*)+"aEKIYVG(kWVG& U Vp@�Vp&�E ] <-s kWVG&�L�V/,t(*)+"aE+,t$=�Fe"-� ] <-s IYVG&R�] )m_W,t(*)�"SE�(*shE#@�Vp&+k-V/<k��] &�>�V/<l254KFe"WVG&�@gVG&+k-V/< kc(*V�C Vp&�_c�DFv$*Vh.�kc(*V�V+y%E�&/Fh"c(*Vp&�E�@ ] &+k-V/< @��Fh"c&+Vo<Wk k-Vp& Z�FHE�(*V/<aE �}(z�}(*,�)+"WV�05I ] <-s�Vo< F ] ,t> �] "c&�E+Vh.�� ('E}kWVo<-V/< <-`h&+�}(*Vp&�E ?7k ] &+)+" 4�('u�(*,m(z`R<1M�. k%(*V F ] , kWVo� V/<aE+,�6�Fe<W<aEpV/< L�Vo,t(*)+"aEV+y%E�&GFh"c(*Vp&�E�@ ] &+k-V/<l2 �Y(*V/sRV/<}k%(*V�<W`e&+� (*Vp&�E+V/< C�VG&�_c��FH$*Vgk-V/, C ] <-k-IYVp&+VG(*)�"-,#�] IYVG&[Vp(*<-V/� jS)+"a@�Vp$'$'@�Vp&�EX.,�`isRV/"-V/< @5('&}k�F/ua`R< F ] ,/.�k�Fh,�,}F ] >�sh& ] <-k � (*�}(z,�)�"-VG& �0�I ] <WsRV/< ,mEGFv&�_SV�!#,t�c����VpE�&�(*Vo< (*� L�Vo,t(*)+"aEF ] > E�&+VpE+Vo< ] <-kDVG(*<WV L�Vo,t(*)�"SE+,t$=�Fh"-� ] <-s�(z< k-Vp&#Vo<aE+,�6c&+V/)+"-V/<-kWVo<�LKV/,t(*)+"aE+,t&+Vosh(*`R<DuS`h&�$'(*VoshEX2:r< Vp(*<-V/� VG&+,tE+Vo< � yW6YVG&�(*��Vo<aE�@ ] &+k-V/< � T3Z�VG&+,�`�<-Vo<�uS`�� jR�c,mE+V/� ] <aEpVp&+, ] )+"aEX2H�[`R< kc(*V/,�Vo< "�FvE�E+V/<

� O ���Fe"W� ] <WsRV/<K(*� ! ] sRV/<�I1Vp&+VG(z)+" ] <-k � x ���Fe"-� ] <-s�V/<#(*��C ] <-kWIYVG&+Vp(*)+"l2e\^k-Vp& � Og! ] s�Vo<%$=�Fe"W� ] <WsRV/<] <Wk � kWVG&#T s�V/, ] <-kWVo< ! ] sRV/< @ ] &+kWVo<�&�(*)+"aE�(*s VG&�_RFh<-<aEX2 U VG( kWVo< L�V/,t(*)+"aE+,m$r�Fe"-� ] <-s�Vo<�(*� C ] <-kWIYVG8&+VG(z)+" @ ] &pkWVo< � O kWVG& � x s�VG$=�Fh"-��E+V/< C �] <-kWVG& ] <Wk FH$�$*V�s�Vo, ] <-k-V/< C �] <Wk-Vp&B_a`e&�&+Vp_�EBVp&�_RFe<W<aEv2

���8E �?E�� 5 ; � ���85 � 5

�����1�uN O�rtZ[X�VuVuPYX]\4g7l[T�v"rwl � X�l7eKr�\4Z7� RUX�l��*g7l[Z _`{tRbPYrwl[eKm r VYT"X�l

� (*<�nG@gVG('E+Vp&�J%`e&+,�)+" ] <WsR,�,�)+"a@gVG&+6 ] <c_�EIYV/,tE+Vo"aE�F ] > kWVo� L�VoI%(*VpEBkWVG&6%&+`RI�FhIc('$'(z,mE�(*,�)+"WVo<�C `�k-Vp$'$'(*Vp8& ] <Ws#ua`R<�jSVo<W,�`h&+k�FvE+Vo< � ] <Wk�!5_�E�(*`R<W,m>A`e$*s�V/< >+�] & k�Fh,�Fv_�E�('uSV5w5V/)+"-<WVG&+,�Vo"WVo<12S4KFhIYVG(c@gVG&+kWVo<�ua`e& Fv$'$*Vo�(*� ��Vp('$*6c&+`��tVG_�E U x�k-V/, jS`R<Wk-VG&�>A`e&+,�)+" ] <-sR,�IYVp&+VG(*)+"W,�Q�ORq �[VG&�>7Fe"%&pV/< n ] &N`R6%E�(*�DFv$*V/< � (*<-,tE+VG$'$ ] <-s kWVG&U &+Vo<W<S@gVG(�EpV�np@�Vp(*Vp& � Fe��Vp&/Fh,#n ] &#�[VG&�>A`e$*s ] <Ws IYVG@gVoshE+VG&��BI��tVG_�E+V�,�`X@5(*V�n ] &�`�6cE�(*��FH$*V/< Z�`R,t('E�(*`�<c(*Vp8& ] <Ws k-Vp& � Fh��VG&GF ] <-k U &+V/<-<a@�Vp('E+Vo<WVG(*<W,tE+VG$'$ ] <-s�> �] & k%(*V �#I��tVG_�E+Vp&�_SV/<-< ] <-s V/<aE;@5(*)�_aVG$'EX2�:r< IYVp(*k-V/<J^�FH$'$*V/<�@gVG&+k-V/<�k�FhIYVG(lF ] )+" "c(*Vp&GFH&+)+"%(*,�)+"-V�C�`�k-Vp$'$*V ] <aE+VG&+, ] )�"SEX.�kc(*V3F ] > k-V/� (*� �Vp('$*6%&p`��mVp_�E�fgxNkWVo,j�`�<-kWVG&�>A`e&+,�)+" ] <WsR,�IYVp&pVp(*)+"W, QRORq ] <aE+Vp&+, ] )+"aE+V/< �Y(*)+"aE�>AVG$*kWVo,^IYVG& ] "-Vo<12 � (*< (*k-VXFH$*V/,!#<a@gVo<Wk ] <-sR,�s�VoI%(*VGE>+�] & kc(*V^�[VG&�(��W_RFHE�(*`�<}kWVG& V/<aE;@5(*)�_aVG$'E+V/<DC�VpEp"W`�k-V/< IYV ��<-k-VpE[,t(*)+" (*� U VG&+Vp(*)+"�k-VG& F ] E+`R<W`R��V/<���`�Ic('$*V/<ja�c,tE+V/��Vh214B`e&�E5@ ] &+k-V/< <WVoIYV/< �[Vp&�>7Fe"%&+Vo<�n ] & � &�_aVo<W< ] <-s uS`�< �BI��tVG_�E+V/< (*� � &GFh<c_aVo<W"�F ] ,�IYVG&+Vp(*)+"� ('E}!#<a@�V/<-k ] <Ws�>+�] &Dj�Vp&�u�(*)oVp&+`RIY`eE+Vp& ?=4�:;w5� � ���M Vp(*< !#<-,+FHE+n n ] &�,t(*)+"aE+I�Fh,t(*VG&�E+V/<l. se$*`�I�Fv$*Vo< �1`e8_RFv$'(*,+FHE�(*`�<ik-Vp&�F ] E+`�<-`���V/< Z$ FHE�E�>�`h&+� V/<aE;@5(*)�_aVp$'Ev2 � (*<�@5(*,�,�Vo<W,�I�Fh,m(zVG&�E+VG&�!#<-,+FHE+n�n ] &NC `�kWVG$'$'(*Vp& ] <Wskc�c<�Fe� (*,�)+"-Vp&X.o,tE+`�)+"�Fh,tE�(*,�)+"-Vp&�ja�c,tE+V/��V�� ('E�E+VG$*, U F/�SV/,�� � VpE+n/V[@5('&+k�(*� ��VG('$z6c&+`��tVG_�E[f � k-V/,�jS`R<Wk-VG&�>A`e&�8

� T

Page 20: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

,�)+" ] <WsR,�IYVp&pVp(*)+"W,Bq�TRQNV/<aE;@5(*)�_aVG$'EX.-� ('EkWVo�   (*Vp$ Vp(*<-Vp&B,�V/<-,�`e& � ] <-k���`%kWVG$'$zsRV/,mE��] E+nGE+V/< C `�kWVG$'$'(*Vp& ] <Wsua`R< Z&p`�noV/,�,t_SVpE�E+Vo<12! ] > k-V/� L�VoI%(*VGEKkWVG&K6%&+`RI�FhIc('$'(z,mE�(*,�)+"WVo<�Jc`h$*sRV/<-��`�k-Vp$'$'(*Vp& ] <-s�@ ] &pkWVo<�kc(*V 05<aE+Vp&+, ] )+" ] <WsRV/< n ] &

 �] ,tEGFh<-kW,�,�)+"��FHE+n ] <Ws�,tE+`�)+"�Fe,tE�(*,�)+"-Vp&X.ckc�c<�Fh�}(*,�)�"-VG&5ja�c,tE+Vo��Vg>�`h&�E+sRV/,�VGE+npEX2�CD('E�E+VG$z,�,�`�s�Vo<�Fh<-<aE+Vp&�Z�FH&�8E�(*)p$*V J ('$�EpVp&X.�Vp(*<-V/� (z� w5V/)+"-<WVG&+,�V/"-Vo<W,��H�] <-s�,mE#V/<aE+k-V/)�_�E+Vo<D��`h&+sRV/"-V/<-,KF ] ,5k-V/� U VG&+Vp(*)+"�k-Vp&KC `�<aEpVfgFH&�$*` ja(*� ] $ FvE�(*`�<l. (z,mE V/, � �`Rsh$'(*)+" VG(*<WV  -] ,tEGFe<Wk-,�,�)+" �FvE+n ] <-s Vp(*<-V/, ,tE+`�)+"�Fh,tE�(z,�)�"-Vo<1.kc�c<�Fe� (*,�)+"-V/<ja�c,tE+V/��, ?=Z�`R,t('E�(*`R< k-Vp& Z�$ FHE�E�>�`h&+� (*< kWVG& � IYV/<-Ve.w�`eEGFHE�(*`�<-,t@5(*<c_aVp$�MKF ] )+"i(z��J-Fv$'$*V�� ] $'E�(*��`�k�Fv$*Vp&��Fh"c&+,�)+"-Vp(*<c$'(*)�"c_SVp('E+,tuSVp&�E+VG('$ ] <-s�Vo< �] IYVp&#k-V/<  �] ,tEGFh<-kW,m&GF ] � k ] &+)+"-n ] >+�] "%&pV/<l2�4�Fe� ('Eg@5('&+k k�Fh,g_�$ Fe,t8,t(*,�)+"-V � FH$*��Fe< �cJ�('$'E+Vp&v.�k-V/� Vp(*<-V � `e&+��FH$'uaVG&�E+Vp('$ ] <Ws k-V/,  �] ,tEGFe<Wk-,�FH$*,N!#<W<�Fh"-��V n ] se& ] <-k-V�$'(*VoshEX.uaVG&GFH$�$*sRV/��Vp(*<-Vp&�EX2� (*)+"aE�(*sR,tE+V/,�Z�&�(*<WnG(*6 kWVG&�Z�Fv&�E�(*)G$*V�J ('$'E+Vp&}(*,tE kc(*V��[VG&�@gVo<Wk ] <Ws�VG(*<WVG&�,�` s�V/<�Fe<W<aE+Vo<  �] ,tEGFh<-k-,t8

��Vo<WsRV3>+�] &Kkc(*V�k%(*,t_�&+VGE+V�w5V/6c&H�Fe,�V/<aEGFHE�(*`R<�k-Vp&#(*� !5$'$*s�Vo��VG(z<-V/< � ] $'E�(*��`�k�FH$zVo<D��Vp&�E+VG('$ ] <-s �] IYVp&Kk-V/< �] ,tEGFh<-kW,m&GF ] ��21b�VokWVo,�VG(*<WnoVp$*<-V �Vp('$*)+"WVo< ?=Z�Fv&�E�(*)p$*VHM5(*<�k-Vp&  �] ,tEGFe<Wk-,���Vo<WsRV ] � >rFh,�,tEKVG(*<WVo<i���`�se$'('8)+"WVo<  �] ,tE/Fh<-k�kWVo,#ja�c,tE+V/��,/.�k-V/,�,�V/< Z�$ F ] ,t(*I%('$'('EH�FHE5k ] &+)+" VG(z<���Fe"%&p,�)+"WVG(*<%$'(*)+"%_SVp('E+,���F � F ] ,�sRV/kc&R�] )�_�E@5('&+kl2 � Fe)+" kWVo�  �] ,mEGFh<-kW,e�] IYVG&+saFe<Ws k-V/,�ja�c,tE+V/��,3ua`R�   Vp('E+6 ] <%_�E�� <�Fe)+"���� � @�Vp&pkWVo< � ('E�E+VG$*,jcFh��6c$'(*<Ws�C V/)+"�Fe<c(*,���V/< ?=:=��6Y`e&�EGFh<-)/V�jcFh��6%$'(*<-s%.RJ-Fh)GE+`h&pV/k jcFh��6%$'(*<-s�Ml��VG('$*)�"-Vo< F ] ,�k-Vp&  �] ,tEGFh<-k-,t8��Vo<WsRV#s�Von/`Rs�Vo<1.-� ('EVG(*<WVG&g��Fh"c&+,�)+"-Vp(*<c$'(*)�"c_SVp('E#6c&+`�6Y`e&�E�(*`R<�FH$�n ] &�Z�$ F ] ,t(*I%('$'('E �FHEgk-V/,&+V/6c& �Fh,�V/<aE�(*Vp&�E+V/< �] ,tEGFh<-kW,o2-4�Fe,5�Vp('$*)+"WVo<�@5('&+k�sRV/� �Fh,�,�kWVG&g�[VG&�E+Vp('$ ] <Ws �] IYVp&BkWVo<  �] ,tEGFe<Wk-,e�] IYVp&+sSFh<-sNn ] � <��Fe)+"W,mE+V/<  Vp('E+6 ] <%_�E�>�`h&�E+sRV/,�)�"�FH$�EpV/<l2�45(*V � &+� ('E�E�$ ] <-sDk-VG&}Z$ F ] ,t(*Ic('$'('E �FvE n ] �   Vp('E+6 ] <c_�E���� � VG&�>A`e$*shE k�Fe<W<k ] &+)+" ! ] ,t@gVG&�E ] <Ws�VG(*<WVG& �Y('_aVG$'(*"W`�`�k��%J ] <%_�E�(z`R< >+�] &�k%(*V U Vo`�I�Fh)+"aE ] <-s ?A(*� J-FH$'$zV kWVo,�w5Vo)+"W<-Vp&+,�Vp8"-V/<-,/.Ykc(*V U ('$*k%(*<c>A`e&+��FHE�(*`�<1M^sRV/sRV/IYVo<�kWVo<  �] ,tEGFh<-k12   Fe"%$'&+VG(*)+"WV�E+"-V/`e&+VpE�(*,�)+"-V�! ] ,�,+FesRV/<�Vpy%(*,tE�(*Vp&+Vo<1.kc(*V ] <aE+VG& Fe<Wk-Vp&+Vo� IYVG@gVG(*,�V/<l.�k�Fe,�,�(*� LB&+Vo<Wn��] IYVp&+sSFh<-s kc(*V�k ] &+)+" kc(*V�k%(*,t_%&+VpE+V ��VG(�$*)+"-V/<-��Vo<WsRV&+Vo6%&H�Fe,�V/<aE�(*VG&�E+V���Vp&�E+VG('$ ] <-s�sRV/sRV/< k%(*V3@BFe"%&+V  �] ,tEGFh<-kW,muaVG&�E+Vp('$ ] <Ws�_S`���uaVG&+sh(*VG&�EX24BVG&�!#<-,+FvE+n k-Vp&�Z�FH&�E�(*)p$*V J�('$'E+VG& @ ] &+k-V (*< VG(z<-VG& !5&+IYVG('E�n ] & u�(*, ] Vp$'$*Vo<�jSVG$*IW,tE�$*`e_RFv$'(*,+FHE�(*`�< �}('E

k-V/� !#<W,+FHE+nKkWVG& �Y(*)+"aE�>AVG$*kWVG&KFv$*,�jSnoV/<-V/<-��`�k-Vp$'$YsRVp_S`�6-6YVG$'EX2-4�(*V  �] ,mEGFh<-kW,�,�)�" �FHE+n ] <Ws ] � >rFh,�,mE^k�FhI1Vp(kc(*V�j�)+"��FHE+n ] <-s k-VG& Z�`R,t('E�(*`�< k-Vp&�Z$ FHE�E�>�`h&+� (*< kWVG& � IYVo<WV k-V/,�jRE+`�)�_�@�Vp&�_c, ,�`X@5(*V k%(*V 45&+V/"c$ FhsRVh24KFh,},tE+`�)+"�Fe,tE�(*,�)+"-V U Vp@�V/s ] <WsR,���`�k-Vp$'$@5('&+k � ('E�EpVp$*,�$*`h_RFH$*Vp& U Vp@�V/s ] <-sR,t(*<%>�`h&+�DFvE�(*`R<1.kc(*V�uS`R< kWVG&�Bk-`R��VpE�&�(zVDs�Vp$'(*VG>AVG&�E�@5('&+kl.�VG&+� ('E�E+VG$'EX2[45(*V ! ] ,t@�Vp&�E ] <-s�k-Vp& �Y('_aVp$'(*"-`�`�k >+�] &}kc(*V U ('$*k%(*<c>A`e&+��FHE�(*`�<l.s�Vos�VoIYV/<�k%(*V#Z`�,t('E�(*`R< ] <-k�45&+V/"c$ FhsRVg(*� w#F ] � .eVp&�>�`h$*seEN�] IYVG& k�Fe, �Y(*)�"SE�>AVG$zkl.S� ('E�E+VG$*,[kWVo� V/,[� �`�se$'(z)+"(*,tEX.[,�V/"c& V���nG(*V/<aE�<WV ] Ve.�6-"-`hE+`e&+VXFH$'(*,tE�(*,�)+"WV !#<-,t(*)+"aE+V/< k-Vp&�j�n/Vo<WV ,t�c<SE+"WVGE�(*,�)+" n ] Vp&+noV ] s�Vo<12^4�(*Vo,�V� &�@5FH&�E ] <WsBF ] ,�k-Vp&  �] ,mEGFh<-kW,�,�)+"��FHE+n ] <Ws��] I1Vp&�kc(*V <��Fe)+"W,mE+V^F ] >AsRV/<-`�����V/<-V U ('$*kc(*<%>�`h&p��FvE�(*`R<3@5('&+k�(z�>A`e$*s�Vo<Wk-V/<-Vo<�� ('E kWVG&lEGFvE+,v�Fh)+"c$�(*)+"-V/< U ('$zkc(*<c>A`e&+��FHE�(*`�<l./kc(*V�uS`�<Nk-Vp& � Fh��VG&GF^sRVp$'(*Vp>�Vp&�E�@5('&+k1.GuSVp&+se$'(*)+"WVo<] <Wk�$'(*Vp>�Vp&�EK,�`}Vp(*< ��Fh"c&+,�)+"WVG(*<%$'(*)+"c_aVG('E+,���Fe,�,g>+�] &#kc(*V3IYVo<��`eE�(*shE+V �Y('_aVp$'(*"-`�`�kl24BVG& uS`h&+sRV/,�)+"c$ FhsRV/<-V !B<-,+FHE+n�_a`R<-<aE+V F ] )+" V+yW6YVG&�(*��Vo<aE+Vp$'$BF ] >#,�VG(*<WV L��] E+V�"c(*< uaVG&�(���nG(*Vp&�E @gVG&�8

k-V/<l25:=< U (�$*k � � (z,mE�kc(*V�&+VXFH$�F ] >AsRV/<-`�����V/< U ('$zkc(*<c>A`e&+��FHE�(*`�<l. ] <-k ,�`o@�`R"%$�k%(*ViVG&�@5FH&�E+VGE+V U ('$*kc8(*<c>A`h&p��FvE�(z`R< F ] >NLB& ] <-k�kWVG& �#kW`R��VpE�&�(*V Fv$*,�F ] )+" k%(*V U ('$*kc(*<%>�`h&p��FvE�(z`R<l.�kc(*V ,t(*)+" F ] >�LB& ] <Wk kWVG& �] ,tEGFh<-kW,�,�)+"��FHE+n ] <Ws VG&+s�VoIYV/< �i�] ,�,tE+Ve.l<�Fh)+"iVp(*<-Vp& JWFe"%&�E�kWVG&N��`�Ic('$*V/<�Z$ FHE�E�>�`h&+� uS`�<i)vFS2�q�C VpE+VG&n ] ,�V/"-V/<l2-45(zVK!5_�_ ] � ] $ FHE�(*`�<}kWVo,gJcV/"c$*Vp&+,(*<�kWVG&#�#kW`R��VGE�&�(*V �] IYVp&�k%(*V   VG(�EB"%(*<a@�V/sNuSVp&+"c(*<-kWVG&�EVp(*<-Vs�Vo<�F ] Z�`R,t('E�(*`�<-,�,�)+" �FvE+n ] <-s ?7,t(*V/"-V !#Ia@gVG(*)�" ] <-s k-Vp&�Vp&�@5FH&�E+VpE+Vo< U ('$*kc(*<%>�`h&+�DFvE�(*`R< F ] >�LB& ] <-k kWVG&�Bk-`R��VpE�&�(zVe. U ('$*k � � .� ('E�E+VhM�. @��Fh"c&+Vo<Wk kc(zV�6%&+`RI�FhIc('$'(*,tE�(*,�)+"WV  �] ,tEGFe<Wk-,�,�)+" �FvE+n ] <-s��}('E�E+Vp$*, Z�Fv&�E�(*)G$*VJ�('$'E+VG&�VG(*<WV�,�V/"c&5sRV/<�F ] V3se$*`�I�Fv$*V �1`e_RFv$'(*,+FHE�(*`�< Vp&+� �`�se$'(z)+"aE�? U ('$*k � � .W&pV/)+"aE+,GM�2� VoIYV/<�k-Vp&�j�Vp$*I-,tE�$*`h_RFH$'(*,+FvE�(z`R<Nua`R< F ] E+`R<W`R��Vo<345(*V/<-,tE�$*Vp(*,mE ] <-s�,t&p`�IY`eE+Vp&+<�,t(*<Wk�ua`e&�FH$'$*V/� F ] )+"Nkc(*V

�l`h_RFH$'(*,+FvE�(*`R< ] <-k � $ Fe,�,t(��W_RFHE�(*`R< uS`R< �#I��tVG_�E+V/<�j�)+"%$ �] ,�,�Vp$'E+Vo)+"W<-`h$*`Rsh(*Vo<i> �] &3kc(*V}4 ] &+)+"%> �] "%& ] <-s�kWVG&

x�O

Page 21: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k � � �Nw5VvFv$*Vo, � Fe��Vp&GFeIc(�$*k ?A$'(*<c_c,GM�.Ks�Vo,�)+"��FHE+nGE+V !#<W,m(z)+"aE�F ] >�LB& ] <Wk k-Vp&��#k-`���VGE�&�(*V ?r� ('E�E+VHM] <WkisRV/,�)+" �FvE+nGE+V�!#<-,t(*)+"aE � ('E�E+VG$z,�Z�FH&�E�(*)p$*V�J ('$'E+Vp& ] <-k���(*)+"aE�>�Vp$*k-Vp&}FH$z,}j�noV/<-V/<-��`�k-Vp$'$5?A&+Vo)+"aE+,GM�245(*Vs�Vo,�)+" �FvE+nGE+V/< !B<-,t(*)+"aE+Vo<D@ ] &+k-V/< � ('E�E+VG$*, �Y(*)+"aE�>AVG$*kWVG&K,t�c<aE+"WVGE�(*,�)+" s�Vo<WVG&�(*Vp&�EX2

u�(*Vp$'>m�Fv$'E�(*sRV/< � `h$ � ] <Wk U &�(*<-s�kc(*V/<-,tE+V ] <Wk��i�] ,�,�V/<�&p`�I ] ,tEKsRV/sRV/<��] I1Vp&K@gVo)+"W,�VG$*<Wk-V/< 0���s�VoI ] <-s�,�IYVG8kc(*<Ws ] <-s�Vo< ] <-k��#I��tVp_�E�uaVG&+kWVo)�_ ] <-s�Vo< ,�VG(*<12S!5$*s�`e&�('E+"-��V/< "c(*Vp&�>+�] &[@�Vp&+k-Vo< (*� w#Fe"W��V/< k-V/, Z�&+`��tVp_%E+,{ |G~������}� V/<aE;@5(*)�_aVG$'EX2�[`�< IYVo,�`�<-kWVG&+Vp& U Vok-V ] E ] <-s (*,tE�k�FeIYVp(7.�k�Fe,�,Kk%(*V��[Vp&�>7Fe"%&+Vo<�&+`�I ] ,tE3sRV/sRV/<��] I1Vp&�w#F ] ,�)+"WVo<1.��BIc8

�tVG_�E�uSVp&+k-V/)�_ ] <Ws ] <Wk ] <aE+Vp&p,�)+"%(*Vok%$'(*)+"WVG& U VG$*V ] )+"aE ] <-s#,t(*<Wkl2SL�VG&GFhk-V (*< k-V/��sRV/6c$ Fh<aE+Vo< � (*<-,+FvEpn/s�VoIc(zVGE_RFh<-<}<%(*)+"aE[uS`�< Vp(*<-"-Vp('E�$'(*)+"WVo< 05��sRV/I ] <-s�,�I1V/kc(*<Ws ] <-s�Vo<�F ] ,�sRV/sSFh<-sRV/< @�Vp&pkWVo<1.e@5(*Vg,m(*V5IYVp(*,�6c(*Vp$*,t@�Vp('8,�V3(*< u�(*Vp$*Vo<�(*<-k ] ,tE�&�(*Vp$'$*Vo<�!#<a@�V/<-k ] <-s�Vo<�ua`e&GF ] ,�sRV/,�VpEpnpE5@�Vp&+k-V/<l2jREGFe<Wk�FH&+kW��VpE+"-`�kWVo<1.vkc(*Vgn ] & C `�kWVG$'$'(zVG& ] <Ws3uS`�<��#I��mVp_�E+Vo< sRV/`R��VGE�&�(*,�)+"WVBZ�&�(*� ('E�('uRFS.H@B(zV � Fe<aE+V/<

`�k-Vp& � )�_c6 ] <%_�E+Ve.�IYVo< ] E+n/V/<l.a@�Vp&�>AVo<�(*<Dkc(*V/,�VG& � (*<-,t(*)+"aE5uSVp&+,�)+"c(*V/k-V/<-V3Z�&+`RI%$*Vo��VKF ] >;2c45(*VN�#I��mVp_�E+VG&�8_aVo<-< ] <-s�,tuSVp&�>7Fe"%&+Vo< I�Fe,t(*Vp&+Vo<�F ] >k-Vp&5_S`h&�&pVp_�E+Vo<  �] `e&+kW< ] <-s�np@5(*,�)+"-V/<�k-V/< F ] ,BkWVo< U ('$*kWVG&+<�Vpy%E�&GFH8"c(*Vp&�E+Vo< C Vp&�_c�DFv$*V/< n ] k-V/<-V/<ik-Vp&}�#I��tVp_%E+��`�k-Vp$'$*Vh2�4 ] &p)�" ,tEGFH&�_�,mE�& ] _�E ] &�(*VG&�E+V��BIYVG& �Fe)+"WVo< `�kWVG&� (*<aE+Vp&+se& ] <Wk _RFe<-< V/,�n ] Vp(*<-Vp&�se&+`R,�,�V/<   Fe"%$5uS`�< Vpy%E�&GFe"%(*VG&�E+V/< C Vp&�_c�DFv$*V/< _S`R����Vo<1.�k%(*V Vp(*<-V/<_a`R��6c$*V+yWVo<  �] `h&+k-< ] <WsR,�6%&p`�n/Vo,�, <�Fe)+" ,t(*)+" np(*Vo"WVo<12 �lV/seE���Fh< ,t(*)+" F ] >#@gVo<%(*sRVh. ,�Vo"%&},t(*sR<%(��-_RFh<aEpVC�VG&�_c��FH$*V�>AVo,tEX. _RFh<-<�V/, IYVp(#��Vp&+k-V/)�_ ] <Ws ] <WsRV/< ua`e&�_a`R����V/<l.[k�Fh,�,�,t(*)+"�_aVp(*<-V �#I��mVp_�E+��Vp&�_c�DFv$*V��Vo"%&BV+y%E�&GFe"c(zVG&+V/< $ Fh,�,�V/<l24�(*Vo,�V/< Z�&+`RIc$zVo��Vo< @5('&+k (*< {}|G~����}�}� � ('E�kWVo� � (*<-,+FvE+n uS`�< Vp&+,�)�"-Vp(*< ] <-s�,�I�Fh,m(zVG&�E+Vo< ��Vp&�8

>7Fe"c&+V/< I1V/sRV/sR<WVGEX.5� ('E k-V/<-V/< ,t(*)+" _a`R��6c$*V+yWV �#I��mVp_�EpViF ] )+" IYVp( ] <aE+Vp&+,�)�"c(*V/kc$'(*)+"WVG& U Vp$*V ] )+"aE ] <Ws"�Fh<-kW"�FhI1V/<�$ Fh,�,�V/<l2�4�FeIYVp(VG&�>A`e$*shE�_SVp(*< :=<c>A`e&+��FHE�(*`�<-,tuaVG&�$ ] ,mE3k ] &p)�" kc(*V�j�V/sR��Vo<aE�(*Vp& ] <Wsc.lu�(*Vp$*��V/"c&@�Vp&+k-V/< C Vp&�_c�DFv$*V�F ] >Ase& ] <-k�k-V/,�J-Fv&+Ia@�Vp&�Ep,^VG(z<-Vo, U ('$*kW6 ] <%_�E+Vo, n ] & � &�_SV/<-< ] <WsN"-Vp&GFe<-s�Von/`Rs�V/<l2c!5$*,�BI��mVp_�E+��`�kWVG$'$�k%(*Vo<WVo< U ('$*k-Vp& F ] , �tVokWVG&�� �`�se$'(*)�"-V/< !#<-,t(*)+"aE�VG(*<WVo,�BI��tVG_�E+,�I1Vp( ] <aE+Vp&p,�)+"%(*Vok%$'(*)+"WVG& U Vp8$*V ] )+"aE ] <Wsc2S0�� k%(*VB:r<c>A`e&+��FHE�(*`�<-, ] En ] IYV/,�)�"c&H�Fe<%_SV/<l.e@gVG&+kWVo< kc(*Vg!#<-,t(*)+"aE+V/<}(*< VG(z<-Vo� � (*s�Vo<%&GF ] ��.I�Fh,t(*VG&+V/<-k�F ] >�k-V/< sh& �`R,�,tE+Vo< � (*sRV/<auSVp_�E+`e&+V/< Fv$'$*VG&K!#<W,t(*)+"aE+Vo<1.-_S`�k%(*VG&�EX2 -] _�$ Fh,�,t(���np(*VG&+V/<-kWV U ('$zk-Vp& @�Vp&+k-V/<}(*<�kc(*V/,�V/< � (*sRV/<c&GF ] � 6c&+`���(*nG(zVG&�E ] <-k}kWVG&^�}(*<%(*��FH$*Vg!#I-,tEGFe<Wk

n ] k-V/< ��&/Fv(*<c(*<WsR,tuaVG_�E+`h&pV/<�,�`X@5(*VkWVG&[IYVG(�kWVG& w �] )�_c6%&+`��tVG_�E�(*`�<�V/<aE+,tEpV/"-V/<-kWV�J%Vo"%$*VG& FH$z,^L��] E+V/��Fe,�, >+�] &kc(*V � $ Fh,�,�Vo<Wn ] sRV/" �`h&�(zse_SVp('E5uSVp&�@�V/<-kWVGEX2c4KFhI1Vp((��<Wk-VpE"�mV/k-`�)+" <%(*)+"aE�k�Fe,�_�$ Fe,�,t(*,�)+"-V��[VG&�>7Fe"%&pV/< � ('E�E+VG$*,��&�E+"W`Rs�`R<�FH$*6%&p`��mVp_�E�(*`R<��[Vp&�@�V/<-k ] <-s%2145(*V/,#@ �] &+kWV�< ] &#I1Vp( ] <auSVp&�&GF ] ,�)+"aE+V/< ] <Wk uSVp&+k-V/)�_ ] <WsR,t> &pVp(*V/<�BI��mVp_�EGF ] >�<�Fe"-��V/< s ] E+V � &+sRV/I-<%(*,�,�V�$'(*Vp>�Vp&+<l2jaEGFHE�E+kWVo,�,�V/< Vp&�>�`h$*seENkc(*V � `�V���nG(*V/<aE+Vo<�IYVp&+Vo)+"W< ] <-s�(z�� (*s�Vo<%&GF ] � k�Fhk ] &+)+"1.%k�Fe,�,g< ] &5VG(*<WV�05<aE+Vp&p��V/<-s�V�FH$'$zVG& U ('$*k-6 ] <c_�E+V#n ] & U VG&+V/)+"-< ] <Ws�"-Vp&GFe<WsRV/no`�sRV/<@�Vp&+k-V/<l2#45(*V/,�Vi@5('&+k Fh<-"�Fh<-k uS`�<��#I��tVp_%E�@5(*,�,�Vo<1.@5(*V J-Fv&+IYVe. ] <-k n ] >rFv$'$*,�sRV/,tE+V ] VG&�E F ] ,�s�VG@ �Fh"c$'EX2

x �

Page 22: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

jaE+Vp$'$'E#��Fe<�kc(*V3n ] sRV/" �`h&�(*sRV/< LB$*Vp(*)+" ] <WsR,�,t�c,tE+Vo��V#>+�] &#kc(*VN4KFv&+,tEpVp$'$ ] <-s k%(*Vo,�Vp& U ('$*kW6 ] <c_�E+VKk ] &+)+" kc(*V� (*s�Vo<auaVG_�E+`h&�@�Vp&�E+V#F ] >�_RFe<W<}kc(*V/,�V/,K�] IYVG&+IYV/,tE�(*����EpVLB$*Vp(*)+" ] <WsR,�,t�c,tE+Vo� � ('E[< ] ��VG&�(*,�)+"WVo< ��Vp&�>rFh"c&+V/<<�Fh)+" kWVo< ] <�IYVG_RFh<-<aE+V/< � `�V ��np(*V/<aEpV/<�sRVp$=�`R,tE5@�Vp&+k-V/<l24 ] &+)+"�kc(zV�LKV/<-Vp&�(*Vp& ] <-sN��Vo"%&+VG&+Vp&�jY�FHE+n/VguS`�<��BI��tVG_�E+6 ] <c_�E+"a�c6Y`eE+"WVo,�V/< ] <Wk}Vp(*<-Vp&('E+Vp&GFHE�('uSVB!#<c8

6�Fh,�, ] <-sN_l�`�<-<WVo< Z ] <c_�E+VKF ] ,^uSVp&pkWVo)m_%E+V/< �#I��mVp_�E+I1Vp&+Vp(*)+"-V/< ] <Wk�wBF ] ,�)+"WVo< F ] ,gk-V/� U VG&+V/)+"-< ] <-sR,t86c&+`�noV/,�,�Vp$'(*� (*<c(*Vp&�E@gVG&+kWVo< ] <Wk���Fe<�Vp&+" �FH$�E�s ] E+V �N�Fe"WVG& ] <-s�Vo< > �] &�k%(*V5EGFHE+, �Fe)+"%$'(*)+"-V/< � `�V���nG(*V/<aE+Vo<12U ('$*k � x3noVp(*seE^VG(*< �BI��mVp_�E+��`�kWVG$'$%>+�] &VG(*<WV5��Fh,�,�Vh.�,�`o@B(*V5k�Fe, � &+s�VoIW<c(*, Vp(*<-Vp& _a`e&�&+VG_�E+V/< � $ Fe,�,t(��W_RFHE�(*`�<IYVG(�"-VpE+VG&+`�sRV/<-V/� � (*<aE+Vp&psh& ] <Wkl2J��] &�k%(*V �#I��mVp_�E�$z`e_RFv$'(*,+FHE�(*`�< (*<-<WVG&+"�FH$*I�VG(*<WVG&�j�n/V/<-V3@5('&+k �}('E#Vp(*<-Vp&#! ] ��`R, ] <WsR,�"%(*VG&GFv&p)�"c(*V3sRVXFH&�8

IYVG(�EpVpEX2! ] >�k-Vp&�<c(*V/kc&�(*s�,mE+V/< ! ] �`�, ] <-s�,�,mE ] >�V�@�Vp&pkWVo< � �W6Y`hE+"-V/,�Vo<i>+�] &}�BI��mVp_�E+6Y`R,t('E�(*`�<isRV/<-Vp&�(*VG&�EX.kc(*V�F ] >�k-V/< " �`�"-Vp&pV/< jRE ] >AVo<�uaVG&�(���nG(*Vp&�E5@�Vp&+k-V/<l2:r� � Vp('E+VG&+V/< @5('&+k Fh< k-Vp&}�[VG&+IYV/,�,�VG& ] <Wsik-Vp& � &�_aVo<W< ] <-s�,t$*VG(*,tE ] <-s�IYVG( ] <aE+Vp&+,�)+"c(*V/kc$'(*)+"WVG& U Vp8

$*V ] )+"aE ] <Ws ] <WkD,t_RFv$'(*Vp&�E+V/< �#I��mVp_�E+Vo<�s�VvFv&+I1Vp('E+VpEv2-05� k-V/<D��&GFH(*<%(*<-s�,+F ] > @BFh<-k�n ] IYV/,�)+"c&H�Fh<c_SV/<�_RFe<W<kc(*V U Vp$*V ] )+"aE ] <WsR,+FhI-" �Fh<-sh(*se_aVG('EKkWVG&3!#<-,t(*)+"aE+V/<�EpVp('$'@gVG(*,�V}Fv$*sR`h&�('E+"-� (*,�)+"�VG&�>7Fe,�,tE#@�Vp&+k-V/<l2 �!#"-<%$'(*)+"-V/,sh('$'E�F ] )+" >+�] & kc(*V ja_RFv$'(*Vp& ] <-s%2�:=< kc(zV U VG&+V/)+"-< ] <-s�k-Vp& � `�V ��np(*V/<aEpV/< @5('&+k�Vp(*< �B6cE�(*� (*Vp& ] <-s�,�6c&+`h8n/Vo,�,�"c(*<W,m(*)�"aE�$�(*)+" VG(*<WVo,ija_RFv$'(*Vp& ] <-s�,t>rFv_�Ep`h&+,�(*<aE+Vosh&�(*VG&�EX2#4KFhk ] &+)+" �i�] ,�,�V/<�@gVG('E�@�V/<c(*s�VG&�VpyW6%$'(*nG('E+V� (*s�Vo<%& �F ] ��VB> �] & ] <aE+VG&+,�)+"c(*V/kc$'(z)+"-V ja_RFv$'(*VG& ] <-s�Vo<�I1Vp&+Vo)�"-<-VpEg@�Vp&pkWVo<�FH$*,5k�Fe,5Ic(*,t$ Fh<-s k-Vp&KJ-FH$'$�(*,tEX2

�����1��i ��X ��o7l[X]\4eUX�o[X�l*Z7gC\4�4o��[g7ebPYr"l ��X�op\4X]\�� ����X]\4�ca$PWVYZ[X]\

� (*< j�)�"S@gVG&+6 ] <c_�ENk-Vp& J%`e&+,�)+" ] <-sR,+Fv&+IYVG('E+V/<i(*� ��VG(�$*6c&+`��tVG_�E U x k-V/, j�`�<-k-Vp&�>�`h&+,�)+" ] <WsR,�IYVG&+Vp(*)+"-,Q�ORqN$'(*V/seEg(*< kWVG& � &�>�`h&+,�)+" ] <-sNua`R<��[Vp&�>7Fe"%&+Vo< n ] &5FH_�E�('uaVo< ,t�c<W)+"c&+`�<-Vo< �[VG&�>A`e$*s ] <Ws}Vp(*<-V/,�,t(*)�" I1Vp@�Vp8s�Vo<-kWVo< �BI��tVG_�E+, � ('E��V/"c&+VG&+V/< � Fh��Vp&GFe,/.R@g`RIYVp(1Vp(*<-VB`R6cE�(*��Fv$*V3jRE+V ] VG& ] <-sNk-Vp& � Fh��VG&GFh6�FH&GFh��VpE+Vp&v.nh2 U 2�kWVG& U &pV/<-<a@gVG('E+V/<l.�Fh<-s�Vo,tE�&+V/IcEg@B(�&pk12:r� U VG&+Vp(*)+" kWVo,gw5Vo)+"W<-Vp&+,�V/"-V/<-,�@�Vp&+k-V/< �#I��tVG_�E+V�" �F ] ��sNk ] &+)+"�VG(*<WVo<�Vp(*<-np(*sRV/< j%FHE+n5ua`R<�sh$*VG(*)+"%8

Fv&�E�(*s�Vo< C�Vp&�_W��Fv$*Vo<iIYV/,�)+"c&�(*V/IYVo<l2 U VG(z,�6%(*VG$z,m@gVG(*,�V�k ] &+)+"iVG(z<-V}C�Vo<WsRV uS`�< � Fh<aE+Vo<l. � )m_SV/<l. �Y(*<%(*Vo<1.VpEp)h214�(*VN!5&�E�kWVG&#C�VG&�_c��FH$*V�@5('&+k�(*� !5$'$*sRV/��VG(*<WVo<�F 6c&�(*`h&�(l>�V/,tE+sRVp$*VoshE ] <Wk�(*,tE#k�Fh"-Vp&B<%(*)+"aE#`RI��tVG_�E�8,�6YVonp(���,�)+"12 � (*<-V}jREpVp(*s�VG& ] <Ws�k-VG& �lVp(*,tE ] <-s�ua`R<�`RI��mVp_�EpVp&�_SV/<-<WVo<Wk-V/< `�kWVG&��RuSVp&�>�`h$*sRV/<-kWVo< jR�W,tE+V/��Vo<Vp&pnp(*Vp$'E �DFh< k ] &p)�" k-V/< � (*<-,+FvE+n uS`�< `�I��mVp_�EGFeIW" �Fh<-se(*s�V/< C Vp&�_W��Fv$*Vo< ] <-k k�FH&GF ] >K,�6YVonp( FH$'(z,m(*Vp&�E+Vo<j�V/<-,�`h&+Vo<12�C Fh< k-V/<c_SV�IYVp(*,�6%(*Vp$*,m@gVG(z,�VDI1Vp(�kWVG&��[Vp&�>�`h$*s ] <-s�uS`�<�! ] E+`R, Fh<�k-Vp&+Vo< � V/)�_RFe<W,t(*)+"aEX.�> �] &kc(*V )+"�Fv&GFH_�E+Vp&�(*,tE�(z,�)�"-V�C�Vp&�_c��Fv$*V}k�Fh,�@�Vp( � V �5] ����VG&+<-,�)+"%('$*k ] <Wk k%(*V}IYVp(*k-V/<�w �] )�_�$*V ] )+"aE+Vo<i,t(*<Wkl2� IYV/<-,�`}V/<aE+,�)+"-Vp(*k-V/<-kD(*,mE#k�FeIYVp( kc(*V�& �F ] � $'(*)+"WV�!#<W`e&+kW< ] <-s�kWVG&KC�VG&�_c��FH$*Vh2 -] &5VoIYV/<-,�`e$*)+"WVo<�C `�kWVG$'$'(*Vp& ] <Ws uS`�< �BI��mVp_�E+Vo<�k ] &+)+" k%(*V#&H�F ] � $'(*)+"-V U V/nG(*V/" ] <-s uS`�<�IYVG$'(*V/Ic(*s�Vo<

C�VG&�_c��FH$*V/< @ ] &pkWV k�Fe,�FH_�E�('uaV��BI��tVG_�E�_a`R<aE ] &+��`�k-Vp$'$[I�Fe,t(*Vp&+Vo<Wk�F ] > � Fv_�E�('uSV/< jaE�&GFh"c$*V/<��k�Fe"%(*<-s�VG8"-V/<-kDuSVp&GFH$'$*s�Vo��Vp(*<-Vp&�Ev.W@BFh,5n ] kWVo� �HsRVp_S`�6-6YVp$'E+V jRE�& ] _�E ] & KsRV/<�Fh<-<aE+V/< �#I��mVp_�Ep��`�k-Vp$'$l>+�] "c&�E+V �9dS���724KFhIYVG(Y@ ] &+kWV5_S`�<-,�V , ] Vo<aEgVG(*<WVK6%&p`�I�FhIc('$'(*,tE�(*,�)+"WVKJc`h&p� ] $'(*Vp& ] <WsNuSVp&�@gVo<Wk-VpEX.%k ] &+)+"�kc(*VB,�`X@g`R"%$ 05<-,t('8)+"WVG&+"-Vp('E+Vo<�(*< k-V/< 4KFvEpV/< FH$*,5F ] )+"�(*<�kWVo< Z�FH&GFh��VpE+VG&+<�k-V/,^uSVp&�@�V/<-k-VpE+Vo< �BI��tVG_�E+��`�k-Vp$'$*, &+V/6c&H�Fe,�V/<c8E�(*Vp&pI�FH&�@�Vp&pkWVo<12W:r< � `�`R6YVp&GFHE�(*`�<�� ('E kWVo� ��VG('$*6%&+`��tVG_�E U q3_S`�<-<aE+V5kc(*V � (zsR< ] <Ws�kWVo,5�#I��mVp_�E+��`�kWVG$'$*,Fh� U Vp(*,�6c(*Vp$�kWVG& �1`e_RFH$�(*,t(*VG& ] <Ws�uS`�<iLKV/,t(*)+"aE+,���Vp&�_c�DFv$*V/< k-V/��`R<-,tE�&�(*Vp&�E�@gVG&+kWVo< �9dS���72 U ('$*k � q�n/Vp(*seEkc(*V�w5`RI ] ,tE+"-Vp('E k-V/,}!#<W,+FHE+n/Vo, I1Vp(5k-Vp& �l`h_RFH$'(*,+FvE�(*`R< (*� JWFH$'$*VDuS`�< "W`�)+"-sh&/Fhkc(*s�Vo< jREh�`h& ] <WsRV/< ] <WkC�Vo"%&pkWV ] E�(*se_aVG('E+V/<l2

x�x

Page 23: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

U ('$*k � x � U VG(*,�6%(*VG$�>+�] &�Vp(*< �BI��mVp_�E+��`%kWVG$�$�(*� � (*sRV/<c&GF ] � ?7`�IYVo<YM ] <Wk kc(*Vij�)+"%&�('E�E+V @��Fe"%&pV/<-k kWVG&�l`h_RFH$'(*,+FvE�(*`R<W,t8 ] <-k � &�_SV/<-< ] <-s�,�6W"�Fh,�V�? ] <aEpV/<l.�uY29$72�M �lsRV/,+Fe��E+V}jSnoV/<-Vh. Vpy%E�&GFe"%(*Vp&�E+V}�BI��tVG_�E+6Y`R,t('E�(*`�<l.w5Vp_S`�<-,tE�& ] _�E�(*`R<�<�Fe)+" k-Vp& � `�V ��np(*V/<aEpV/<�IYVG&+V/)+"-< ] <-sc.h�#(*, ] Fv$'(*,t(*VG& ] <-sNk-Vp& sRV/,�)+" �FvEpnpE+Vo< � FhsRV/6�Fv&GFe��VG8E+VG&X2

� Fe)+" kWVo� ,tE/FvE�(*,�)+"-V/< J-FH$�$BkWVG&��l`h_RFH$'(z,m(zVG& ] <Ws�@ ] &+k-V�F ] )+"�k�Fe,�k%�W<�Fe� (*,�)+"WVDZ�&+`�Ic$*V/� k-Vp& ,�Vp8, ] V/<aE�(*VG$'$zVo<  �] ,tEGFe<-kW,�,�)+" �FvEpn ] <Ws�uS`�< s�VG_a`R6W6YVG$'E+V/<�jaE�& ] _�E ] &+V/<l. @5(*V V/, >+�] &}kc(*V��#I��mVp_�E�uSVp&�>A`e$zs ] <WsVp&�>A`h&pkWVG&�$'(*)�" (*,tEX. ] <aE+VG&+, ] )+"aEv2g4KFeIYVp(�@ ] &pkWVo< ��Vp&�>rFh"c&+V/< F ] ,�kWVo� U VG&+Vp(*)+" k-Vp& � Z�Fv&�E�(*)G$*ViJ�('$'E+Vp& Vp(*<-s�Vo,�VpEpnpEX.5(*� j�6YVonp(*Vp$'$*Vo< kWVG& ,�` sRV/<�Fh<-<aE+V�� $���� ��������' $�� !5$*sR`h&�('E+"-� ] ,o2 � & ,tE+VG$'$'E�VG(*<WV���Vp&�8Fv$'$*sRV/��Vp(*<-Vp& ] <Ws�kWVo,�_�$ Fh,�,t(*,�)+"-V/< � FH$*��Fh<�J (�$'EpVp&+, k�Fv&X. @�`�k ] &+)+" k%(*V���Vp&�@�V/<-k ] <-s � ] $'E�(*��`�k�Fv$*Vp&�[VG&�E+Vp('$ ] <WsRV/< > �] &�kWVo<  �] ,tE/Fh<-kW, �] IYVG&+saFe<Ws ] <-k�k�Fh, U Vo`�I�Fh)+"aE ] <-s�,t&GF ] ,�)�"-V/<�Vp&+� �`�se$'(*)�"aE�@5('&+kl2�! ] )+""c(*Vp&5@ ] &+k-V/< k%(*V�05<aE+Vp&+, ] )+" ] <WsRV/< Fh� U VG(*,�6%(*VG$�k-Vp&NL�V/,t(*)+"aE+,tuSVp&�>A`h$*s ] <Ws ] <aE+VG&+, ] )+"aE �9daT��72� VoIYV/< k-Vo< s�VG_a`R6W61Vp$'E+V/< jRE�& ] _�E ] &+V/<i@ ] &+kWVo< F ] )�"�@gVG('E+Vp&+"c(*< _a`R<aE ] &+I�Fe,t(*Vp&�EpV �[VG&�>7Fe"%&+Vo< uaVG&�8

>A`e$*shEv2 � ,�@ ] &+k-V�VG(*< ja�c,tE+V/� V/<aE;@5(*)�_aVG$�Ev.5k�Fh, V/, k-Vp& F ] E+`R<W`R��Vo<1. ��`�Ic('$*V/< Z�$ FHE�E�>A`e&+� C � U j �Vp&�$ F ] I%EX.BZ�VG&+,�`�<-V/< u�(*, ] Vp$'$�n ] uaVp&�>A`e$*s�V/< ] <-k � ('E�_S`�<-,tEGFe<aE+V/� !#IW,tEGFe<-k n ] Vo,t_a`e&�E�(*Vp&+Vo<12B45(*V�n ]uaVG&�>A`e$*s�Vo<-kWV}Z�VG&+,�`�<�@ ] &+k-VNk�FhIYVG(�k ] &+)+"�(*"%&+V � `�<aE ] &Kk-V/, � `R6%> �Wj�)+" ] $'E+VG&+IYVp&pVp(*)+"W,K)+"�Fv&GFH_�E+Vp&�(*,t(*VG&�EX245(*VNn/VG('E�$'(*)�"-V  �] ,tEGFh<-k-,�,�)+"��FHE+n ] <-s�Vp&�>�`h$*shEpV�@5(*V/k-VG& ] � � ('EBkWVo� � $���� ��������' $�� !5$*s�`e&�('E+"W� ] ,/.ckc(*VU VG@gVG&�E ] <Ws kWVG&}L��] E+V}kWVG& s�Vo,�)+"��FHE+npE+Vo< � `�<SE ] &N@ ] &+k-V��] IYVG&�Vp(*<-V�6c&+`�I�FeI%('$'(*,tE�(*,�)+"-V�45(*,t_�&�(*� (*<�Fh<aE+VVp&p� ('E�E+Vp$'EX2J��] & k�Fe, Z&+`RIc$zVo� k-Vp& J ] ,t(*`�<�ua`R< :=<c>A`e&+��FHE�(*`�<iIYVG(^k-Vp&���Vp&�@�V/<-k ] <-s���Vo"%&pVp&+VG& � Fe��Vp&/Fh,N,�`e8

x�q

Page 24: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

@5(*V5kc(*V5k�Fe� ('E�uSVp&+I ] <Wk-V/<-V`�6cE�(*��FH$zVBFv_�E�(�uSV � Fh��VG&GFh,mE+V ] Vp& ] <Ws#@ ] &+k-V/< Vp&+,tEpV^E+"-V/`e&+VpE�(*,�)+"-V5!#<W,X�FHE+noVFh<-sRV/k�Fh)+"aEX2145(*V/,�V�Z�&+`RI%$*Vo��FHE�('_�@5('&+k�(*� >A`e$*s�Vo<Wk-V/< baFe"%&�kWVo< � F ] 6cE+sRV/sRV/<-,tEGFh<-k kWVG&5@5(*,�,�Vo<W,�)+"�Fv> E�8$'(*)+"WVo<�!5&+IYVG('E#k�FH&+,tE+VG$'$*V/<l2

U ('$*k � q ��4BVo��`�<-,tE�&GFHE�(*`�<ik-Vp&}w5`RI ] ,tE+"-Vp('E�ua`R< sRVp_S`�6-6YVp$'E+Vo< jRE�& ] _�E ] &+V/<isRV/sRV/<��] I1Vp&�"-`�)+"Wse&GFek%(*sRV/<jaE �`h& ] <-s�Vo< ] <Wk C�Vo"%&+k-V ] E�(*se_aVp('EpV/<l2l:=� U Vp(*,�6%(*Vp$�@gVG&+kWVo<�kc(*VN& �F ] � $'(*)+"-V/< !BI-" �Fh<-sh(*se_aVG('E+V/<�k-Vp&�LKVp8,t(*)+"aE+,���VG&�_c��FH$*VK! ] sRV/< ] <-k�C ] <-k k ] &+)+" kc&+Vp(l_S`�6-6YVp$*<-k-V�jaE�&GFh"c$*V/< ��`%kWVG$�$'(*VG&�EX2

� (*<�@�Vp('E+VG&+Vp&Kj�)+"a@�Vp&+6 ] <c_�E�kWVG&5Jc`h&+,�)�" ] <-s�,+FH&+IYVG('E+V/<�(*� ��VG(�$*6c&+`��tVG_�E U x�k-V/,�jS`R<Wk-Vp&�>�`h&p,�)+" ] <-s�,t8IYVG&+Vp(*)+"-,�QRO�q ,t(*<-kD��Vp&�>rFh"c&+V/< n ] &KFH_�E�('uaVo<��#I��mVp_�E+VG&�_aVo<-< ] <-sN(*<�k-Vp& U ('$*k%uSVp&GFH&+IYVG('E ] <-s%24�(*V � &�_SV/<-< ] <WsR,t&GFHE+V[IYVp(ck-Vp& � $ Fe,�,t(��W_RFHE�(*`R< I-np@N2�k%(*VBL�V/<�F ] (*sh_SVp('E�kWVG& �l`h_RFH$'(*,+FvE�(*`R< "��Fe<WsRV/< F ] > 8

sh& ] <-k�uS`�<i!#� I%(*s ] ('EH�FHE+V/< np@5(*,�)+"-V/<iVp(*<-n/VG$*<WVo< �#I��mVp_�EpV/<�Vo<aE+,�)+"WVG(*kWVo<Wk�uS`�<ik-V/<isRVp@��Fe"c$�EpV/< j�V/<-,t8`h&pk�FHE+V/< FhIl2105� < ] &5Vp(*<-V�� (*<c(*��FH$zVK!#<-nXFe"%$ ua`R< �BI��tVG_�EGF ] >A<�Fe"W��V/< n ] Vp&+noV ] s�Vo<1.1,�VpEpnpE#��Fe< Vp(*<-Vs�Vonp(*VG$'E+V V>T�\LQo��(ION�T�h1[jKRT�S8TsP�Vp(*<l2�4BVG&+V/< ! ] >AsSFhIYV (*,tE�V/,o.[> �] &�Vp(*< sRV/sRV/IYVo<WVo, �BI��tVG_�E F ] Ep`���FHE�(*,�)+",t(*sR<%(��-_RFh<aE+V�!#<-,t(*)+"aE+V/< n ] sRV/<-Vp&�(zVG&+V/<l.@gVG$*)�"-V�kc(*V �BI��tVG_�E+Vp&�_SV/<-< ] <Ws &+`�I ] ,tE+Vp& ] <-k n ] uSVp&�$r�Fe,�,t(*sRVp&s�Vo,tEGFH$'E+V/<l2  �] kc(*V/,�Vo�   @�V/)�_�@ ] &+k-V Fe� �lV/"c&+,tE ] "%$�Vp(*< �[VG&�>7Fe"c&+V/< V/<aE;@5(*)�_aVG$'EX.[k�Fh, � I�Fe,t(*Vp&+Vo<WkF ] > k-V/< C VpE+"-`�kWVo<�k-V/,�w�VG(*<%>�`h&+)oV/��V/<aE �1VvFv&p<%(*<-s � F ] E+`R��FHE�(*,�)+"�,t(*sR<%(��-_RFh<aE+V#!#<-,t(*)+"aE+V/<�>+�] & �tVokWVo,�BI��mVp_�EK(*<�kWVG& �BI��tVG_�E+k�FHE+V/<%I�Fe<%_�$*VG&+<aE � � �72 � (z< sh&+` � VG&���`h&�E+VG('$[k-V/,KV/<aE;@5(*)�_aVG$'E+V/<��[VG&�>7Fe"%&pV/<-,�$'(*V/seEk�Fv&�(*<l.-k�Fe,�,5V/,5_�$ Fe,�,t(��-_RFvE+`e& ] <�FeIW" �Fh<-se(zsN(*,tEv2Y4KFh,#I1V/k-V ] E+VpEX.c`R"-<WV�,t(*s�<c(��W_RFe<aE+V �!#<-k-Vp& ] <WsRV/< Fh< k-V/<C�VGE+"-`�kWVo< n ] & !#<-,t(*)+"aE+V/<-6%$ Fe< ] <Ws k ] &+)+"%>+�] "c&+Vo< n ] �i�] ,�,�Vo<1.�_�Fe<-< �mV/k-Vp&+noVp('E}Vp(*<�<WV ] Vo,���Vp&�>rFh"c&+V/<n ] & � $ Fe,�,t(��-_RFvE�(*`R< ] <Wk �l`e_RFv$'(*,+FHE�(*`�<�uSVp&�@gVo<Wk-VpE�@gVG&+kWVo<12:r< U (�$*k � d�(z,mEgVG(z< U Vp(*,�6c(*Vp$l>+�] &�kWVG&GFv&�E�(*s�VKC�Vo"%&+k-V ] E�(*se_aVG('E+V/< np@B(z,�)�"-V/< VG(*<WnoVp$*<-V/< �BI��tVG_�E+V/<�k�FH&�8

s�Vo,tE+VG$�$'Ev2�45(*V�sRV/noVp(*shEpV/< ��Fe,�,�V/< ] <SE+Vp&+,�)+"-Vp(*k-V/<i,t(*)+"�< ] &�Fh<-"�Fh<-kiVp(*<-Vp&   (��lVG& F ] >k-Vp&N�[`e&+k-Vp&+,�VG('E+Vh205� < ] < kc(zV�Vp(*<-n/VG$*<WVo<���Fh,�,�Vo< ] <aE+VG&+,�)+"WVG(*kWVo< n ] _l�`�<-<-V/<l.-� ] ,�,Vp(*<-V3!5_�E�(*`R<�sRVp@��Fe"c$�E�@gVG&+k-V/<l.-F ] ,k-Vp&#VG(z<-VN<-V ] V3!#<-,t(*)+"aE+,�6Y`R,t('E�(*`�< &+Vo, ] $'E�(*VG&�EX.cua`R<�k-VG&#F ] ,5kc(*V   (��lVG&�,m(z)+"aEpI�FH&g(*,tEX24�(*V}j ] )+"-V3<�Fh)+" Vp(*<-Vp&K<-V ] V/< `�6cE�(*��FH$*V/< !#<W,m(z)+"aE#(*,tE5(*< kWVo� Vo<aE�@B(z)�_SVp$'E+Vo<��[VG&�>7Fe"c&+V/< Fv$*,��B6cE�('8

� (*VG& ] <-s�,�6%&+`RI%$*Vo� > �] & kc(*V#Z�`R,t('E�(*`�<�� ('E k-Vp&��Fvy%(*��Fv$Wn ] VG&�@5FH&�E+Vo<Wk-V/<DjR(*sR<%(��-_RFh<-ne.akl2 "12S��Fvy%(*��FH$zVo<

xhd

Page 25: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

05<aE+Vp&p,�)+"WVG(*kWI�Fv&�_SVp('EBkWVG&K�BI��mVp_�E+Ve.a>�`h&+� ] $�(*VG&�EX2c4KFen ] @5('&+k F ] ,�kWVo� @��Fh"c&+V/<-k�k-V/,��&GFH(*<%(*<-s�,�s�Vo,+Fh�}8��VG$'E+V/<3��(*,�,�Vo< � k-V/<NVGuRFv$ ] (*Vp&�E+Vo< U VG(*,�6%(*VG$ Fh<-,t(*)+"aE+V/< ��VG(*<WV[&+VoVp$'@�Vp&�E�(*sRVh.X_S`�<SE�(*< ] (*VG&�$'(*)�"-V�J ] <%_%E�(*`�<>+�] &[kc(*VgVG&�@5FH&�E+VpEpVgja(*s�<c(��-_RFh<-ngIYVG$'(zVoIc(zsRVp& !#<-,t(*)+"aE+V/<}Fe6W6c&+`oy%(*� (*VG&�EX2e4KFh,[!#<-,t(*)+"aE+V/<SE�&GFv(*<c(*<Ws#$=�F ] > E k�FH8IYVG(�,�`�FeI1.ck�Fe,�,5k%(*V�L��] E+VKVp(*<-n/Vp$*<-Vp&K!5_�E�(*`R<WVo< ua`R<�uSVp&+,�)�"c(*V/k-V/<-Vo<�!#<-,t(*)+"aE+,�6Y`R,t('E�(*`�<-V/< F ] ,�sRVp@�Vp&�E+VGE@5('&+kl2-CD('E#s-�Fh<-se(zsRV/< �#6%E�(*�}(*Vp& ] <WsR,tuaVG&�>7Fe"c&+V/< @B('&+k�(*<Dkc(*V/,�Vp&KJ ] <c_�E�(*`R<�< ] <�<�Fe)�" C FXy%(*�DF�sRV/, ] )+"aEX.F ] ,�k-Vp&pV/<���Fes�V�k�FH&GF ] >�"%(*<�VG(*<WVg<-V ] V�!B<-,t(*)+"aE+,�6Y`R,t('E�(*`�< �}(�E���Fvy%(*��FH$*Vp& ja(*sR<%(��-_RFh<-ngIYVG&+V/)+"-<WVGE�@5('&+kl2:r� U Vp&+VG(z)+"�k-VG&�!#<-,t(*)+"aE+V/<-6c$ Fh< ] <Ws}@5('&+k�k�Fh,#�[VG&�>7Fe"c&+V/<�(*� >�`h$*sRV/<-kWVo<�baFe"c&�,�`�Vp&�@�Vp('E+VG&�EX.�k�Fe,�,

� ] $'E�(*6c$*V !#� Ic(*s ] ('EH�FHE+V/< F ] >�s�VG$=�`�,tE}@gVG&+k-V/< _l�`R<W<-V/<l2[!5_�E ] Vp$'$5(*,tE�k�Fh, �[Vp&�>rFh"c&+Vo< (*< k-Vp&���Fes�Ve. kc(*Vsh$*`RI�Fv$YI1V/,tE+V5!#<-,t(*)+"aEVp(*<-V/,B�BI��tVG_�E+V/, n ] ��<-k-V/<l2S4�Fe,[�[Vp&�>rFh"c&+Vo<�,�`h$'$1< ] <},�`NVG&�@gVG('E+Vp&�E @�Vp&+k-V/<l.Rk�Fe,�,@�Vp('E+Vp&pV � s ] E+V� !#<W,m(z)+"aE+,�6Y`�,t('E�(*`R<WVo<�(*<�!BI-" �Fh<-sh(*se_aVG('E[k-Vp&I%(*,�"-Vp&�(*sRV/< ! ] >A<�Fh"-��Vo<NIYVp&pV/)+"W<-VpE@�Vp&+k-V/<_l�`R<W<-V/<l2�4�Fe,5IYVokWV ] E+VGEX.-k�Fh,�,#Z`�,t('E�(*`R<WVo<�<c(*)+"aE5@5(*V/k-Vp&3F ] ,�s�VG@��Fh"c$'Eg@�Vp&+k-V/< k��] &�>�V/<l.�uS`�< kWVo<WVo< F ] ,IYVG&+Vp('E+,5! ] >A<�Fh"-��Vo< s�Vo��Fh)+"aE�@ ] &pkWVo<12� (*<�@�Vp('E+VG&+Vp& jS)+"a@�Vp&p6 ] <%_�EKk-Vp&�Jc`h&+,�)+" ] <-s�,+FH&+IYVp('E+Vo<�@5('&+k�kc(*V}J ] ,t(*`R< ��V/"c&+Vp&+VG& � Fe��Vp&/FhIc('$*kWVG&

,�VG(z<l2 45(*V k ] &+)+"�k%(*V�!#<-,t(*)+"aE+V/<-6c$ Fh< ] <Ws�sRV/<-Vp&�(zVG&�E+Vo< <-V ] Vo< U ('$*k-Vp&�,�`h$'$*Vo<i<%(*)+"aE3(*,�`e$'(*Vp&�E�IYVpE�&GFh)+"aE+VGE@�Vp&+k-V/<l.,�`�<-kWVG&+< kc(*V�Ic(*,�"-Vp&�(*s�Vo< � $ Fh,�,m(��W_RFHE�(*`�<c8 ] <-k �l`h_RFH$'(*,+FvE�(*`R<W,�Vp&+sRV/I-<%(*,�,�V uaVG&+IYV/,�,�VG&+<l24�Fen ]@�Vp&+k-V/< I%(*,�"-Vp&�(*sRV � $ Fe,�,t(��W_RFHE�(*`�<-,tuSVp&�>rFh"c&+V/< ] � VG(*<WV ,tEGFHE�(*,tE�(*,�)+"-V � `R��6Y`R<WVo<aE+V3VG&�@gVG('E+Vp&�Ev.Ykc(*V�Vp(*<-V@BFh"c&+,�)+"WVG(*<%$'(*)+"c_aVG('E+,tE+"-V/`h&pVpE�(*,�)+"�> ] <Wkc(*Vp&�E+V U Vo"�Fe<Wkc$ ] <-s kWVo,#J ] ,t(*`R<W,�6c&+`RI%$*Vo��,gn ] $ Fe,�,�V/<l2

� � ;EH:=JH8 B DFE @p>-D�8;D�6?7!N2 U FvE�$�(*<-Vp&v.[b%2 U] )�_S`X@N.���2�J%Vo<aE+n/Ve.[bc2[J�(*,�)+"-Vp&X.^fB2�JS&GFe<c_Y.�J 2 L�Fv$'$'@5('E+nh.�b%2 � FRFh,/.^j-2 � Fv&+I1V/)�_Y.w32 �5] IYVG&X. � 2 �N�`eE+"l.�0K2��#"%$*VG&X.1L�21jRE+Vo����Vp&X.a��2-��FH&+<%_SV�M45(*V�(*<W"�FH$'E�$'(*)�"-V/<�j�)+"a@�Vp&+6 ] <c_�E+V�k-Vp&DJ%`e&+,�)+" ] <WsR,+FH_�E�('u�('EH�FvE+Vo< n ] & j�6c&GFh)+"auSVp&GFH&+IYVG(�E ] <-s�Ic('$*kWVo< k�Fe,��Fe,�)+"%(*<-Vp$'$*V � &�_aVo<W<-V/< ] <Wk}�[Vp&p,tE+V/"-V/< s�Vo,�6c&+`�)+"WVo<WVG& �! ] � VG& ] <WsRV/<�,�`X@5(*V�JS&GFes�Vo,tE+VG$�$ ] <-s�Vo<Dk-Vp&B45( Fv8$*`�se_a`R<aE�&+`e$'$*V ��� �72�4�(*V�!5&+I1Vp('E+V/< (*� U Vp&�(z)+"aEp, ��Fe"%&�_a`R<WnoV/<aE�&�(*VG&�E+V/< ,m(z)+" F ] >�k%(*V�?A� Vp('E+VG& �WM�Vo<aE�@5(*)�_�8$ ] <Ws#6c&+`hE+`eE��W6%(*,�)+"-Vp&�jS6c&GFe)+"Wkc( Fv$*`Rs�,t�c,tEpV/��Ve2 � V/I1V/<�k-V/<�np@�Vp( � E�&GFhkc(*`�<-VG$�$*Vo<�g!#<a@�V/<-k ] <-s�,�IYVG&+Vp(*)+"-V/<k-Vp&�jS6c&GFh)+"auSVp&GFH&+IYVG('E ] <-s�,m>A`e&+,�)+" ] <-sNFe� �1Vo"%&p,tE ] "c$?=:r<aE+VG&of�('E;� �%J-Fh"c&+6c$ Fh<�F ] ,t_ ] <%> E[� ('Ek-V/� jR�W,tE+V/�� ����~ ] <Wk}� ] $'E�('$'(*<-s ] Fv$*V5�Vp&+�}(z<�FeIW,�6c&GFe)�"-V� ('E k-V/� ja�c,tE+Vo� ��� �"!�#�$ !(' )-M�@ ] &+k-VgVG(*<�45( Fv$*`�sR,t��8,tE+Vo� > �] & � (*<-`aF ] ,t_ ] <c> EV/<aE;@5(*)�_aVG$'EX2e� Vp('E+VG&+"%(*< @ ] &pkWV[� ('E�!5&+IYVp('EpV/<}Fh< k-Vp& � <aE;@5(*)�_�$ ] <-s#Vp(*<-V/,[� ] $'8E�(*��`�k�FH$zVo<�45( Fv$*`Rs�,t�W,tE+V/��, ?�� # � �� $ #3M ] <-k�!5&+IYVG('E+V/<�n ] &�j�6c&+V/)+"-Vp&�(*k-V/<aE�(��-_RFvE�(*`R< � �RuSVp&�( �-_RFHE�(*`�<IYVos�`R<W<-V/<l24BVG&�>+�] &�k%(*V  �] saF ] ,t_ ] <c> E+,�k-`�� �Fh<-V�Vo<aE�@B(z)�_SVp$'E+V � FhIY`e&+6c&+`hE+`eE��c6KVG(z<-Vo,�,�6c&+V/)+"-Vp& ] <�FhI-"��Fe<Wse(*s�Vo< ja��8

,tE+Vo��, n ] &�C�V/<-,�)+"��%C Fh,�)+"c(*<WV � � `���� ] <%('_RFHE�(*`�<}@ ] &pkWVg(*<}@gVo,�V/<aE�$'(*)+"-V/<��Vp('$*V/< k-Vp& �[VG&+,tE+V/"-V/<-,�6-"�FH8,�V ?=:=<aE+Vp&+6c&+VpEGFHE�(*`R< ] <Wki45( Fv$*`Rsh>+�] "%& ] <Ws%M5<WV ] (*��6c$*V/��Vo<aE�(*Vp&�Ev2l05� � &�>7Fe"%& ] <-s�Vo<�� ('E�k-Vp&�,�)+"W<-Vp$'$*Vo<�!#<Wk-VG& ] <-s�uS`�<�!#<a@gVo<Wk ] <-sR,�kW`R���Fe<WVo<�n ] ,pFh����Vp$*<l.e@ ] &+k-Vk�Fe,4�( FH$*`�sR,t�c,tE+V/� <�Fe)�"�kWVG& � V ] (*��6c$*Vp8��Vo<aE�(*Vp& ] <-s5F ] >�kc(*V[<-V ] V 4B`R� �Fe<WV � � (*<-`aF ] ,t_ ] <c> E �6Y`h&�E�(*Vp&�EX2�� � ����'=.Xk�Fh,��&J� KRTe_�(*,�)+"-V�� QP<W`R,t�c,tE+Vo��.(*,tE ] <aE+Vp& O�T � q �H��� Q�xR�a\�Vp&�&pVp(*)+"�I�Fv& ] <-k�_RFh<-<i! ] ,t_ ] <c> E�s�VoIYV/<��] IYVp&�k�Fh, � (*<W`R6%&p`�se&GFh��� (*� �}('E�8E+VG$�> & �Fe<%_�(*,�)+"-V/< wBF ] ��2�! ] >[k-Vp&Kja�c,tE+Vo��, �PTRT�@ ] &+k-V�� ������'�VG&�>A`e$*sh&+VG(*)�" ua`e&+sRVp> �] "c&�EX2� (*<-V � &�@�Vp('E+VG& ] <Ws k-Vp&�Jc`e&+,�)+" ] <-sR,+Fv_�E�('u�('EH�FHE+V/< F ] >gk-V/� L�VoI%(*VGE�kWVG&3(*<c>A`e&+��FHE�(*`�<-,+FeI%> &GFhsRV/<-kWVo<

C�Vo<W,�)�"��cC�Fh,�)�"c(*<-V �c4�( FH$*`�sRVD(*,tE k%(*V � <aE;@5(*)�_�$ ] <Ws Vp(*<-V/, 45( Fv$*`Rs�,t�c,mE+V/��,�� ('EN!#<a� ���g(*��V �%J �Fe"c(zse_SVp('E] <Wk�uSVp&+IYVo,�,�Vp&�EpV/� � )+"aE+noVp('E�uSVp&+"�Fv$'EpV/<l24�Fe,#np@�Vp('E+V�!B<a@�V/<-k ] <-s�,m>AVp$*k ?7� ] $�E�(�$'(*<-s ] FH$*V��Vp&+�}(z<�FeIW,�6c&GFe)�"-VHM[(*,tE5k ] &p)�" kc(*V � (*<�I%(*<-k ] <-s�kWVo,

x �

Page 26: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

�lV/"c&+,tE ] "%$*,�?7d CD('EGFH&+IYVG(�EpVp& � (*<W<-V/<1M�(*< k�Fh, U C U J�8=s�VG>t�`e&+kWVG&�E+V � � w U C�� U : � �a�[`h&+"�FeIYV/< I1V/kc(*<WseEX2Z�&+`��mVp_�Ep6�FH&�E+<-Vp&�,t(*<-k�)XFS2BxRO !5&+IYVG('E+,�sh& ] 6-6YV/<�F ] , ��Vo"c&+Vp&+Vo< 05<c('uaVG&+,t('EH�FHE+V/<l.#L#&+` � >A`e&+,�)+" ] <WsR,�Vp(*<c8&�(*)+"aE ] <WsRV/< ] <Wk J�('&+��Vo<12�:r� ��� �"!�#�$ !(' ) �a�[`e&+"�FeIYVo< (*,tE�VG(z<�6Y`e&�EGFeI%$*Vo, �05IYVG&+,�VpE+n ] <-sR,�s�VG&H�FvE n ]V/<aE;@5(*)�_aVG$*<1.B@gVG$*)�"-Vo,�F ] > � `�<c>�Vp&+Vo<WnoV/< � ('E �Vp('$*<-V/"-��VG&+< ] <aE+Vp&+,�)+"c(*V/kc$'(*)+"WVG&�C ] E�EpVp&+,�6c&GFh)+"-V/<�kc(*V4#`h$*��VGE+,�)+"c> ] <%_�E�(*`R< �] IYVG&+<%(*����EX2  �] &   Vp('E _RFh<-< 4BV ] E+,�)+"l. � <-se$�(*,�)�" ] <Wk baFe6�Fe<%(*,�)+" uaVG&GFv&pIYVp('E+VGE@�Vp&+k-V/<l24KFh,��5"-V/�DF�kWVG&�� ] $�E�(�$'(*<-s ] FH$*V/< �[Vp&p"�Fe<Wkc$ ] <-siIYVG@gVoshE�,m(z)+" (*� w#Fh"-��V/< s�Vo,�)+" �FH> E�$'(*)+"-Vp&��VG&+� (*<�FhI-,�6c&GFh)+"-V/<l2

� 495�� 4 � CFE � � � ���85 � 5 � � ��� �� �� : �� ��� 4

:=� w#Fh"-��Vo<�k-V/,K4KJLB8;Z�&+`��mVp_�E+, � jREGFHE�(*,tE�(*,�)+"-V�C�`�k-Vp$'$*V�> �] &�j�6Y`�<aE/Fh<-V�j�6%&GFe)+"WV�N@ ] &+k-VNFe<�k-Vp&KsRVp8��VG(*<W,+Fe��Vo<���Vp&GFH&+IYVp('E ] <-s3ua`R< 6c&+`R,�`�k%(*,�)�"-Vp&:=<c>A`e&+��FHE�(*`�<�?7ne2 U 2%:r<aE+`R<�FHE�(*`�<l.R4#V/"-< ] <WsRV/<1M ] <-k $ F ] E�8$'(*)+"WVG&K:r<c>�`h&+��FHE�(*`R<�s�VvFv&+I1Vp('E+VpEv2-Z�&+`�,�`�kc(*,�)+"WV�:=<%>�`h&+�DFvE�(*`R<�kc(*V/<aE ] <aE+VG&5Fe<Wk-Vp&pV/� k�Fen ] .csRV/,�6c&+`�)+"WVo<-V�! ] � Vp& ] <-s�Vo< (*<��Fe"-<%$'(*)+"-Vp& � Vp(*,�V#n ]�] <SE+Vp&+se$'(*V/k-Vp&+<l.�@5(*VBk%(*V/, �}('E � ('$'>AV#ua`R<�jcFvE+non/VG(*)+"WVo<�(*< sRV/,�)+"c&�(*Vp8IYVo<WVG& j�6%&GFe)+"WV sRV/,�)+"c(*V/"aEX2R45(*VgnoV/<aE�&GFH$*V U VokWV ] E ] <-s56%&+`R,�`�kc(*,�)+"WVG&[:=<%>�`h&+�DFvE�(*`R<NF ] )+"N> �] &�k%(*V�F ] E+`R��FH8E�(*,�)+"-V jS6c&GFe)+"auaVG&GFv&+IYVG('E ] <WsN(*,tE�Fv$'$*s�Vo��VG(*<�Fh<-Vp&�_RFh<-<aEX2-45(*V��[VG&GFv&pIYVp('E ] <Ws}6c&+`�,�`�kc(*,�)+"WVG&#:=<%>�`h&p��FvE�(*`R<s�Vo,�)+"c(zVo"aE �tVokW`�)+" Ic(z,�"WVG&g@�Vp('E+sRV/"-V/<-k�sRVpE�&+Vo<W<SEgua`R< kWVG&g� `e&�E+Vp&�_SV/<-< ] <Wsc2�j�` IYVo<��`eE�(*shE�k�Fh,g(*� w#Fh"c8��Vo< k-Vo, ��� �"!�#%$&!('*)a8;Z�&+`��tVp_�Ep,[Fh� �lV/"c&+,tE ] "%$c>+�] & C ] ,tEpVp&+VG&�_aVo<W< ] <WsKVo<aE�@5(*)�_SVp$'E+V#Z�&+`R,�`�k%(*V �%C `�k ] $k�Fh, � &+sRV/I-<c(*,�k-V/, � `h&�E+VG&�_aVo<W< ] <-s�,���`�k ] $*,/. ] � 6c&+`�,�`�k%(*,�)+"-VLB&+Vo<WnoV/<N_�$ Fe,�,t(���nG(*Vp&+Vo< n ] _l�`�<-<-V/<l2H! ] >kc(*V/,�VN� Vp(*,�VN_RFe<-<�k-VpEGFH('$'$'(*Vp&�E+V :=<%>�`h&+�DFvE�(*`R<1.WIYVp(*,�6c(*Vp$*,t@�Vp(*,�V �] IYVp&�k%(*V�4#V/"-< ] <Ws�`�kWVG& U VGE+`�< ] <-s I1Vp8<�Fh)+"�I�Fv&�E+VG&3� �`h&�E+Vp&X.Y>+�] &�kc(zV � $ Fe,�,t(��-_RFvE�(*`R< "-Vp&/Fh<-s�Von/`Rs�Vo< @�Vp&+k-V/<l2 4#Vp& � Fh)+"aE+VG(�$kc(*V/,�Vo,�!#<W,+FHE+n/Vo,(*,tE �tVokW`�)+"l.�k�Fe,�,#k%(*V�VG(zsRV/<aE�$'(z)+"-V�� `h&�E+VG&�_aVo<W< ] <-s Y �8T N56%&+`R,�`�kc(z,�)�"-V�:=<%>�`h&p��FvE�(z`R< ,tEGFHE�E ��<-k-V/< � ] � �Vp(*<-V �! ] � VG& ] <-s#@5('&+k�"%(*VG&+IYVp(�FH$*, ] <-,tE�& ] _�E ] &�(*Vp&�E+V Jc`h$*sRVguS`�<�� �`e&�E+VG&+<�IYVpE�&GFe)+"aE+VGEX2R:r� w#Fh"-��V/<�k%(*Vo,�VZ�&+`��mVp_�Ep,�@ ] &+kWV < ] <ik�Fe,3@�Vp$'E;@gVG('E�Vp&+,tEpV �[VG&�>7Fe"c&+V/<i&+VXFH$'(*,t(*Vp&�EX. (*<ik-V/� 6%&+`R,�`�kc(*,�)+"WV ] <-k�$ F ] E�$'(*)+"-V:=<%>�`h&+�DFvE�(*`R< sRV/��Vp(*<-,+Fh� uaVG&GFv&+IYVG('E+VpE ] <-k `R6%E�(z�}(*Vp&�EN@�Vp&pkWVo< ?7,t(*Vo"WV U ('$*k �v� M�2�4KFhIYVG(^@ ] &+k-V n ] �Vp(*<-V/<ikc(*V � &�_aVo<W< ] <-s k-Vp&K� �`e&�E+VG&#uaVp&pIYV/,�,�VG&�EX.�n ] � Fh<-k-Vp&+Vo<�@ ] &+kWVo<�IYVG(�k-Vp&�L#&+V/<-n/Vo<%_�$ Fe,�,t(��W_RFHE�('8`�< � &+sRV/I-<%(*,�,�V VG&+np(*VG$�Ev.�kc(*V se$*Vp(*)+"a@�Vp&�E�(*s � ('ENk-V/<-V/<i,m(z<-kl. k%(*V}k�Fe,3VG(*s�Vo<W,tEh�Fh<-k%(*sRV�Z�&+`R,�`�k%(*V �%C `�k ] $$'(*Vp>�Vp&�EX2�L�Vos�Vo<��] IYVp&BkWVG&#Ic(*,�"WVG&56c&GFv_�E�(*nG(*Vp&�E+Vo< ,�V , ] V/<-np(*VG$'$*V/<���Vp&GFH&+IYVp('E ] <-s IYVokWV ] EpVpE5k�Fh,(*<aE+V/se&�(*Vp&�EpV�[VG&�>7Fe"%&+Vo<�uS`h&KFH$'$*V/� Vp(*<-V3k-V ] E�$'(*)�"-V � ��np(*V/<-n/,mE+Vp(*sRVp& ] <Wsc2� Fe)+"Wk-V/� ,t(*)+"�(*<ik-V/<�uSVp&+sSFh<-sRV/<-V/<ibSFh"c&+V/<�k-Vp& � (*<W,pFvE+n�,tEGFHE�(*,tE�(*,�)+"-Vp&�C�`�k-Vp$'$*V�F ] > kWVG& � IYVo<-V

k-Vp& $'(*<Ws ] (*,tE�(z,�)�"-Vo<�!B<�FH$'�c,�V�I1Vp@��Fe"%&�E�"�FHE ] <-k�kc(*V � &�_aVo<W< ] <-s�,t&GFHE+V/< (*<�VG(z<-V/� FH_cnoV/6cEGFhIc$*V/< U Vp&+VG(z)+"$ FhsRV/<l. @ ] &+kWV�< ] <i"�F ] 6%E+,X�Fe)+"%$'(*)+"ik�Fv&GFe<is�VvFv&+I1Vp('E+VpEv. k%(*Vo,�V�C VpE+"-`�kWVo<�(*< � ��!Kw Vp(*<-n ] I�F ] V/<l24�FH8IYVG(Y@5('&+k�k-Vp&#FH_�E ] Vp$'$YuSVp&+Vo<Wk-VpE+V�Z�FH&+,�VG&gn ] &g$'(*<-s ] (*,tE�(*,�)+"-V/< !#<�Fv$'�c,�V�Vp&+,�VGE+npEX2-45(*Vo,�Vp&KZ�FH&+,�VG&gIYVo,tEGFe<WkIc(*,�"WVG&5F ] ,Vp(*<-Vp&�LB&GFe����FHE�('_Y.Rk%(*VKFH$'$*VBuSVp&+,tEpV/"-V/<-,t&+Vp$*VGuRFh<aE+Vo<���VG('$*V3Vp(*<-Vp& �! ] � Vp& ] <-s3uS`h$'$*,tEH�Fe<Wkc(*s}FhIc8k-V/)�_�EX2S4KFh,[<-V ] VgC `�k ] $ ?Aucse$72 � QSM�,�`e$�$-k�FhI1Vp(-F ] ,���V/"c&+Vp&+Vo<���VG('$*V/<�I1V/,tE+Vo"WVo< ] <-k�k%(*VBJ ] <%_�E�(z`R<�Fv$'('E �FHEk-Vp&�I1Vp&+VG('E+,�(*� � (*<W,+FHE+n IYVp@ �Fh"c&�E+V/<�!B<�FH$'�c,�V�n ] � (*<Wk-V/,mE�IYVG(*IYV/"�Fv$'EpV/< ] 2 032hk%(*V �1VG(*,tE ] <WsR,t>t�Fe"c(zse_aVG('E�,�`e8saFH&Vp&+" �`�"-V/< ] <-k�n ] kWVo� kWV ] E�$�(*)+"-VL�Vo,�)+"a@5(*<Wkc(*sh_SVp('E+,tuS`h&�E+Vp('$*V I%(*VGE+V/<l2e4KFhn ] @�Vp&+k-V/<�k%(*V[Vo<aE�@5(*)�_SVp$'E+Vo<,tEGFHE�(*,tE�(*,�)+"WVo< C�`�k-Vp$'$*V�Vp(*<-s�V/,�VpE+nGE ] � >+�] &gVG(*<WsRV/"-V/<-kWV�j�6%&GFe)+"W,m(zsR<�Fv$Yn ] V/<aEp,�)+"WVG(*kWVo<1.c@�Vp$*)+"-VBuSVp&+,tEpVp8"-V/<-,t&+Vp$*VGuRFh<aE+Vo< � `R<-n/V/6cE+V#?7nh2 U 2   VG('E�8�.e4KFvE ] ��,t8c`�k-Vp&��5&�E+,+Fh<-sSFhIYVhM%(*<Nkc(*V/,�Vo� ja(*s�<�FH$aVo<aE+"�FH$'E+V/<�,t(*<Wkl2! ] >�LB& ] <-kNkWVG&���`h&+"-Vp&+,pFhsRV^,�`e$'$-Fh<-,�)+"c$�(*Vo,�,�V/<-k <%(*)+"aE���V/"c&Vp(*<-V�uS`h$'$*,tEH�Fe<Wkc(*s�VBLB&GFe���DFvE�('_Kn ] &�@�Vp('EpVp8&+Vo<�!B<�FH$'�c,�V#"WVG&GFh<-s�Von/`Rs�Vo<�@gVG&+k-V/<l.a,�`R<Wk-VG&+<���Fe< "�FvE ] <aE+Vp&p,�)+"%(*Vok%$'(*)+"WV�LB&GFe���DFvE�('_�> &GFhsR��Vo<aE+V n ] &! ] ,m@5Fe"%$7.1k%(*V�Vpy�Fv_�E�F ] >�k%(*Vo,�VNuaVG&+,tE+V/"-V/<-,t&+VG$*VpuRFe<aE+V/< � `R<WnoV/6cE+V�,�6YV/nG( Fv$'(*,t(*VG&�EN,t(*<-k1214 ] &+)+" �[Vp&�@gVo<%8k ] <-s k-Vp&3JS&GFes���V/<aE+Ve.-k%(*VKua`R<�k-V/< ,tEGFHE�(*,tE�(*,�)+"WVo<�C `�kWVG$'$*V/<�uS`h&p"WVG&+s�Vo,+FhseE5@�Vp&+k-V/<l.c@5('&+k�uaVG&+"%(*<-k-VpEX.

x�Q

Page 27: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

k�Fh,�n ] u�(*Vp$*V ] <a@5(*)+"aE�(*s�V}��VG('$*V k-Vp& LB&GFe����FHE�('_ IYVp( k-Vp&�!#<�FH$'�c,�V �}('E3k ] &+)+"W, ] )+"aEK@gVG&+kWVo<i� �] ,�,�V/<l2� (*<WVN@�Vp('E+VG&+V :r<c>�`h&+��FHE�(*`R<W, , ] Vp$'$*Ve.-k%(*V�IYVG(�kc(*V/,�Vo� !#<W,pFvE+nNn ] &K,m�c<aEGFv_�E�(*,�)+" � ,�V/��Fe<aE�(*,�)+"-V/< !#<�FH$'�c,�Vs�VG@5(*<-<�I%&�(*<-s�Vo<Wk�Vp(*<-s�Vo,�VpE+nGE^@�Vp&+k-Vo< _RFe<W<l.�(*,tE�kc(*V#Z&p`�,�`�kc(*Vh2W4�F�� ('E�E�$*Vp&�@�Vp('$*V#kc(*Vg�[Vp&/Fv&+IYVG('E ] <-sNuS`�<� `h&�E+"a�c6Y`hEp"WVo,�V/<-sh&GFe6-"WVo< ?�� � LNM5jaEGFe<Wk�Fv&+k�(*,tE ] <-k�kc(*V/,�V�F ] )�" ua`R� Z�FH&+,�VG&#s�Vo"�Fe<Wk-"�FhIcE5@�Vp&+k-V/<_l�`R<W<-V/<l.�_RFh<-< kc(*V�se&+` � VK!B<-nXFe"c$ ] <aE+VG&+,�)+"%(*Vok%$'(*)+"-Vp&3jREGFH&�E+6 ] <c_�E+Vg>+�] &�k%(*VK$'(*<Ws ] (*,tE�(z,�)�"-V�!B<�FH$��W,�Vh.-kc(*V,t(*)+"�(*<�VG(*<WVo� ,�`h$*)+"-V/<�� � L Vp&+se(*I%EX.�� ('EK6c&+`�,�`%k%(*,�)+"-V/< C�Fv&�_�(*Vp& ] <WsRV/< uaVG&+,�V/"-V/< @gVG&+kWVo<1.1kc(zV F ] ,t8,t(*)+"aE+,t&+VG(*)+"WV}jaEGFv&�Ep6 ] <%_�E�?7ne2 U 2�k%(*V �5&�E+,�<�Fh��V/<�(*<�k-V/< �5&�E+,+Fh<-saFeIYVo<D`%kWVG&   Fh"c$*V/< (z<   Vp('EGFe<WsSFhI1V/<1MIYVGua`e&+n ] shEX2!B<-,X�FHE+n/V n ] &K,tEGFHE�(*,tE�(*,�)+"WVo<iC�`%kWVG$�$'(*VG& ] <-s�uS`�< ,�V/��Fe<aE�(*,�)+"-V/� ��(*,�,�V/< @gVG&+kWVo<�VG&+,tEK,�Vp('EK_ ] &pn/V/�

] <aE+Vp&+, ] )+"aEX2v��&GFek%('E�(*`R<WVG$'$a@5('&+k�F ] >ck%(*Vo,�V/� L�VoI%(*VGE�� ('E VpyW6%$'(*nG('E+Vp&� (*,�,�Vo<W,m&+V/6c&H�Fh,�Vo<aEGFHE�(*`�<NsRVXFH&+IYVp('EpVpEX245(*V/, sh('$'EF ] )+" >+�] &[kc(*V5F ] >YVG(*<WVo� ,�Vo��Fh<SE�(*,�)+"WVo< � VGE+ngI�Fh,t(*VG&+V/<-k-V^�[VG&+,t(*`�<�kWVo, � ��!Kw �Wja�c,tE+Vo��,/.H@�Vp$'8)+"WV@gVG('E+Vp&+Vo<aE�@B(z)�_SVp$'E ] <Wk Fe< Vp(*<-Vg6�FH&GFH$'$zVG$c('E+Vp&GFHE�('u �S`R6cE�(*� (*Vp&+Vo<Wk-V � `R<aE�&+`e$'$zVBFh<-s�Vo6�Fh,�,tE@5('&+kl2 ��Fe<Wse8> &�(z,mE�(*s�Vo,   (*VG$ (*,tENk�FhIYVG(7. Vp(*<-V/<i(*<aE+V/se&�(*Vp&�E+V/<l. � ] $'E�(*��`�k�FH$zVo<�!#<-,+FvEpn n ] & U ('$*k � ] <Wk�j�6%&/Fh)+"�Fh<�Fv$'�c,�V� ('E !#<a� ���g(*��V �%J^�Fe"%(*se_aVG('E+V/< ] <-k � )+"aE+noVp('E�uSVp&+"�Fv$'E+Vo<�IYVG&+Vp('E+n ] ,tEpVp$'$*V/<l2a!5$*,BLB& ] <Wkc$ FhsRV/<�>+�] &kc(*V � <aE�8@5(*)�_�$ ] <-sNk-V/,45( Fv$*`Rs�,t�c,mE+V/��, kc(*V/<-V/<�kWVG&Fh� �lV/"c&+,tE ] "c$WVo<aE;@5(*)m_SVp$'E+V#6�Fv&/Fv$'$*Vp$-('E+Vp&/FvE�('u ��`�6cE�(*� (*VG&+V/<-kWV� `R<aE�&+`e$'$ Fv$*sR`h&�('E+"-� ] , >+�] &�kc(*V @5(*,�,�V/<-,�I�Fh,t(*VG&�E+VgC ] ,mE+Vp&GFe<�FH$'�c,�V ] <-k�kc(zVF ] >-,�Vo��Fe<aE�(*,�)+"WVo< � VpE+noV/<}I�FH8,t(*Vp&pV/<-kWV5�[VG&+,t(*`�< k-V/,Fe� �lV/"c&+,tE ] "%$-> �] &kWVo<�! ] >AsSFhIYVo<�IYVp&+VG(*)+"�kWVG&�:r<aE+VG&+)p('E;� �S! ] ,t_ ] <%> E V/<aE;@5(*)�_aVG$'E+V45( Fv$*`Rs�,t�c,tE+Vo� � ��!Kw32 ! ] ,�sRV/"-V/<-k�uS`�<ik-Vp&  �] @gVG(*, ] <-s�ua`R<�� `h&�Ep"a�c6Y`hE+"-Vo,�V/<�Fe<i6c&�(*� ('E�('uaV�!E�E�&�('8I ] E�_c<-`eE+V/< ] <Wk�uS`�< C `�k�FH$'('E �FvE+Vo< Fh< � `R<WnoV/6cE�_c<-`hE+Vo<�kWVo,5!^E�E�&�(*I ] E ] � sh&GFe6W"-V/<}@gVG&+kWVo< :r<-,tEGFe<WnoV/<>+�] &�kc(*V   (*Vp$'_S`�<-n/Vo6%EpV�kWVG&�!#<�FH$'�c,�Vh. @�Vp$*)+"-V�Vp(*<-n/VG$*<WV 45( FH$z`RsR,�)+"%&�('E�E+V���`�k-Vp$'$'(*Vp&+Vo<1.IYVG&+V/)+"-<WVGEX245(*V/,@5('&+k�� ('E�EpVp$*,l('E+Vp&GFHE�('uaVG& �#6%E�(*�}(zVG& ] <Ws5k ] &+)+"WsRVp>+�] "c&�EX.o@g`RIYVp(%<�Fe)+" �tV/k-Vo� :7E+VG&GFvE�(*`R<W,�,�)�"c&�('E�EVp(*<-V^6�FH&�E�('8Vp$'$*V �[�`�, ] <Ws�kWVG&!B<�FH$��W,�Vh.ckl2 "12SVp(*<-V#IYVp@�Vp&�E+VpE+V#:=<-,tEGFh<-n5n ] Vp(*<-V/�   (*Vp$'_S`�<-n/Vo6%Ev.�ua`e&�$'(*V/seE3?7!#<a� ���g(*��VJ^�Fe"%(*se_aVG('EoM�245(*V � )+"aE+n/VG(�E�>t�Fe"%(*se_aVG(�E k-Vo,�ja�c,tE+V/��,�@5('&+kik ] &+)+" k%(*V}6Y`hE+Vo<aE�(*Vp$'$[uS`h&+"�Fe<Wk-V/<-V/<iZ�Fv&GFH$'$*Vp8$'('EH�FvEp,����`�se$'(*)+"%_SVp('E+Vo< ] <aE+Vp&+,mE��] E+nGEX24�Fe,�$'(*<Ws ] (z,mE�(*,�)+"WV � (*,�,�V/< kWVo,�45( Fv$*`Rs�,t�W,tE+V/��, @5('&+k�� ('E�EpVp$*, Vp(*<-V/,�,�Vo��Fe<aE�(*,�)+"WVo< � VpE+nG@gVG&�_�>A`e&+��FH8

$'(*,�� ] ,[&+Vo6%&H�Fe,�V/<aE�(*Vp&�EX2S45(*V ] &+,�6c&R�] <Wse$'(*)+" uS`�<}kWVo��,�VG$zI1V/<�J%`e&+��FH$'(*,�� ] ,[IYVG&+Vp('E+sRV/,tE+VG$'$'E+V���� � � `R<aE�&+`e$'$*V@5('&+k�(*<�k-V/� <-V ] V/< jR�c,mE+V/� k ] &p)�" kWVo<�`�I1V/<�sRV/<�Fh<-<aE+Vo<�6�FH&GFH$'$zVG$*V/< � `�<aE�&+`e$'$ Fv$*sR`h&�('E+"-� ] ,#VG&+,�VpEpnpEX24KFhn ] ,t(*<-k � &�@�Vp('E+VG& ] <WsRV/<�I-np@N2 �!#<-kWVG& ] <WsRV/<�,�`X@�`�"c$ k-V/,56c&+`�noV/k ] &GFv$*V/<�Fv$*,#F ] )+" kWVo,gk-Vp_�$ FH&GFvE�('uSV/<��(z,�,�V/<-,[kWVG&���(*,�,�V/<-,�I�Fh,t(*,[<-`eE�@�V/<-k%(*sc2H! ] ,�s�Vo"WVo<Wk�uS`�< kWVo� (z� uS`h&+"-Vp&�(*sRV/< bSFh"c&[Vp&p,tE+Vp$'$'E+Vo<�j�)+"WVo��F> �] & kc(*Vgs�Vo,+Fe��E+V�45( Fv$*`Rsh> �] "c& ] <-sK� ('E[6�Fv&/Fv$'$*Vp$*VG& � `�<aE�&+`h$'$*V^@ ] &+k-V�(*� U VG&�(*)+"aE+Vp&+,tEGFHE�E ] <WsR, ��Fh"c&�VG(z<Dja��8,tE+Vo��6c&+`hE+`eE��c6�>AVG&�E�(*s�sRV/,tE+VG$'$'EX.H@gVG$*)+"WVG&[>A`e$*s�Vo<Wk-Vg45( Fv$*`Rs�,�)�"c&�('E�E+VuaVG&GFv&+IYVG('E+V/<N_RFe<W< � U V/< ] E+n/VG& � � &+,tEGFe<%8> &/FhsRVh.^jR�c,tE+Vo��� � Fh)+"c> &GFes�Ve. U Vo< ] E+noVp& � � &+sW�Fe<Wn ] <-sc.�jR�c,tE+Vo���cZ�&H�FhnG(*,t(*Vp& ] <WsR,t> &/FhsRVh.�ja�c,tE+V/���S!#<aE�@�`h&�Ev.ja�c,tE+V/���S!#I-,�)+"%(*Vok ] <-k ja�c,tE+Vo���a� (*VokWVG&+"W`e$ ] <-sR,t> &GFes�Ve2 4#Vp& 45( Fv$*`Rs�,�)+"c&�('E�E ja�c,tE+V/���%Z�&H�Fenp(*,t(*VG& ] <-s�,m8> &/FhsRV3(*,tE#<-`�)+"�@�Vp('E+VG&Kn ] 6YVp&�>�Vp_�E�(z`R<c(*Vp&+Vo<120�� @5(*,�,�V/<-,�I�Fh,t(*VG&�E+V�45( Fv$*`Rs�,t�c,mE+V/��VDFh< <-V ] V�4#`����Fe<-V/<�Fh<-n ] 6�Fe,�,�Vo< (*,tE VG(*< Vp&p"WVoI%$'(*)+"-Vp& ! ] > 8

@BFh<-k�<-`hE;@gVo<Wkc(*s%.1k�F�Fh<a@�V/<-k ] <-s�,�,�61V/np(���,�)+"-V/,5��(z,�,�V/<�(*<�k-Vp&�w5V/sRVp$���Fe< ] VG$'$�(*<�kc(*VN� (*,�,�V/<-,�I�Fe,t(*,Vp(*<-s�VGE�&GFes�Vo<�@gVG&+kWVo<�� ] � 2 j�`h$*)+"-V�Fe<a@gVo<-k ] <WsR,�,�6YVonp(���,�)+"WVo< �Hw5V/,mE�&�('_�E�(*`�<-V/<� ,t(*<-k ] <%IYV/kc(*<WseE3<-`eE�8@�V/<-k%(*s ] � k-V/<Dj ] )+"c&GF ] ��Vp(*<-n ] ,�)+"%&H�Fe<c_aV/< ] <Wk Vp(*<-Vg$'(*<-s ] (*,tE�(*,�)+"WV#!#<�Fv$'�c,�Vg(*< &+VXFH$'(*,tE�(*,�)+"-Vp&   Vp('En ]Vp&p���`�se$'(*)+"WVo<12:=� U Vp&�(*)�"aEp,�Vp&+,tEGFHE�E ] <WsR, ��Fe"c&#@ ] &+k-V/< �[Vp&�>rFh"c&+Vo< n ] � �lVp&+<-V/<iVoIYV/<i,�`e$*)+"WVG& w5V/,mE�&�('_�8E�(*`R<WVo<�(*<�,�Vo��Fe<aE�(*,�)+"WVo< � VGE+n/Vo< ] <aE+Vp&+, ] )+"aE ] <Wk�(*��6c$*V/��V/<aE�(*VG&�EX2�:r< !#IWIc('$*k ] <-s � \�(*,tEKk�Fe, �lVp&+<-V/<ua`R<}w5V/,tE�&�('_�E�(z`R<-V/<�� ('E � ��!Kw �%Z�Fv&GFH$'$*Vp$-,�)+"WVo��FHE�(*,�)+" k�FH&+s�Vo,tE+Vp$'$'EX2e!5$*, C VpE+"-`�kWVo<N@ ] &+kWVo<�n ] kc(*V/,�Vo�  @gVo)�_aVBC�Fvy%(*� ] ������('_SVp$'(*"-`�`�kl.RL�Vo<WVG&GFv$'(*,t(*Vp&�E+V � (*k-kWVo<}C�Fv&�_a`Xu C�`�k-Vp$'$*V ] <Wk�Vp(*<�� FH&�( Fh<-npuSVp&�>rFh"c&+V/<Vp(*<-s�Vo,�VpEpnpEX2SJ �] & �mV/k-V/,�� `e&�E(z<�k-Vp& �lVp&+<-,tE�(*)+"W6c&+`RIYV[@5('&+kN> �] & �mV/k-V/<�6c&�(*� ('E�('uSV/< � <W`eE+V/<�k-V/,!^E�E�&�(*I ] E�8

xa\

Page 28: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

] � sh&GFe6W"-Vo<�Vp(*<WV U VG@gVG&�E ] <-s#s�VG$*Vp&+<aEv2a45(*V/,�V5sh(*IcE Fh<�(*<�@�Vp$*)+"WVo� C F � VgVp(*<}IYVo,tE�(*����E+V/,l� `h&�EX.h@�Vo<W<n ] &}:=<W,tEGFe<aE�('(*Vp& ] <-s�>+�] &�Vp(*< IYVo,tE�(*����E+V/, � `R<WnoV/6cENuSVp&�@�V/<-kWVGEX.n ] � � &�>�`h$*s kWVG&�s�Vo,+Fh��E+Vo<i!#<�FH$'�c,�VIYVG(�E�&H�FhseEX2RL�VG$*Vp&+<aE ] <WkNsRVpEpV/,tE+VGE�@ ] &+k-V[� ('E � ('$�>�VgVG(*<WVG&�uS`h&+"�Fh<-k-V/<-V/<�s�VG$ FeIYVG$'E+V/<�jRE�(z)+"-6c&+`�IYV�,�6Y`�<aE/Fh<s�Vo,�6c&+`�)+"WVo<WVG& �! ] ,�,�Vp& ] <WsRV/<l.-@gVG$*)�"-V�Fe� �lVo"%&+,tE ] "c$ ,�Vp$*I-,tEX.-k ] &+)+" k�Fe,5Fe� �` �lV/<aE�$'(*)+"-V/< ��VG$*Vp>A`R<-<WVGE+nFh<-sRV/,�)+"c$*`�,�,�Vo<WV�F ] E+`R��FHE�(*,�)+"WV :=<aE+Vp&+)G('E���! ] ,t_ ] <c> E+,t�W,tE+V/��.hF ] >�s�Vo<W`R����Vo<B@ ] &+k-V/<�? ��� �7. � Fh6l2R\RM�2e45(*Vs�VG$*Vp&+<aEpV/< U VG@gVG&�E ] <WsRV/<l. ] <Wk k�Fek ] &+)+" F ] )+"ikWVG&3!#<-,+FvEpn�,�Vp$*I-,tEX.Y@ ] &+k-V/<�k ] &+)+" � yW6YVp&�(*��V/<aE+VN�}('Ek-V/� _a`R��6c$*VpE�E+Vo< jR�c,mE+V/� ?7kl2 "12'.l�}('E3�DFh< ] Vp$'$[VG(*<WsRVpE�&/FhsRV/<-V/<�w5V/,tE�&�('_�E�(*`�<-V/<1M�I1V/,tEH�FHE�(*shEX2 � ,K@ ] &+kWVnh2 U 2�VG(*<WV�J%Vo"%$*VG&�&+V/k ] _�E�(*`�<�uS`�< xRO�� >+�] &5k�Fh, � ��<-k-V/<��uS`�< !#<c_ ] <%> E+,�`h&�EpV/<�Vp&�&+Vp(*)+"aE�? � &+" �`�" ] <-s�kWVG&� &�>A`e$*s�,t&/FvE+V�uS`�< Thdc2PQ�� F ] >KT � 2PQ��}M�2 � yW6YVG&�(*��Vo<aE+V �}('E kWVo� ja�c,tE+V/� `�"-<-V���Fh< ] VG$'$^VG(*<WsRVpE�&GFes�Vo<-Vw5V/,tE�&�('_�E�(*`�<-V/<�"�FeIYV/<DFv$'$*Vp&+kc(*<-s�,gsRV/noVp(*seEX.ck�Fh,�,[(*<�kc(*V/,�Vo� U Vp&+VG(*)�"D<W`�)+"�VG&+"��`R"aE+Vp&�Jc`h&p,�)+" ] <-s�,�I1V/k�Fv&�>IYVo,tE+V/"aEX2� &+,mE+V � &+sRV/I-<%(*,�,�V�IYVonS�] sh$'(*)+" J�&GFes�V �S!#<aE;@g`e&�E 45( Fv$*`Rs�Vo< noVp(*seE+V/<�Vp(*<-V/< U V/,�)�"c$*V ] <c(*s ] <WsR,t>7FH_�E+`e&

ua`R< )XF�2 � O s�Vos�V/<��] IYVp&#k-V/� ��� �SI�Fh,m(zVG&�E+Vo<�ja�c,tE+Vo��2-45(*V   Vp('E5>+�] &#Vp(*<-VN:7E+Vp&GFHE�(*`�< IYVGE�&H�FeshE5��`���V/<aEGFe<)XF�2[O�.Px�j�Vp_ ] <-kWVo<1. @BFh,�IYVG( >+�] <%>B:�EpVp&GFHE�(*`�<-V/<�Vp(*<-V/< � )+"aE+noVp('E�>rFv_�Ep`h& n ] & !#<�Fv$'�c,�V�Vp(*<WVG& U V/< ] E+noVp& �� &+,tEH�F ] � Vp& ] <-s�uS`�< )vFS21OS.�\�Vp&+se(*I%Ev2�4KFeIYVp(l@ ] &+k-V�VG(*<WV�6�FH&GFv$'$*VG$*V j ] )+"-V3� ('EBI%(*,5n ] >+�] <c>�Z�&+`�noV/,�,�`e&+V/<F ] >�Vp(*<-V/� VG(*<WnG(*s�Vo<�Z�&+`�noV/,�,�`e&#,t(*� ] $�(*VG&�EX2���] <%> E�(*s�V#!5&+IYVG('E+V/<�IYVo,�)+" �FH> E�(zsRV/<�,t(*)+"�@gVG(�EpVp&+"c(*<�� ('Ek-V/� �lVp&+<-Vo<�ua`R<�w5V/,tE�&�('_�E�(*`�<-V/<}(z<�,�V/�DFh<c8

E�(*,�)+"-V/< � VGE+n/Vo<12�! ] � Vp&+k-V/� ,�`h$'$�Vp(*< jR�c,tE+Vo��6c&+`hEp`hE;�c6�� ('E Z���C ?=Z�FH&GFH$'$zVG$ �#(�&�E ] FH$5C Fh)+"c(*<WVhMNn ] &6�Fv&GFH$'$*Vp$*V/< j ] )+"WV�F ] >���V/"c&+Vp&pV/< Z�&+`�noV/,�,�`e&+V/< IYVG&+Vp('E+sRV/,tE+VG$'$'E5@gVG&+kWVo<l2

� � �������������� ����� :cE c5�� �

:=< ��� � ! #�$ !(' ) Z["�Fe,�V x�,�`h$'$*Vo< ,�6Y`R<aEGFe<W,�6c&GFh)+"c$'(*)+"WV �! ] � VG& ] <WsRV/< (*< kWVo< 4#`�� �Fh<-V/<���VG&+� (*<�FhIc8,�6c&GFh)+"-Vh.-w5VG(*,�V/6c$ Fh< ] <-s ] <-k Z^f 8;J%VG&+<a@5FH&�E ] <Ws�(z< k-V/< j�6c&GFh)+"-V/< 4#V ] E+,�)+"l. � <Wse$'(*,�)+" ] <-k�baFe6�Fe<%(*,�)+"�] IYVp&+,�VGE+npE�@gVG&+kWVo<12�:r� L�Vos�Vo<W,+FHE+nKn ] ��� �"!�#�$ !(' ) Z["�Fe,�V � ,�`e$'$*V/< ,�6c&GFh)+"c$'(z)+"-V � (*<-saFeIYV/<�< ] <�> &+Vp(Vp&�>A`h$*sRV/<l.�k12 "l2-`�"-<-V3k�Fh,�,5k-Vp& U Vo< ] E+noVp&#VG(*<WVo< � <W`R6c>�kc& �] )�_SV/< � ] � .�@gVo<W< VG&#,�6c&+V/)+"-V/< @5('$'$724�(*Vo,�"�FHE�n ] &�Jc`h$*sRVh.k�Fh,�,}k�Fh,��[VG&+IW��`�Ic('$'8mjR�c,tEpV/� ,�Vp$*I-,tE�Vp&�_SV/<-<WVo< � ] � .�@�Vp&}sRVp&GFekWV ,�6c&�(*)+"aE

] <Wk @g`�!#<c>7Fe<-s ] <-k � <-k-VNVp(*<-Vp& �! ] � Vp& ] <-s�,t(*<-k121! ] � Vp&+k-V/� � ] � k�Fh,�ja�c,tE+Vo� kc(*V � (*<-saFeIYV�F ] )+",�Vos���Vo<aE�(*Vp&+Vo<1.%>7FH$'$z,BVp(*<-V�,�Vo"%&�$ Fh<-s�V �! ] � Vp& ] <-s�Vo<�n ] IYVvFv&+IYVG('E+V/<�(*,tEv2-4�(*Vo,g(*,tE5VG(*<WVG&+,�Vp('E+,�<W`eE�@�V/<-kc(*s%.] � kc(*V!#<aE�@�`h&�E+noVp('E�kWVo,[ja�c,tE+Vo��, <%(*Vok%&�(*s#n ] "�FH$'E+V/<l2H!#<-kWVG&+Vp&+,�VG('E+,�kc(*V/<aE�k%(*Vo,�F ] )+"�k-Vp&�w�Vok ] nG(zVG& ] <Wsk-Vp& � `R6%$*Vpy%('EH�FvE � � (*<WVN_ ] &+n/V �! ] � VG& ] <Ws (*,mE3ne2 U 2Y@�Vp('EGF ] ,#VG(*<%>rFh)+"-Vp&�,t�c<aEGFv_�E�(z,�)�" n ] 6�FH&+,�V/< Fv$*,�Vp(*<-V,�Vo"%&5$ Fe<WsRVh20�� j�V/sR��Vo<aE�(*Vp& ] <-s�,t>�V/"c$*Vp&n ] uSVp&+��Vp(*k-V/<l.a,�`h$'$YI1Vp(Yk-Vp&Bj�V/sR��V/<SE�(*Vp& ] <WsR,�V/<aEp,�)+"WVG(*k ] <Ws����`Rsh$'(*)+"-,tE

u�(*Vp$�� (*,�,�Vo< Vp(*<-s�Vo,�VpE+nGE @gVG&+kWVo<12 � (*Vp&}(*,tE}Vp(*<-V  �] ,+Fe����Vo<�FH&+IYVG(�E�ua`R< � `h&�E+Vp&�_SV/<-< ] <-s ] <-k Z�&+`R,t8`�kc(*V�s�Vo6%$ Fe<aEX2BZ�F ] ,�Vo<Wk-VpE+VG_�E�(*`�<l. � `h&�EpVp&�_SV/<-< ] <-s ] <-k 6c&+`R,�`�k%(*,�)+"-V U Vp@�Vp&�E ] <Ws�,�`e$'$zVo< n ] Vp(*<-V/�,�Vos���Vo<aE�(*Vp&�EpV/<�jaE�&+`R� uS`�< � `h&�Ep"a�c6Y`hE+"-Vo,�V/<-sh&GFe6W"-V/<�>+�] "c&+V/<l.Rkc(zV�ua`R< <�Fh)+"c>A`e$*s�Vo<Wk-V/<DC�`�k ] $*Vo< @�Vp('8E+VG&�uaVG&GFv&+IYVG('E+VpE5@�Vp&pkWVo<�_ �`�<-<WVo<124�(*V jRE�& ] _�E ] & k-V/,}Z�&+`�,�`�kc(*Vp8;C `�k ] $*,/.[k�Fe, kc(*V/,�V j�V/sR��V/<aE�(zVG& ] <Ws�(*<  �] ,+Fe����Vo<�FH&+IYVG('E � ('E}kWVG&

� `h&�E+Vp&�_SV/<-< ] <-s�k ] &+)+"c> �] "c&+V/<�,�`h$'$7.l(*,tE3(*<i!#I-I%('$*k ] <-s � ��k�FH&+s�Vo,tE+Vp$'$'EX245(*V�j�Vos���Vo<aE�(*Vp& ] <-s�� ] � VG&�8>A`e$*s�Vo<1.1IYVGua`e&#k%(*V3� `e&�E+VG&�_aVo<W< ] <-s �}('E#"��`R"WVG&+V/< ��(*,�,�V/<-, , ] Vp$'$*V/< k�Fe,5� `h&�E+VG&�_aVo<W< ] <-s�,�VG&+s�VoI-<%(*,gVG&�8<-V ] E�IYVG@gVG&�E+VpE ] <Wk k�FhI1Vp(5k-V/< � `e&�E+"a�c6Y`eE+"-V/,�Vosh&GFe6W"-V/< F ] ,�k��] <-<aEX.@gVG('$Kk%(*V � V ] IYVp@�Vp&�E ] <-s ] <Wk! ] ,�k��] <W< ] <-s VG&+,tE#VG&�>A`e$*s�Vo<D_RFe<W<l.c@�V/<-<DVG(*<�uS`h$'$*,tEH�Fe<Wkc(*s�VG&�LB&GFe6-"�>+�] &BVp(*< jSVos���Vo<aE�V+y%(*,tE�(*Vp&�EX2:r�  �] ,+Fe����Vo<W"�Fe<Ws��}(�EBkWVG&g�[`e&+,�Vos���Vo<aE�(*Vp& ] <-s @�Vp&+k-V/<�>�`h$*sRV/<-kWVo<�J�&GFhsRV/< ] <aE+Vp&+, ] )+"aE �

x��

Page 29: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� � (*Vi_RFh<-< kc(*V U Vp&+Vo)+"W< ] <Ws 6c&+`R,�`�kc(z,�)�"-Vp& C Vp&�_c��FH$*ViV ��np(*Vo<aE+Vp& s�Vo,tEGFv$'E+VGE�@�Vp&+k-V/<l.5k�F kc(*VjSVos���Vo<aE�(*Vp& ] <-s�F ] >[<-`�)+" ] <�F ] ,�s�Vok��] <-<aE+V/< k ] &+)+"-s�VG>+�] "%&�E5@gVG&+kWVo<�� ] � ?A@BFh,#VG(*<WVo<�,�V/"c&#u�(*Vp$"��`R"WVG&+V/< w5V/)+"-V/<�F ] > @BFh<-k IYVokWV ] E+VGEoM��

� � Fe<W< F ] > ja('$*IYV/<c8 ] <Wk ja('$*IYV/<c_aVG&+<-��Vp&�_c�DFv$*V5uSVp&+nG(*)�"aEpVpE#@gVG&+k-V/<��

� 4�(*V � $ Fe,�,t(��-_RFvE�(*`R< k-Vp&}FH_ ] ,tE�(*,�)+"-V/< C�VG&�_c��FH$*V�Vp&�>A`h$*seE � ('E � V ] &+`R<�FH$*V/< � VpE+noV/<l2 � (*Vp& @5('&+k] <aE+VG&+, ] )+"aEX.c@gVG$*)�"-VN� &GFv(*<c(*<WsR,+FH$*s�`e&�('E+"W��V/< ] <Wk � VGE+npE+`R6Y`h$*`Rsh(*Vo<�Fe� sRV/VG(*s�<-VpE+,tE+Vo<�,m(z<-kl2

� � Fe<W< Vp(*<-Vij�V/sR��Vo<aE�(*Vp& ] <-s FH$'$*Vp(*<�k ] &+)+" kc(*V�Z�&+`�,�`�k%(*VG8 � `R��6Y`R<WVo<aE+V�k ] &+)+"-s�VG>+�] "%&�E}@�Vp&+k-V/<`�kWVG&5(*,tE#Vp(*<-V3�[`e&+,�Vos���Vo<aE�(*Vp& ] <-s F ] > U Fe,t(*,5VG(z<-Vp&�Z�F ] ,�Vp8;4#VpEpVp_�E�(*`R<�<-`hE;@gVo<-k%(*s��

� (*<3@�Vp('EpVp&+Vp&^j�)�"S@gVG&+6 ] <%_%ElkWVG&�!5&+I1Vp('E (*,tE�k-Vp& � (*<-,+FvE+n�uS`�< Z&+`R,�`�kc(*V[<%(*)+"aE< ] &l>+�] & k�Fe,�4#V ] E+,�)+"-Vh.,�`R<Wk-Vp&+< F ] )+"N>+�] & � <-sh$'(*,�)+" ] <Wk�baFe6�Fe<%(*,�)+"l2 � (*Vp&�(*,tE�uS`�<�I1V/,�`R<Wk-Vp&+Vo� :=<aE+Vp&+Vo,�,�Vh.hVp(*<-V�!5&+)+"c('E+Vp_�E ] &n ]V/<aE;@5(*)�_aVG$*<1.%k%(*V�V/, Vp&�$ F ] I%EX.eVG(*<�� ] $'E�('$'(*<-s ] Fv$*Vo, C�`�k ] $�?7,mEGFvE�E�k%&+VG(*Vp& ��`R<-`h$'(*<-s ] Fv$*VG& C�`�k ] $zVhM�>+�] & kc(*VZ�&+`�,�`�k%(*VG8 � &�_SV/<-< ] <Ws�VG(*<Wn ] ,�VpE+n/Vo<l24BVG&3�[`e&�E+VG(�$ VG(*<WVo,N,�`e$*)+"WVo< C�`�k ] $*,�IYV/,tE+Vo"aEK(z<iVG(*<WVG&3$*VG(*)�"aEpVp&+Vo<��Fv&�E+I�FH&�_aVG('E ] <Wk�uS`h&#FH$'$*V/� (*< Vp(*<-Vp&K" �`�"-VG&+V � ��nG(*V/<-nh2:r<�k-Vp&nG@gVG('E+V/< Z["�Fh,�V5k-V/, ��� �"!�#�$ !(' )}Z�&+`��tVG_�E+V/,[@�Vp&+k-V/<�4�( FH$*`�sSFv_�E+VKn ] � VG(*<WVo< Fv$*, � &GFh<-,t>AVG&�8

� (*<W"-Vp('E+Vo<�k-Vp&�s�Vo,�6%&+`�)+"-V/<-V/< j�6%&GFe)+"WVKn ] & 1Fh)+"-V/< �05IYVp&p,�VpE+n ] <-s ] <-kDn ] � Fe<Wk-Vp&+Vo< Fv$*,5VG$*V/��Vo<aEGFv&pV� (*<W"-Vp('E+Vo< n ] &^Z$ Fe<c8 � &�_SV/<-< ] <Ws#VG(*<WVo,^45( FH$z`Rs�Vo, Vp(*<-s�Vo,�VpE+nGEX2S05� Vp(*<-V#j�V/sR��Vo<aE�(*Vp& ] <Ws#VG(*<WVo,4�( FH$*`�sRV/,(*< 45( Fv$*`RsaFH_�E�_�$ Fe,�,�V/< ua`e&+<-V/"-��V/<in ] _ �`R<W<-V/<l.l(*,tE Vo,�Vp&�>�`h&+k-Vp&�$'(*)+"�,t(*<W<auS`h$'$*V�45( FH$*`�sSFv_�E+se&+V/<-n/Vo< uS`�<<-`h&+�DFv$*V/< � `h&�E�8=sh&+Vo<WnoV/<}n ] E�&+V/<-<WVo<12R� Vp('E+VG&+"c(z<��i�] ,�,�V/< kc(*V#!BI-,�)+"-<%('E�E+V�np@5(*,�)+"-V/<�nG@gVG(l45( Fv$*`RsaFH_�E�8sh&pV/<-n/V/< VG(z<-VG&�k-Vp&�ua`e&+s�Vos�VoIYV/<-V/< 45( Fv$*`RsaFH_�E�_�$ Fh,�,�V/<�n ] s�V/`e&+k-<WVGE5@gVG&+k-V/<l2

:=�   VG('E�&GF ] � kWVo,�uSVp&+sSFh<-sRV/<-V/< baFe"%&+Vo,�@ ] &+k-V#kWVo,�"�Fv$*I Fe<DVG(*<WVo� �[Vp&�>rFh"c&+Vo<DsRVXFH&+IYVG('E+VpEX.ck�Fh,�,5F ] E+`e8��FHE�(*,�)+" F ] ,5Vp(*<-Vp&KC V/<-s�VKua`R< ua`e&+s�Vos�VoIYV/<-V/< � &GFv(*<c(*<WsR,t8;Z["%&GFe,�Vo<Dkc(*V �mV/<c(*s�Vo< �HsY�] <-,tE�(*sRV/<��Z�"c&GFe,�V/<F ] ,t@��Fe"%$'Ev.�@�Vp$*)+"-V�kc(*V � &�_aVo<W< ] <WsR,t&GFHE+V�VG&+" �`�"-V/< ] <Wk�,�`��}('E����`Rsh$'(*)+"-V���&GFe<-,t_�&�(*6%E�(z`R<-,t>AVo"%$*VG& ] <Wkj�6%&+Vo)+"WVG&�8=!#Ia@gVG(*)+" ] <-s�Vo< F ] E+`R��FvE�(*,�)+" F ] ,KkWVG&���&GFH(*<%(*<-s�,t8;C V/<-s�V Vo<aE�>AVG&+<WVo< ��� �72 � ,�Vo<W,tEpV/"aE�,�`��}('EVp(*<}_a`R<W,t(*,tEpV/<aE+VG& � $ Fe,�,t(��W_RFHE+`e& kWVG& n ] � U Vp(*,�6c(*Vp$->+�] & k%(*V � $ Fh,�,t(��W_RFHE�(*`�< ua`R<�45( FH$z`RsaFH_�E+Vo< uaVG&�@�V/<-kWVGE@�Vp&+k-V/< _RFh<-<12jR(*<-kiVp(*<-Vp& �! ] � Vp& ] <Wse8 � �c6Y`hEp"WVo,�V�(*"c&+V}45( FH$*`�sSFv_%E�_�$ Fh,�,�Vo<in ] s�Vo`h&+k-<-VpEX.lk�Fe<W<�_l�`R<-<WVo<�k%(*Vo,�V �}('E

k-Vp& � ('$'>AVNuS`�< uS`h&+k-V ��<%(*VG&�E+V/< C V/)+"�Fh<c(*,���Vo< �] IYVp&+,�VpE+nGEg@gVG&+k-V/<l2c� Vp('E+Vp&p"%(*< (*,tEKVp(*<-V��[VG&�>A`e$*s ] <-s�kWVo,45( Fv$*`Rs�V/, F ] > Vp(*<-V}FhI-,tE�&GFH_�E+V/< � I1V/<-Vh.Yk-Vo<i4�( FH$*`�sSFv_�E�_%$ Fe,�,�Vo<i���`�se$'(*)+"1. ] <-k�kc(*V Z�$ Fe< ] <Ws�k-V/,�45( Fv8$*`�sRV/,5_RFe<W< IYVo,�)+"%&�(*VoIYV/< @gVG&+k-V/<l2� (*<�@�Vp('E+Vp&pVp&�j�)+"a@gVG&+6 ] <c_�E�(*<-<-Vp&+"�Fv$*I kWVo,���� �"!�#%$&!('*)�Z�&+`��mVp_�E+Vo,�IYVo,tEGFe<WkN(*<}kWVG&��[VG&GFv&pIYVp('E ] <Ws

] <Wk � &�_aV/<-< ] <Ws ua`R< � ��`eE�(*`R<12�4KFv>+�] &#@ ] &+k-VNFe� �lV/"c&+,tE ] "c$ Vp(*< � ��`hE�(*`R<W,t_%$ Fe,�,t(��-_RFvE+`e&5Vo<aE�@5(*)�_SVp$'E] <Wk�(*< k�Fe, Z&+`%k%(*Vo��`�k ] $�(*<aE+Vosh&�(*VG&�EX2 U VG(Wk-Vp& � $ Fh,�,m( �-_RFHE�(*`�< @B('&+k k�FeIYVp(-< ] &[np@5(*,�)+"-V/< � ��`hE�(*`R< ] <Wk_aVG(*<WVG& � ��`hE�(*`R< Vo<aE+,�)+"c(*V/k-V/<l.a@�`�IYVG(�"c(*Vp& � ��`eE�(*`�<�Fv$*, �!5&+sRVp&�`�kWVG&[� ] E�F ] >�s�VG>7F � E @5('&+kl2 � ,[@�Vp&+k-V/<ua`e&KFH$'$zVo� _SVp(*<-V ] <aE+Vp&+,�)+"c(*V/kc$'(*)+"WVo< � ��`eE�(*`�<-V/<�_�$ Fe,�,t(���np(*Vp&�Ev.�VGE�@BF �!5&+sRVp&5uW,/2�JS&+V ] k-Vh2� ��`hE�(*`R<�_RFh<-<D(*<-<WVG&+"�Fv$*I s�Vo,�6c&+`�)+"WVo<WVG&�jS6c&GFe)+"WV�F ] >���V/"c&+Vp&pV�!5&�E+Vo<��DFv&�_�(*VG&�Eg,�Vp(*< �

� k ] &+)+" U V/k-V ] E ] <Ws�k-V/,g� `e&�E+V/,BIYVp(<-`h&+��FH$*Vp&�j�6%&+Vo)+"a@gVG(*,�Vh.�nh2 U 2������� ���������������������

� k ] &+)+"�4#Vo"W< ] <Ws

x�T

Page 30: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� k ] &+)+"�,mEGFv&�_SVB��Vp&H�Fe<Wk-Vp& ] <-s�Vo<D(*< k-Vp& � <-Vp&+se(zV ] <Wk � `�k-Vp&����

� `�kWVG&#k ] &+)+" � `R� I%(*<�FvE�(*`R<WVo<4#Vp&}Fe� �lVo"%&+,tE ] "c$ V/<aE;@5(*)�_aVG$'E+V � $ Fe,�,t(��-_RFvE+`e&NuSVp&�@�V/<-kWVGENk�FhI1Vp(F ] ,�,�)+"c$'(*V � $'(z)+"�6%&p`�,�`�kc(*,�)+"WV�C�VG&�_�8��FH$*VB@B(zV�nh2 U 2�� � 87�[VG&�$=�F ] >AVN`�k-VG&5kc(zV�4#V/"-< ] <-s�ua`R<�� �`e&�E+VG&+< ] <-k ja('$*IYV/<l2�w5Vp(*<-VB$*Vpy%('_�FH$'(*,�)+"WV :=<c>A`e&�8��FHE�(*`�<}@5(*V5nh2 U 2ck�Fe,[� (*,�,�Vo<1.%k�Fe,�, k�Fe, ! ] > E�&+VpEpV/<�VG(*<WVo,5j�)+"%(*��6%> @g`e&�E+V/,�@B(zV �������� ����������3F ] > Vp(*<-V�[VG&H�Fv&+sRVp& ] <-s�kWVo, U V/< ] E+noVp&+,#,�)+"c$'(*V � V/<�$=�Fh,�,mEB@B('&+k���`R��Vo<aEGFh< <-`�)+"�<c(*)+"aE#uaVp&�@gVo<Wk-VpEX2�!5$*, � $ Fh,�,t(��W8_RFvEp`h&+Vo<D@ ] &+k-V/< C ] $'E�('8�� F/�aVG&�8;Z�Vp&pn/V/6cE�&+`R<WVo<DE�&GFv(*<c(*Vp&�EX2U ('$*k x�O�noVp(*seE�VG(*<WV uaVG&+Vp(*<c>7Fe)+"aE+V !5&+IYVp('E+,m@gVG(z,�VDk-V/,���� �"!�#%$&!(' )a8;Z�&+`eE+`eE��c6YVo< �}('E�(*<aE+V/se&�(*Vp&�E+VG&

� ��`eE�(*`�<-,�Vp&�_SV/<-< ] <Wsc2

4KFh,KZ�&+`�,�`�k%(*Vo��`�k ] $1Vp&+" �Fv$'EBk�FeIYVp(FH$*, � (*<WsSFhIYV�Vp(*< jS6c&GFe)+"W,t(*sR<�FH$ ] <-k Vp(*<-V/<�� `e&�E o �c61`hE+"-V/,�Vo< T &GFv86-"WVo< ?A� � LNM�.�@gVG$z)+"-Vp& k ] &+)+"�Vp(*<-V � `�6-6YVp$ ] <-sDk-V/,K� `h&�E+Vp&�_SV/<-<WVG&+, ] <-kiVp(*<WVG&�6c&+`�,�`%k%(*,�)+"-V/<��[`e&�8uaVG&GFH&+IYVp('E ] <-s Vp&pn/V ] seE�@5('&+kl21:r� @gVG('E+Vp&+Vo<��[VG&�$ F ] > IYV/,mE�(*����E5k�Fh,KZ�&+`R,�`�k%(*Vo��`�k ] $l(*<-<WVG&+"�Fv$*I k%(*Vo,�V/,� � L 6c&+`�,�`�k%(*,�)+"-V�Z["%&/Fh,�Vo<Wse&+V/<-n/Vo<1.�!5_cn/Vo<aE+Vh.�j%FHE+n/��`�k ] , ] <-k�kc(*V � ��`hE�(z`R<l2c� ('&+k F ] > � ��`hE�(*`R<V/<aEp,�)+"%(*VokWVo<1.c,�`N@B(�&pk�kc(zV5@�Vp('E+VG&+V#�[Vp&GFH&+IYVG('E ] <-sNk-Vp& �! ] � Vp& ] <-s ] <aEpVp&+Ic&+`�)+"WVo<12%4KF3(*� ��`���Vo<aEGFe<WVo<��� �"!�#�$ !('�Z�&+`eE+`hE;�c6YVo<Dkc(*V � &�_SV/<-< ] <Ws k-Vp& � ��`eE�(*`�<�< ] &#k-V/��`�<-,tE�&�(*Vp&�E^@5('&+kl.�>A`e$*shE#_SVp(*<-V3kc('&+Vp_�EpV� Vp('E+VG&�uaVG&GFv&pIYVp('E ] <Ws kWVG& Vo��`eE�(*`�<�Fv$*Vo< �! ] � Vp& ] <-s%2�4#V/� U Vo< ] Epn/Vp& @5('&+k $*V/kc(*sh$'(*)+"�Fh<-s�Von/VG(*shEX.�k�Fe,�,Vp(*<-V V/��`eE�(*`�<�FH$zV �! ] � Vp& ] <Ws�VG&�_RFe<W<aE @ ] &+kWVe2 U Vp(BVp(*<-Vp&�V/)+"aE+V/< � VG('E+Vp&�uSVp&GFH&+IYVG('E ] <-s�k-Vp& � ��`hE�(*`R<@��FH&+V#k%(*V � (*<%>+�] "c& ] <WsNVG(*<WVo, � $=�Fv& ] <WsR,�kc( Fv$*`Rs�V/,�,�Vp('E+Vo<W,k-V/,#ja�c,tE+Vo��, kWVo<c_cI�FH&X2���('&+k�"c(*<WsRV/sRV/<�_SVp(*<-V� ��`eE�(*`�<�_�$ Fe,�,t(���np(*Vp&�Ev.�,�`�$*VG('E+VpE�k�Fe,NZ�&+`�,�`�k%(*Vo��`�k ] $�k�Fe<W<ik-V/<i6c&+`R,�`�k%(*,�)+" Fe<W<-`eE�(*Vp&�E+Vo<�� � L Fh<kc(*VNV/<aE+,�6c&+Vo)�"-Vo<Wk-V/< C�`�k ] $zVK@gVG('E+Vp& ?;ja�c<aEGFvy1.�j�V/��Fe<aE�('_Y.c� &GFh<-,t>AVG&X.14�( FH$*`�s%M ] <-k k�Fe,Kja�c,tE+V/� >t�Fe"c&�E� ('EBkWVG&5�[Vp&/Fv&+IYVG('E ] <-s}kWVG&K4�FHE+V/< >�`h&�EX2

� � ��� � ���� �� �� :sE c5�� �

:=� j�V/6cE+V/� IYVG&#TRT ,tEGFH&�E+VpEpV3k�Fh, U C U J ���lVp('E+6c&+`��tVG_�E HqplKRJ"I � Y�p�2-:r< kc(zVo,�V/� Z�&+`��mVp_�E�@gVG&+kWVo< � `�<c8n/Vo6%EpV�>+�] &�kc(zV � <aE;@5(*)�_�$ ] <Ws ul�`h$'$'(*s�<-V ] Fv&�E�(*s�VG&}J%`e&+��Vo< k-Vp&}C V/<-,�)+"%8=�V/)+"-<%('_�8;:=<aE+VG&GFv_�E�(*`R< VG&+6%&p`�IcEX245(*V/,�V � `R<WnoV/6cE+VN@gVG&+k-V/<�kc(*V�IYV/,mE+V/"-V/<-kWVo< � V/����,�)+"a@�Vp$'$*V/< ua`R< f^`R��6 ] E+VG&�$ Fv(*Vo<�IYVG(�k-Vp& �5] Epn ] <Wsk-Vp&�:r<c>A`e&+��FHE�(*`�<-,tE+Vo)+"W<-`h$*`Rsh(*V FeIWI�F ] Vo< ] <Wk�,�`5Vp(*<-V/< U Vp('E�&GFes5n ] & ��] E+noVp&�> &+V ] <Wkc$'(*)+"%_SVp('E ] <-k �5] E+n/VG&�8n/Vo<aE�&�(*Vp& ] <-s k-Vp& ��Vo)+"W<c('_�(z< kWVG& � (*,�,�Vo<W,�s�Vo,�Vp$'$*,�)+"�Fv> E $'(*Vp>�Vp&+<l2K4KFh,   (*Vp$�ua`R< j���Fv&�E � `R� (*,tE kc(*V� &�>A`e&+,�)+" ] <Ws ] <-k � <aE�@B(z)�_�$ ] <-s�Vp(*<-Vp&N,�Vp$*I-,tE+Vp&�_�$ �FH&+V/<-k-V/<l.YIYVo< ] Epn/Vp&GFek�Fh6cE�('uaVo<ij�)+"W<c('E�E+,tE+VG$'$zV�> �] &�kc(*V:=<aE+Vp&GFH_�E�(*`�<�uS`�< C�Vo<W,�)+" ] <-k ��Vo)+"W<c('_�(*� 45( Fv$*`Rs%2!�$*,}C `�k�FH$'('E �FvE+Vo< ,mE+V/"-V/< kWVo� U V/< ] E+noVp&�"c(*Vp&+IYVG(7.<WVoIYV/< k-Vp&�Ic(*,�"WVG&N(*� 45( FH$z`Rs�Fe� " �F ] ��s�,mE+V/<

uaVG&�@�V/<-kWVGE+V/< jS6c&GFe)+"WVG(*<WsSFhIYVe.�F ] )+"�VG(*<�LKV/,tE�('_ ] <Wk C (*� ('_ n ] &5�[VG&�>+�] s ] <-s%2� (*< ja_�(*n/noV�kc(*V/,�Vo,#ja�c,tE+V/��,/.a@5(*VKV/,BFh� �lV/"c&+,tE ] "c$�> �] &BC ] ,tE+Vp&+VG&�_aVo<W< ] <-s F ] >AsRV/I�F ] E @5('&+kl.�(*,tE^(*<

!#IWIc('$*k ] <-s � ��n ] ,�Vo"WVo<124�(*V�L�Vo,tE�('_�@5('&+k k ] &+)+"�VG(*<�LB&GF �W_�EGFeIc$zVGE�E5&+Vosh(*,tE�&�(*VG&�EX.Yk�Fe,#n ] & � &�>rFh,�, ] <-s ua`R< U (*`���VGE�&�(*V/k�FHE+V/<

?=05<aE+VG&+,�)+"%&�('> EN>+�] &�kc(*V�Z�VG&+,�`R<WVo<auaVG&�(��W_RFHE�(*`�<1M ] <-k   VG(*s�Vos�Vo,tE+V/< F ] >g6c&+`��tVonp(*Vp&�E+V/<�4�FHE+V/<�kc(*V/<aEX245(*VCD(*�}('_�@5('&+k k ] &+)+" Vp(*<-Vh.1F ] >kWVo< � `�6c>kWVo, U Vo< ] E+noVp&+,5sRVp&�(*)+"aE+VGEX. � Fe��VG&GF�Vp&�>rFh,�,tEX2-! ] ,5k-Vp&#C (*� ('_,�`e$'$ :r<c>A`e&+��FHE�(*`�<��] IYVp&Kk-V/< V/��`hE�(*`R<�FH$*V/<  -] ,tEGFe<Wk k-V/, U Vo< ] E+noVp&+,#sRVp@�`�<-<-V/<�@�Vp&+k-V/<l. ] � k�Fek ] &+)+"

q�O

Page 31: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

kc(*Vi4�( FH$*`�se>+�] "%& ] <-s Vo<W,�6c&+Vo)�"-Vo<Wk Fh<-n ] 6�Fh,�,�Vo<12 U Vp_RFh<-<aE�$'(*)+"�Vp&+,�)+"a@�Vp&+Vo< Vo��`hE�(*`R<�Fv$*V �! ] � VG& ] <WsRV/<kc(*VD� `e&�E+Vp&�_SV/<-< ] <Ws ] <-k IYVoVp(*< ] ,�,�Vo< ,�`��}('E k-Vo< 4�( FH$*`�sRVp&�>�`h$*s <WVosaFHE�('uY2 45(*V U $'(*)�_�&�(*)+"aE ] <-sc. ] <Wk,�`R� ('E�k�Fh, �#I��tVp_%E}F ] >gk-V/� k�Fe, U Vo< ] Epn/Vp&�(z<SE+Vp&+,�,�,�V & ] "aEX. ,�`e$'$^VoIYV/<c>7FH$'$*, k ] &+)+" k%(*V U ('$*kWk�FHE+V/<�kWVG&CD(*�}('_�_RFh��VG&GF I1V/,tE�(*����E @�Vp&+k-V/<l2

;XA :s5 � �?5�:c5 :�� 5 ��� �� �

:=<  �] ,+Fe����V/<�Fv&+IYVG('EY� ('E�kWVo<�J�('&+��Vo<N45( Fv$*`RsKf^`R��� ] <c(*)XFHE�(*`�<�ja�c,tE+V/��,Y!#L ?=4�f5j-. U Vp&�$'(*< � �V/<-<WVo<%$*`R"WVhM] <Wk�C � 4g! � ?=0gE�E+Vo<%&+V ] E+"1MlIYV/sSFh<-< n ] � �X� 2�4#Von/V/� IYVG& � TRT�T�Vp(*<�Z�&+`��tVG_�E n ] &�j�6%&+Vo)+"WVG&+Vp&�_SV/<-< ] <Wsc2� �Fh"c&+V/<-k ,t(*)+" k%(*V 4�f5j !�L � ('EDj�6%&+Vo)+"WVG&�(*kWVo<aE�(��-_RFvE�(*`R< ] <-k��auaVG&�(��W_RFHE�(*`R< (*� � (*<�Ic$'(*)�_ F ] >Kkc(*V� Vp('E+VG&+V/<aE;@5(*)�_�$ ] <Ws kWVo,gIc(*`���VpE�&�(*,�)+"-V/<�! ] E+"-V/<aE�(*,t(*VG& ] <-s�,�,t�c,tE+V/��, � U (*`a:;4 KIYV/,�)+" �Fv> E�(*shEv.c,tE+V/"-V/<�I1Vp(k-Vp&�J�('&+��F C � 4g!�� >A`e&+V/<-,t(*,�)+"WV !#<a@�V/<-k ] <-s�Vo< (*� �[`e&+k-Vp&+se& ] <-kl2�!#<c>A`e&+kWVG& ] <WsRV/< ] <-k sRV/6c$ Fh<aEpVj�)�"S@gVG&+6 ] <%_%E+V�,t(*<Wk�(*<W,�IYVo,�`R<Wk-Vp&+V��V+y%E ] <�FhI-" �Fe<-sh(*se_aVG(�Ev.�IYVosh&+Vo<WnGE+Vp&�05� >rFh<-siFe< ��&GFH(*<c(z<-sR,�� ] <Wk��Vo,tE+��FHE+Vp&�( FH$7.�w5`�I ] ,tE+"WVG('E^(*� � (*<�I%$'(*)�_ F ] > @gVo)+"W,�VG$*<Wk-V ] <Wk�sRV/,tEh�`h&�E+V � Fe<��FH$*Vh. � Fh<-k-V/,�,�6c&GFe)�"-V/< ] <c8FhI-" �Fh<-sh(*se_aVG('E ] <-k 05<aE+Vp&p, ] )+" ] <Ws ua`R< n/VG('E�$'(*)�"-Vo<��[Vp& �Fe<-kWVG& ] <-sRV/< kWVG&�jaE�(*����Ve2

� � DFEH: 6M@C>-:=< >[�96�� D�6:=<  �] ,+Fe����Vo<�FH&+IYVG(�EKk-V/, jS`R<-kWVG&�>A`e&+,�)+" ] <WsR,�IYVp&+VG(*)+"W,�QRO�q ] <Wk�k-V/, LB&GFek ] (*Vp&�E+Vo<%_S`e$�$*Vos�,K>+�] &�4�&+VG(*k%('8��Vo<W,t(*`R<�FH$*V U ('$zk�Fe<�FH$'�c,�V ] <Wk �S,m�c<aE+"WVo,�V^@ ] &+k-V^(*� � VG&+I-,tE kWVo,baFh"c&+Vo, � TRT�TKVp(*< � `e&�_c,�"-`�6}� ('E[k-V/��g('E+VG$���:mj%:m� � .�C ��4 � � : � L�.�! � 4 �3:mjc0�!%� :   !��#:m� � (*< � &�$ Fh<-s�Vo< k ] &+)+"WsRVp>+�] "c&�EX.�kWVG&Nua`R< kWVG&: ��� � ja(*s�<�Fv$-Z�&+`�)oV/,�,t(*<-s�jS`�)G(*VpE;� ] <-k�k-Vp&LKV/,�VG$�$*,�)�"�FH> E[> �] &�:r<c>A`e&+��FHE�('_�L�:�?=JL � 2POS2 dc.SJ�L d%2 � 2PxaM ] <c8E+VG&+,tE��] EpnpE�@ ] &+k-Vh2 � (*<�(*<aE+Vp&p<�FHE�(*`�<�Fv$cI1V/,�VGE+npE+Vo,[Z ] Ic$'('_ ] ��� ('E#�] I1Vp& QRO#��Vp('$*<-V/"-��VG&+<}F ] , � O%�[�Fh<-k-Vp&+<Vp&�> ] "%&(*<�>+�] <%>�Vp(*<-s�VG$ Fek-V/<-V/< ] <Wk�)vFS2 � ONVG(z<-sRVp&+VG(z)+"aEpV/<��[`e&�E�&H�FhsRV/<l.a@B(zVKk-Vp&BjaEGFh<-k�k-Vp& ��] <W,mE�(*<��#('8, ] Fv$'(*,t(*VG& ] <-s ] <-kN!#<�FH$'�c,�V (*<N� (*,�,�Vo<W,�)+"�Fv> E ] <Wk :r<-k ] ,tE�&�(*V ] ��sRV/,�VGE+npE@5('&+kl2e45(zV��Fes ] <-s�, ] <aE+VG&�$ FhsRV/<@ ] &+kWVo<�(*<�VG(*<WVo� U^] )+" n ] ,+Fh����V/<-sRVp>7Fe,�,tE � � \ �724BVG& �1Vo"%&+,tE ] "c$l@5FH&5VoIYV/<c>7FH$'$*,#� ('E5k-Vp&K4 ] &+)+"%> �] "c& ] <Ws k-V/,#Z�&GFH_�E�('_ ] ��, � w5Vo)�"-<-Vp&5$*VG&+<WVo< �N�`e&+V/<

] <WkDjSVo"WVo<�#Fh<�kWVG&[�[Vp&/Fh<-,tEGFv$'E ] <-s�C �FekW)+"-V/< ] <-k ��Vo)+"W<c('_ � T�TRT3IYVGE+Vp('$'(*seEX2 � (*<WV�� `�)�"-Vg$ Fe<Ws3@BFH&+V/<j�)�" �] $*Vp&�(*<-<WVo< k-Vp&}OR�S2�I%(*, � OS2�baFe"%&+sSFh<-sR,�,tE ] >�V�VG(*<WsRVp$ FekWVo<1.�Vp(*< ja�c,tE+Vo� n ] � ��Vp&+,tE+Vo"WVo< VG(*<%>rFh)+"-Vp&� `R���DFh<-kW`X@��`e&�E+VG&Y@5(*V �H`�IYVo< `�k-VG&&�X&+Vo)+"aE+, ,�`X@5(*VVp(*<}ja�c,tE+V/� n ] &[F ] E+`R��FHE�(*,�)+"WVo< � &�_SV/<-< ] <-sguS`�<� `R� ('_ ��s ] &+Vo< F ] >�n ] I�F ] V/<l2�C ('E � ('$'>AV kWVG& � `R����Fe<-kW`X@ �`e&�E+VG&�@ ] &+k-V VG(*<WV � Fh��Vp&GF ,�`�sRV/,tE+V ] VG&�EX.k�Fh,#,t(*VNkc(*V3(*� w#F ] � uSVp&�E+VG('$�EpV/< � `��}('_ ��s ] &pV/< F ] >A<c(*����E ] <-k Vp&�_SV/<-<aEX2Y4KFe,KZ&GFH_�E�('_ ] � ,tE�(*V � I1Vp(k-V/< jS)+" �] $*VG&�(*<W<-V/< F ] >,�V/"c&#6Y`R,t('E�('uaV�w5V/,�`R<�Fe<-nh2

�~IK@C> D �;DFE � DFE ���� D�6>$<UIKJL8 �96 �`D�6� � � 032e!#"c$'&�(*)�"-,/.Rbc2RJ�(*,�)+"WVG&X.Rb%2�4BVo<WnG$*Vp&X.%fB2e45&+Vpy%$*Vp&X. � 2 � (*V/�DFh<-<l. � 2 � �`hE+"l.R4N2eZ�F ] $ ] , � � T&Y��X[dN�U�P�N

� KR\�N�U�iplK-P�N K�T�U HMh�NLNLo���VBT�KM[�R\LQ$\�n"YRJ H�N"J!a-Q�oLN kBY �iYMI\�.�(*<�� JLY-oLNLN�URQ$T8PR\��LTqIONFP�JLK�IQ%YRT)Y n>H�h�NLNLo��KRT&U�iplK�P�N��2T&U�N"J!\�I KRT&URQ$T8PH.Y: � � f^`���6 ] E+Vp&�j�)/`�)G(zVGE��R. � `e&�> ] .lL#&�(*V/)+"-V/<c$ Fh<-k1. � T�TRTS.1j�2�x � �Sd%\R2

� x�� 032 !#"c$'&�(*)+"W,/.�b%2gJ�(*,�)+"WVG&X.4N2Z�F ] $ ] ,/. � 2 � (*V/�DFh<-< � VGh h�JLY KMo�� I Y VBo-IQbaRN � T&Y��>[dN�U-P�N�r � K�\�N!UH&oLN�TqN egfih1[jY�JLK�IQ%YRTc.g(*<�Ci2 U &GFe��VG&X.-!N2 C�Fe)p(*<aE+`R,�"l.lJ�2�f^`�V/<-V/<�? � &+,�sc2�M �2kXN�\�N�KRJio�� KRT�U�� N�a N�r

q �

Page 32: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

[jYLh�p�N�TqI QbT �LTqION�[b[]Q P�N�T I?H R\�ION�p \ ��� ��� � J!Y-o��XY n I �(N � T�� H �Ge_H �iT ION�J�T�KMIQOYRT&K�[��_YRT�n�N�J N�T oLNYRT � T&Y��>[dN�U-P�N � K�\�N!U H �\�ION�p \DK�T�UDVGh h�[]QN�UDVBJ�IQ��go"QOK�[ �iT ION-[$[]QjPMN�TqoLN��OegH������H. U f5j f^`�<c>�Vp&+V/<-)oVj�Vp&�(*Vo,/.lj�6c&�(*<WsRVp&X.YfgFh� Ic&�(*kWsRVh. � <-sh$ Fe<Wkl. � TRT�T�.1j�2�xR�RT �cq�O � 2

� q�� 032l!#"c$'&�(*)+"W,/.�4�2�Z�F ] $ ] ,o. � 2 � (*V/�DFh<-< � V>S8\ � K �c[�a�YRT � KRp�N�J!K K�W�IQOYRT N�TZ`�S8J�� Qb\L\�N�T�\ �LKR\LQN�J"ION�TH(`-N�TqN"T�K�T�K�[ R\�Np.�(*< ��2%J^�`h&p,tE+<WVG&X.Rb%2 U^] "W�DFh<-<1.h!N2�J-FhI1Vp&X.%Z�2%JWFeIYVp&#? � &+,�s%2�M ��� S8\!I%N�J N�JLW�N�T�T�S8T8P� �����h.�j�6c&�(*<WsRVp&X. � VG(*kWVG$*IYVp&+sc.�jSVo6%E+Vo� I1Vp& � TRT�T�.lj�2-dRd � � q�2

�9d ��!N2 U FvE�$'(z<-Vp&v.�bc2 U] )�_S`X@N.�w32 �5] IYVG&X.���2 ��FH&+<%_SVh. � 2 ���`eE+"l. � 2 � (*V/�DFh<-< ��� J!YR\"Y URQo ��N�K�IS8JiNe a�K�[ S�K�IQOY�T�� � J!ScION � YRJioiN YRJ�� N�[b[ � N�\LQ PRTqN�U� m.l(*< � JLY-o!�&Y n>I �cN �#" I � �iT I$�%�_Y�T8P�J N�\L\ Y n � ��YRT N-IQ�oH&o�QN"TqoLN�\�. U kl2-qS.�jcFh< J�&GFh<-)p(*,�)o`%.�f^!N.-! ] sc2 � TRT�T�.�j-2�xRq �v� �cx�q � ��2

� � ��!N2 U FvE�$'(*<-Vp&X.WC 2 �5] E�EX.a��2���FH&+<%_SVh. � 2 ���`eE+"l.cb%2 U^] )m_S`[email protected] �5] IYVG&X. � 2 � (*V/�DFh<-< � VBScI YRplK�IQ�oV>T�T&Y�I K�IQ%YRT�K�T�U�� [ KR\L\LQ �_o�K�IQOY�T�Y n � �8J!KR\�N_VBoioLN"TqI\ Q$T HMh YRT I KRTqN�Y�S8\ H�h�NLNLo��a.c(*< � JLY-o��se S8JLYLh�N�KRT�_Y�T-n&��YRT�HMh�NLNio �'�_Y�p p S8T�Qo�K�IQ%YRT KRT&U�((NLo��sT�YM[jYLP�H. U kl2 � . U^] k�Fe6YVo,tEX.c05<-saFH&+<1. � TRT�T�.�j�2 � � T �� x�x�2

� Q�� b%2 U^] )�_a`X@N. ��2�� FH&+<c_aVe.�w32 �5] I1Vp&X.!N2 U FvE�$'(*<-Vp&X. � 2 � �`eE+"l. � 2 � (*Vo��Fe<W< � � KR\�I KRT&U�kBY �!S8\�I�2N!KMIS8J N�\Gn�YRJ� JLY�\�Y U�Qo)� [jK�\L\iQ��_o!KMIQOYRTc.#(*<���2 C FvE+` ]+*,�Vp_Y.�Z�2 C�F ] E+<WVG&X.lbc2�B)oVp$-,('_S`Xu ,FS.Z�2�jS`���_RF? � &+,�sc2�M � � JLY-o�� Y n I �cN.�ZYRJLW \ ��Yih YRT/(1e � (+0XH �_e_e1�32 KRT&U � � VB^546�7�8(1H �:9 ���;�H. U kl2 � QRT�xuS`�< ^2NLo-IS8J N=<DY�ION�\_n"YRJ VBJ�IQ��go�Q%K�[ �LTqION�[b[]Q P�N�T oLNp.�jS6c&�(*<-s�VG& �R��Vp&�$ Fes%. U Vp&�$'(*<l. j�V/6cE+V/� IYVG& � TRT�T�. j�2� T�q � � T���2

�P\ � b%2 U^] )m_S`X@N.���2���FH&+<%_SVh.�w32 �5] IYVG&X.c!N2 U FHE�$'(*<-Vp&X. � 2 � �`eE+"1. � 2 � (*Vo��Fe<W< �>�ZSc[ IQbr%^ Q$T8P�S�K�[ �GJ!YR\LrY URQ�o � J!Y-oiN"\L\iQ$T8PH.g(*< � JLY-o!��egH �2V?�ZYRJLW \ ��Yih Y�T � Q%K�[jYLPRScNlKRT&U �GJ!YR\"Y U�H. � (*<Wk-"-`XuaV/<l. � (*V/k-Vp&�8$ Fe<Wk-Vh.1j�V/6cE+V/� IYVG& � T�TRTS.1j�2 �X� \ � � QRxS2

� ��� J�2%4#Vp(*<-n/VG&X.cb%2SJ�(*,�)+"-Vp&X.%032S!B"c$'&�(*)+"-,/. � 2 � �`hE+" �2^2N�KRJ�T(Q$T8P Y n � YRplKRQ$T�� NFh�N�T�UMN�TqI � T&Y��>[dN�U-P�NBQbTH&N�plKRT IQo=< N-I � YRJLW \�.5(*< � J!Y"o!��e S8JLYih�N�KRT@�_YRT�n&�gY�T H�h�NLNLo��A�GYRp p S8T�Q�o!KMIQOYRT K�T�UB(�NLo��8T&Y�[jYLP�H.U kl2 � . U^] k�Fe6YV/,tEX.�0�<-sSFv&+<l. � TRT�T�.1j-2 � T��S\ � � T�TROS2

� T�� b%2�4#V/<-np$*VG& �ZkBK URQ%K�[2kXN9h&J N�\�N�T I K�IQ%YRT Y nDV>o�IQba N'�_Y�TqI Y�S8J!\�.�(*< w32J�(*,�)+"-Vp& ? � &+,�sc2�M �1� � YRT []Q$TqN��( �(N e a�Y�[ a-QbTsP#0�� Q$\�IJ!Q �!ScION�U#0C<DYRT�r � JLYLh�J�QN-I K�J �0�4 TD��^�Q$TqN��_YRpBh�N�T&URQ$S8p Y n��_YRpBh�ScION"J � Q$\LQOYRTc.� T�TRTS. "aE�E+6 � �R� @5@5@�2 k�FH(72 Vokl2 Fe)h2 ] _ � f��[`�<c$'(*<-V � 2

� � O�� b%214#V/<-np$*VG&X. � 2 � (zVo��Fe<W< �>V>o�IQba N kBK��\&� �XYM[jKRJ��8IJLK�T(\$n"YRJ�p N�U V>o�IQba N��_YRT I YRS8J�\gn�YRJ kmN�KM[E�+(�Q$p�N�_Y�TqI Y�S8J)(cJLK�o�W QbTsPv.6FcYRS8J�T&K�[1YRT kmN�KM[E�+(�Q$p�N �iplK-PRQ$T8Pv. U kl2 � . � &v2Yq�. � TRT�T�.lj�2�xRO�q �%x � q�2

� � � �}j�2-45( U `�<�F�.-j�2 �5] @gVG&X. � 2 � (*Vo��Fe<W<l.���2Yj%FH$'uaVGE�E�( �G( �cN � JLKRQ$T�� K�IOo��(N�J�. (*< U 2-w#Fek%(*sc. � 2 � (*Vp8��Fe<-<1. � 2   " ] &GF/u�$*VGuY.5:�2KLK` ] &+Vpu�('E+)+"l.5:�2 ��Fe6cE+Vpu�? � &+,�sc2�M � �>K�IOION"J!T kXNLo�YLPRT�QIQ%YRT K�T�U��Lp K�P�N� T&U�N�J�\�I KRT&URQbTsPv.B?A(*<��Wy1.jcFh<c_�E}! ] s ] ,mE�(*<1.^:tj Ug� qH8;��TRQRO � 8;O � Qv8;QSM�. � Vp&�&+,�)+"%(*<-s%. � TRT�T�.j�2 x � T �xRx�Q�2

� � x��}fB2�4�&+Vpy%$*Vp&X.3fB2BJS&GFe<c_Y.#b%2�4BVo<-np$*Vp&X. � 2 � (*V/�DFh<-< � �GJ!Y �LK �!Q�[]Qb\�IQ$\�o�� plY U�N-[$[]QN�J"ION � []Q�o!W \�ION�ScN"rJ�S8T8PD`�S8J H�N�[ �!\�IO[jY�W K�[]Qb\"KMIQOYRT KRT ��KRT&U T&K�I S8J"[]Q�o��cN�J>^ K�T�U�p K�JiW�N"T%.(*< L�2�j�)�"-� (*kcEX.c032 � Fe<WVoIYV/)�_Y.J�2WJS&pVp�cIYVG&+s�VG&�? � &p,�s%2�M �(V>ScI Y�T�YRp�N�� Y ��Q[dN?H �\�ION�p�N � �����h.Wj�6%&�(*<-s�VG&[�[Vp&�$ Fesc. � TRT�T�.-j�2�xRx � �%xRqROS2

q�x

Page 33: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� � q�� J�2�L3FH$'$'@5('E+nh. � 2 � (*Vo��Fe<W<l. � 2 � �`hE+" �cH�h&JLK�o��(N�JLW�N�T�T(S8TsP�� H&I KRT&U U�N"J (�NLo��8T�Q W0 e QbT�\"K�I `�p Y-P�[]Q�o��8rW�N"QION�T)S8T&U �mN�J!\Oh�N!W�IQba N"T%.)��Q$J�I\�o ��K n�I\iQ$T�n�YRJ�plK�IQ WX. U kl2-d � . � &v2YQ�. � TRT�T�.1j-2 � q�� � � d�\a2

� � d � J�2WL3FH$'$'@5('E+nh. � 2 � (*Vo��Fh<-<l. � 2 � �`hE+"l.R��2���FH&+<%_SV � � JLYR\"Y URQ�o��iT�n�YRJ�plK�IQ%YRT n�Y�J��iT IONFPRJLKMION!U��ZY�JLU!�KRT&U!� � Y�S8T�U6KRJ kXNio�YLP�T(Q�IQOYRTc. (*< � JLY-o!��egH �2V?�ZYRJLW \ ��Yih YRT � Q%K�[jYLP�ScN K�T�U � JLY�\�Y U v. � (*<-k-"W`e8uSV/<l. � (zVok-Vp&�$ Fh<-k-Vh.�jSVo6%E+Vo� IYVp& � TRT�T�.1j-2 � Q�q � � Q���2

� �X� ��!N2BL�VoIW"�Fv&+kl. 4N2Z�F ] $ ] , � VBo-IQbaRN H �\�ION�p I Y �XN"TqN"JLK�ION � Q�N � \ZY n � K�o"QOK�[ ��N�K�IS8JiN�\ � QI � H�N�r[dNLo-I K ��[dNDkXN�\"YM[]ScIQOY�T%.N(*< U 2 LB('&+`�kl. � 2 � (*Vo��Fe<W<l. � 298;Z�2�j�Vp(*k-Vp$5? � &+,�s%2�M � � Q$\LQOYRT � Y�UMN-[]Q$T8PZKRT�U� Q$\iS�KM[]Qj` KMIQOYRT ���h.-:=<��Wy1. � &�$ Fh<-sRV/<l. � `XuY2 � T�TRTS.�j�2 � \eT � � �RQS2

� � Q���!N2�L�V/I-"�FH&+kl.�4�21Z�F ] $ ] ,/.1032Y!#"c$'&�(*)�"-, �:��Qb\L\�N�T�\ �iK�\LQN�J"ION��XN�\LQ�o��cI\LplY U�N-[$[]QN�J�S8TsPlS8T&U � KRp�N�J!KRr\�ION�ScN"J!S8TsP `�S8J VBT�KM[�R\�NDa�Y�T �>K�IQN"TqION�TsP�N�\LQ�o��cION"J!Tc.g(*< � 2 � uSVp&+,/.�L�2�LB$*`R� Ic('E+nXF�.-�32 �lV/"-��Fe<W<l.� 298;Z�2�C�VG(z<-noVp& ? � &+,�s%2�M ��� � �ZYRJLW \ ��YLh � Q�[jURa N"JLKRJ � N�Q�IS8T8PDn S8J�URQ�N � N�URQ `�QbTc. j�6c&�(*<WsRVp&X. � TRT�T�.[j�2� � \ � � x � 2

� � \ � U 2WLB('&+`�kl. � 2 � (*V/�DFh<-<1. � 298;Z�2�j�Vp(*k-Vp$�? � &+,�s%2�M � � Qb\LQ%YRT 0+� Y U�N-[]Q$TsP#0 K�T�U � Qb\LS�KM[]Qj` K�IQ%YRT 9 ���h.1(z<��Wy?=:mj U�� qv8;�RTRQ�O � 8;O �X� 8;�aM�.�jcFh<c_�Eg! ] s ] ,tE�(*<l. � TRT�T�2

� � ��� b%2 � F�Fe,/.X��2v� FH&+<c_aVe. � 2 � (*Vo��Fh<-<l.XCi2Rf^VGE�E+`h$*`c.X!N2af^`h&GFen/nvFS.h4�2hJ-Fv$ F/u�(*s�<�F�.SL�2 � Fen/nvFv&�( �cH&N�p K�T(rIQ�o � Y�S8T�U6KRJ�QN�\XQ$T �ZSc[ IQ h1[ NB^ KRTsPRS�K�P�N�\�.l(*< � JLY-o��(e S8J!Yih�N�KRT��GYRT�n8� YRT H�h�NLNLo�� �_Y�p p S8T�Qo�KMIQOYRTKRT&U'(�NLo��8T&Y�[jYLP�H. U kl2 � . U] k�Fh61V/,tEX.-05<-saFH&+<l. � TRT�T�.1j-2 � q � � � q���2

� � T��}j�2 � Fv&+IYVo)�_Y.032��B"c$*Vp& � � Sc[dIQjPRJ!KRp \mn�YRJ ^ K�T8PRSqK-P�N ��UMN�TqIQ��go�KMIQOYRTc.}(*< � J!Y-o�� e S8J!Yih�N�KRT �_YRT�n8�YRT H�h�NLNLo��B�GYRp p S8T(Q�o�K�IQOY�T KRT&U'((NLo �8T�YM[jYLP�H. U^] k�Fe6YV/,mEX.-05<WsSFv&+<l. � T�TRTS.1j�2�qa\ � �cqa\e�S2

� x�O��}j�2 � Fv&pIYV/)�_Y.032��B"c$*Vp&v. � 2 � �`hE+"l. � 2 � (*V/�DFh<-< � �LT-n"YRJ�plK�IQOY�T ( �cN�YRJ N�IQo � KR\�N�UlH&NFPRp�N�T I\mn�YRJ^ KRT8P�S�K-P�N ��U�N�T IQ��go�K�IQ%YRTc.Y(*< ��2%C�FHE+` ] *,�Vp_1.�Z�2%C�F ] Ep<WVG&X.�bc2c�#)/VG$$,(�_S`Xu ,F�.-Z�2cj�`���_RF ? � &+,�s%2�M � � JLY-o��Y nmI �cN �ZYRJLW \ ��YLh YRT (&e � (�0�H �_e_e � 2 KRT�U � � VB^546� �&(&H ��9 ���;�H. U k12 � QRT�x5ua`R<�^�NLo-IS8JiN5<DY�ION�\n"YRJBVBJ�IQ��go"QOK�[ �iT ION-[$[]QjPMN�TqoLNp.�jS6c&�(*<-s�VG& �R�[VG&�$ Fhsc. U Vp&�$�(*<l.1j�V/6cE+V/� IYVp& � T�TRTS.�j-2 � �a\ �cx�ORxS2

� x � � U 2 � VG(*sh$7.cw32 � `�)+"1.%C 2%Z�`e$�$*VG>AVG�c,/.cbc2a4#Vo<WnG$*Vp&X.���2R��2cL�`%`h$ � �m[dN�T�YLh1IQ�o � Y U�N-[]Q$TsP K�T�U kXN�T&U�N�J�QbTsPnLJLYRp �iplK-PMNZH&N���ScN�T oLN�\ ( K�W�N�T � K'2DK�T�U � 2 N-[jU �_K�p�N�JLKv. (*< ��2�J^�`h&+,mE+<WVG&X.�b%2 U^] "-��Fh<-<l.!N2cJ-FeIYVp&X.WZ�2cJ-FhI1Vp&�? � &+,�s%2�M � � S8\!ION"J N�JLW�N�T�T�S8T8P � �����h.Wj�6%&�(*<-s�VG&X. � Vp(*k-Vp$*IYVG&+s%.�j�V/6cE+Vo� IYVG& � TRTRTS.j�2�Thd�� � O � 2

� x�x�� U 2 � VG(zse$7. � 2 � (*V/�DFh<-< �G�GKRp�N�JLK��GK�[]Q ��JLK�IQ%YRTDnLJLY�p egf�ION�T&U�N�U��iplK-PMN H&N���ScN�T oLN�\_n"YRJ ^�QjP �(I �gN�[jUkXNLo�YRT�\�IJ!Sco-IQ%YRTc.l(*< �ZYRJLW \ ��Yih � Qb\LQ%YRT 0 � Y U�N-[]Q$T8PlKRT�U � Qb\LS�KM[]Qj` K�IQ%YRTc. � &�$ Fh<-s�Vo<1. � `XuY2 � TRTRTS.-j�2dSq � � O�2

� x�q�� � 2 � `e&+V/)�_�(7.�4N2�Z�F ] $ ] ,/. � 2%� `��m)p(*V/)+"-`X@#,t_�( � 4 ����NLo�I ^ Y-o�K�[]Qj` KMIQOYRT � \LQ$T8P��_YM[jYRJ 2 Qb\�I YLPRJ!KRp \�.�(*<� 298 � 2J�&GFe<%_SV�? � &+,�sc2 M �� � �ZY�JiW \ �qYih � KRJ � �!Q�[jURa N"JLKRJ � N�QIS8TsPv.�jS)+"c&�('> E+Vo<%&+VG(*"WV�k-V/,   V/<SE�& ] ��,5>+�] &U ('$*kc8 ] <Wk ja(*s�<�Fv$'uSVp&GFH&+IYVp('E ] <-s Ve29��2l:7$*��V/<�F ] .-:7$*��Vo<�F ] . � TRT�T�.1j-2 � T �cQ�Q�2

� xhd � b%2 � `e&+<-V/sRs�VG&X.4N2gZ�F ] $ ] ,/. � 2 � (*Vo��Fe<W< � � JLY �LK ��Q[]Q$\�IQo)� Y U�N�[]QbTsP QbT �_Y�p>h&ScION�J � Qb\LQ%YRTc. (*<U 2�b-�Fh"-<WVe.�Z�2�L�Vp( � $*Vp&X. � 2 � F ] � Vo)m_SVp& ? � &+,�s%2�M ��2DKRT&U �LY Y�W�Y n �_YRpBh&ScION�J � Q$\iQ%YRT K�T�UDVGh6h1[]Q�o!KMIQbrYRT�\�. U kl2�xS.-!#)vFhk-V/� (*) Z&+Vo,�,/.1jcFh< 45(*V/sR`%. � TRT�T�.1j-2�� � \ �%� � dc2

q�q

Page 34: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� x � � b%2J (*,�)+"WVG&}Fh<-k � 2 � �`eE+"�Fh<-k � 2 � (*V/�DFh<-< �@�_Y�p �!QbT�QbTsP H�I K�IQ$\�IQo"\ � Q�I � H&N�plKRTqIQ�o < N-I � YRJLW \Q$T K kmN�KM[E�+(�Q$p�N � Q%K�[jYLPRScN H R\�ION�p�.(*< � J!Y-o�� �iT ION�J�T�KMIQOY�T�K�[ �ZYRJLW \ �qYih HMh�NiNLo�� K�T�U �GYRpBh�ScION�J�OH �ge1� 4 � 9 �����H.-C�`R,t_RF ] .1w ] � $ Fh<-k1. � TRT�T�.lj�21\ � �W\e�S2

� x�Q�� w32 � `�)+"l. U 2 � Vp(*se$7.#C 2BZ�`e$'$*Vp>�Vp�c,/.��2 ��2�L�`�`e$7. � 2 � (*V/�DFh<-< � V �XN�Y�p N�IJ!Q�o VGh h�JLY KMo�� I Y^�QjP �cI �gN�[jU �_K�[ Q �!J!K�IQOY�T%.�(*< J�2�j�`h$'(*<�F�.!N2 �1Vo`�<�Fv&+kc(*,�? � &+,�sc2�M �1�_YRpBh�ScION"J V>T&K�[��\LQb\ Y n�Lp K�P�N�\KRT&U �>K�IOION"J!T�\ � �2V � � 9 ���h. � &X2 � Q��RT (*< �lV/)GE ] &+V � `hE+Vo, (*< f^`R��6 ] E+VG&�j�)p(*Vo<W)oVh.�jS6c&�(*<-s�VG&X.� Vp(*k-Vp$*I1Vp&+sc. � T�TRTS.�j�2 � TRQ �cQ�ORqS2

� xa\ � w32 � `�)+"1.RCi2aZ`h$'$*Vp>�Vp�c,o. U 2 � Vp(*se$7. ��2H��2SL�`�`e$7. � 2 � (*Vo��Fh<-< � �_KM[]Q �!J!K�IQOY�T Y n 2DKRT&URr �cN-[jU �GKRp�N�JLKH&N���ScN�T oLN�\Xn"YRJ�m[dN�T&Yih1IQ�oG� Y U�N-[]Q$T8PH.�(*< �GJ!Y-oLNiN�U�QbTsPR\ Y n I �cN \ �� �LTqION�J�T&K�IQ%YRT�KM[C�_Y�T-n�N�J N�T oLN�YRT�_Y�pBh�ScION�J � Q$\LQOYRT � �#� � � �H.S: � � � f^`R��6 ] E+VG&�jS`�)G(*VpE;� Z�&+V/,�,/. � `e&�> ] .SLB&�(*Vo)�"-V/<c$ Fe<Wkl.SjSVo6cE+V/� IYVp&� T�TRTS.1j�2 � � � � � T � 2

� x������32C Vp&+ne.�J�2 � $ Fh<-k�FH$*` ] ,�,t(7.4N2�Z�F ] $ ] ,/.[� 25�B,tE+Vo< �<VBo-IQba N Kih h�J!Y K�o�� n�Y�J �qY�[jYLPRJ!Kih �sQo�T�Y�T(rU�N"\�IJ!Sco-IQ$a N ION"\!IQ$TsP Y n \"K�ION-[$[]QION niScN�[ I KRTcW \�. (*< C 2 ��] ��F/@5(*<-,t_RFS.�� 2g�B,tE+Vo< ? � &+,�sc2�M � 4 h1IQo�KM[�)N�KR\LS8J N�p�N�T I H �\�ION�p \ n"YRJ �LT�U�S8\�IJ!Q%K�[ �iT�\Oh�NLo-IQOYRTc. U kl2�q��Rxed%.1jcZ�: � . � TRT�T�.1j-2�� � � TS2

� x�T�� Z�2C �`�,�,�<-VG&X. C 2l� `e$'>�. Z 2l� Vp(*Vp&�(*)+"l. � 2 � (*V/��Fe<-< ��V �GYRT IJLY�[1H�IJ�Sco-IS8JiNXn"YRJlKRT 4 �!\�N�J�a�KMIQOYRTH �\!ION"p n"YRJgH&N�J�a-Q�oiN kBY �LYMI\�.�(*< U 2Rw#Fek%(*sc. � 2 � (*V/�DFh<-<1. � 2   " ] &GF/u%$zVGuY.R:�2RL�` ] &+VGu�('E+)+"1.�:m2 ��Fe6%E+VGu? � &+,�sc2�M � �>K�IOION�J�T)kXNLo�YLPRT�QIQ%YRT KRT&U �iplK-P�N � T&U�N�J�\�I KRT&URQ$T8Pv. ?A(*<��Wy1.jcFh<c_�EN! ] s ] ,tE�(*<l.:tj Ug� qH8�RT�QRO � 8;O � Qv8;QSM�. � Vp&�&+,�)�"c(*<-s%. � TRT�T�.1j-2�x � � �%x � �S2

� q�O�� � 2 � (*V/��Fe<W< � � T&Y��X[dN�U�P�N8� � KR\�N�U��iT ION�J h�J N�I K�IQOY�T Y n �iplK-P�N"\m. (*< U 2gb-�Fh"-<WVe. � 2 � F ] � V/)�_SVp&X.Z�2NL�Vp( � $*Vp&�? � &+,�s%2�M � 2DKRT&U �LY Y�W Y n �_Y�p>h&ScION�J � Qb\LQ%YRT KRT&U VGh h1[]Q�o�K�IQOY�T(\ 0 � YM[ � � .5!#)vFhk-V/�}(*)Z�&+V/,�,/.1j%Fe<�45(*V/sR`%. � T�TRTS.�j�2�� �R� �c�a\Hd%2

� q � � � 2 � �`eE+"1.�!N2 U FvE�$'(*<-Vp&X.�!N2 � (zV � $'(*<-s%.w32 � `R��6YVe. � 2 � (zVo��Fe<W< � H S-h�JLK�\!NFP�p N"TqI K�[%� Y U�N-[$[]QbTsPv.(*< � 2Z`�<aE�(*<-si? � &+,�sc2�M � �_Y�p>h&ScI K�IQOY�T�KM[+� Y U�N-[]\�Y n HMh�NiNLo � �>K�IOION�J�T��GJ!Y-oLN�\L\LQbTsPv. U k12 � Q�T�uS`�<<BV (>4 V?H �?H&N�J�QN�\ �[.1jS6c&�(*<WsRVp& �R�[VG&�$ Fhsc. U Vp&�$'(*<l. � TRT�T�.�j-2 � ��x � � T�T�2

� q�x�� � 2 � �`eE+"1.�!N2 U FvE�$�(*<-Vp&v.���2l��Fv&+<c_SVh. bc2 � F�Fe,/.C 2 U `h&p`�,/. bc2 U^] )�_a`X@N.�w32 �5] IYVp&X.�J�2L3FH$'$'@5('E+nh.Ci2 �5] E�EX. � 2 � (*V/��Fe<-< � 4 T I �cN � \�N Y n � J!YR\"Y U�)QbT V>ScI Y�p KMIQo � QOKM[jYLPRScN � T&U�N�J�\�I KRT�U�QbTsPv.(*< � JLY-o�� e_H �2V �ZYRJLW \ ��YLh Y�T � QOKM[jYLPRScN K�T�U�� JLYR\"Y U�H. � (*<Wk-"-`ouSV/<l. � (*VokWVG&�$ Fh<-kWVe.�jSVo6cE+V/� IYVp&� T�TRTS.1j�2�x � �%qed%2

� q�q�� � 2 �N�`hEp"1.�J�2�L3FH$'$'@5('E+nh.�Ci2�!5&+VGE+` ] $ FH_�(�.�C 2 U `e&+`�,/.bc2 � F�Fe,/.�j-2 � FH&+IYV/)�_Y.�w32 �5] I1Vp&X. � 2 � (*Vp8��Fe<-< �&kXN�\�N�KRJio�� �i\L\LScN�\2n"YRJBI �cN < NLf�I �XN"TqN�J!K�IQOY�T H�h Y W�N�T�� QOKM[jYLPRScNXH �\�ION�p \�.�(*< ��2�C FvE+` ]+*,�Vp_Y.Z�2�C F ] E+<WVG&X.b%2��#)/VG$ ,('_S`Xu ,F�.[Z�2�j�`��;_RF�? � &+,�s%2�M � � J!Y"o!� Y n�I �cN �ZYRJLW \ ��YLh YRT (&e � (�0XH �_e_e � 2KRT&U � � VB^ 4 � �&(1H �:9 ���;�H. U kl2 � QRT�xNuS`�< ^�NLo-IS8JiN <DYMION�\�n"YRJ?V>J"IQ �_o�QOKM[ �LTqION�[b[]Q P�N�T oLNp. j�6c&�(*<WsRVp& ��[VG&�$ Fhsc. U Vp&�$'(*<l.1jSVo6%E+Vo� IYVp& � TRT�T�.1j-2 � �%T�2

� qhd � � 2 � �`eE+"1. b%2 � FRFh, � HMh�J!K�o��8aRN�JLKRJ � N�Q�IS8T8P ��N"T(\�N�Q�I\ U�N�J H�h�J!K�o��(N�JiW�N�T(T�S8TsPv. (*< J�2��lV/"-<-Vp&X.L�2 U &GF ] <-saFH&�EX.��2 � ('E+noV/<�IYVG&+sRVp&N? � &+,�s%2�M � � Sc[dIQ$p N�U�QOK � �iT�n�YRJ�plK�IQ%YRT�\i\ �\�ION�p�NB` � Qb\�o �cN�T � Q�[jUS8T&U HMh�J!K�o��cNG.#L�FhIc$*Vp& � k%('E�(*`R< ��(z,�,�V/<-,�)+"�FH> EX.�4#V ] E+,�)+"WVG&�05<c('uaVG&+,t('EH�FvEp,D�[VG&�$ Fhsc.5��(*V/,�I�Fhk-V/<l.� T�TRTS.1j�2 � � \ � � x � 2

qhd

Page 35: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� q � � � 2 � �`eE+"l.5bc2 � F�Fe,/.g��2���Fv&+<c_aVe.#J 2KL3FH$'$'@5('E+nh.�C 2 U `h&+`R, � V 2 �!J!Q%U VGh6h�JLY KMo�� I Y HMh Y�W�N�T� QOKM[jYLPRScN � T&U�N�J�\�I KRT&URQ$T8P�� � JLY�\�Y U �0�H�I KMIQb\�IQo"\ KRT�U �>KRJ"IQOKM[ �>KRJ�\LQbTsPv.1(z< � JLY-o��(e S8JLYLh�N!K�T'�_YRT�n8�YRT�HMh�NLNio �'�_Y�p p S8T�Qo�K�IQ%YRT KRT&U�(�Nio �8T&Y�[jYLP�H. U k12 � . U] k�Fh61V/,tEX.W05<WsSFv&+<l. � T�TRTS.Yj-2-xRO � T �cx�ORxRxS2

� q�Q�� � 2 �N�`eE+"1.Wj�2 � FH&+IYV/)�_Y. � 2 � (*V/��Fe<-< � �ZSc[dIQ�[]Q$T8PRS�KM[(HMh�NiNLo�� kXNLo�YLPRT(Q�IQOY�T%.Y(*< � 2WZ�`�<aE�(z<-s�? � &+,�sc2�M ��_Y�pBh�ScI K�IQ%YRT&K�[ � Y UMN-[]\�Y n HMh�NLNLo����>K�IOION�J�T � JLY-oLN�\L\LQbTsPv. U kl2 � QRT�ua`R< <BV (>4 VBH � H�N�J�QN"\ ��.j�6%&�(*<-sRVp& �a�[Vp&�$ Fes%. U VG&�$'(*<1. � T�TRTS.�j�2�q�QRq �cqa\ � 2

� qa\ � 0321�B"c$*Vp&X.1j�2 � FH&+IYV/)�_Y. � 2 � (*Vo��Fh<-< � � Qb\�o�J�Q$p KMIQba NDN�\�IQ$plK�IQOY�T)Y n [jKRTsPRS�K-PMN plY U�N�[�o-[jKR\L\LQ��gN"J!\�.(*< �GJ!Y-o�� e S8JLYLh�N�KRT �_YRT�n8�BY�T H�h�NLNLo�� �_YRp p S8T(Q�o�K�IQ%YRT KRT&U ((NLo �8T�YM[jYLP�H. U^] k�Fe6YV/,tEv. 05<WsSFv&+<l.� T�TRTS2

� q���� 032��#"%$*VG&X.1j-2 � Fv&+IYVo)�_Y. � 2 � (*V/��Fe<W<l. � 2 �N�`eE+"l.-C 2�L�2�w5V/V/,�V � �iTqION"J%h YM[jK�ION�U � KRJLWMY�aDo���K�QbT�\ n�YRJN�S W KRJ YMIQoXh�JLY�plY�ION�J J NLo�YLPRT(Q�IQOY�T%. � Q%YRQ$T-n"YRJ�p KMIQo�\�. U kl2 �X� . � &X2 � . � T�TRTS.�j-2�qRQ�x �%qRQRTS2

� q�T�� :�2Z ,Fv$7. � 2 � (*V/��Fe<-<1.�L�2CD(*)+"-Vp$*,�`R< � egfih�N�J�Qbp�N�T ION p QIXp�N��8J�\�o��8Q�o��cIQ P�N�T �mN�Ji`-N9h1IJ!YRTD� < N-I `-N�T`�S8J � YRJ�a N�J!KRJ � N�QIS8TsP S8T�U:� N"JiW plK�[ P�N � QbT�T�S8T8P KRS�n U�N�T H(^ � �>� �mN�JnLS8\LQOY�T(\ �!Q�[jU�N�J�T U�N�J < N�I `�r��K�ScI . (*< � 2 � 2'. L�2�LB$*`R� I%('E+nvFS.�32 �lV/"-��Fe<W<l. � 298;Z�2[C Vp(*<-n/VG&�? � &+,�s%2�M � � Q�[jURa N"JLKRJ � N�QISsT8P n S8JURQ�N � N�U�Qj`�QbT � �����h. ?;j�6%&�(z<-sRVp&X. U Vp&�$'(*<l. � Vp(*k-Vp$*IYVG&+s%.�:tj Ug� qv8 � daOH8;Q � Q�xS\o8;�SM�. � Vp(*k-Vp$*IYVG&+s%. � TRTRTS.j�2 � xRx � � xRQS2

�9daO�� 4N2cZ�F ] $ ] ,/.%032�!#"c$'&�(*)�"-,/. U 2 � VG(*sh$7.-bc2�4#V/<-np$*VG&X.-b%2 � `h&p<WVos�sRVp&X. � 2 � (*V/�DFh<-< ��V>o-IQ$a N� T&Y��X[dN�U�P�N� KR\�N�U H&oLN�TqN VBT�KM[�R\LQ$\�. (*< � 2Bf^"c&�(*,tE+Vo<W,�Vo< ? � &+,�sc2 M �G�_YRpBh�ScION"J � Q$\LQOYRT H �\�ION�p \�.BjS6c&�(*<-s�VG&X.� Vp(*k-Vp$*I1Vp&+sc.YbSFh<l2 � TRT�T�.lj�2 � ��O � � T�T�2

�9d � � 4N2 Z�F ] $ ] ,/.^b%2 � `e&+<WVos�sRVp&X. � 2 � (*V/��Fe<W< � H1Y n!I � K�J N eGTsPRQ$TqNLN�J�QbTsP n"YRJ �iplK-PMN � JLY-oLN�\L\LQbTsP KRT�UV>T&K�[ R\LQ$\�.D(*< U 2�bW�Fe"W<-Ve.Z�2 LKVp( � $*VG&X. � 2 � F ] � V/)�_SVp& ? � &+,�s%2�M �>2DKRT&U �LY Y WZY n �_Y�p>h&ScION�J � Q$\LQOYRTKRT&UDVGh h�[]Qo�K�IQ%YRT�\�. U kl2-qS.�!#)XFekWVo� (*)�Z&+Vo,�,/.�j%Fe< 4�(*Vos�`c. � TRT�T�.lj�21\�\ � � ORqS2

�9dax�� 4N2RZ�F ] $ ] ,/.RC 2H� `e$'>�.Sj�2eC Vp$'$*Vp&v. � 2 � (*Vo��Fh<-< � ��� �_Y�p>h&ScION�J � Q$\LQOYRT?n�Y�J ( Y Y�I � kXNLo�YRT�\�IJ!Sco�IQOYRTc.�)N�URQo�KM[ �iplK-P�N V>T&K�[��\LQb\�. U kl2�qS. � &X2 � � . � T�TRTS.1j�2 � � � T�2

�9daq�� U 2Sw#Fek%(*sc. � 2 � (zVo��Fe<W<l. � 2   " ] &GF/u�$*VGuY.S:m2SL�` ] &+Vpu�('E+)+"l.S:m2 � Fh6cE+VGu ? � &+,�s%2�M � �>K�IOION"J!T kmNLo�YLPRT�QIQ%YRTKRT&U��iplK-PMN � T&U�N�J�\�I KRT&URQ$T8P � � I �/4 h�N"T �XN"J!plKRTD��kXS8\L\LQOKRT �ZYRJLW \ ��Yih 062 N�J�J!\�o��sQbTsPv. (z<��Wy?=:mj U�� qv8;�RTRQ�O � 8;O � QH8;QaM�.�jcFh<c_�Eg! ] s ] ,tE�(*<l. � TRT�T�2

�9d�d �N��2X��FH&+<c_aVh.�J�2�L3Fv$'$'@5('E+ne.e!N2 U FHE�$'(*<WVG&X.Hbc2 U^] )�_a`X@�.Hw32 �5] IYVG&X. � 2 � �`eE+"1.v!N2 � �`eE+"%_SVp& � �iT IONFPRJLKMIQbTsP� Sc[dIQ h�[dN � T�Y �X[dN�U-PMN H�YRS8JioLN�\1n"YRJ��ZYRJ!U�2 ih YMI �cN�\�N�\1� J!Kih � �LTqION�J h�JiN-I K�IQ%YRTc.W(*< � JLY-o��se S8JLYLh�N�KRT�_Y�T-n&��YRT�HMh�NLNio �'�_Y�p p S8T�Qo�K�IQ%YRT KRT&U�((NLo��sT�YM[jYLP�H. U kl2 � . U^] k�Fe6YVo,tEX.c05<-saFH&+<1. � TRT�T�.�j�2-x�q � �xRq���2

�9d � �N��2a��FH&+<c_aVe.-j�2 � Fv&pIYV/)�_Y. � 2 � �`hE+"l. � 2 � (*Vo��Fe<W<l.�Ci2 �lVpu�('E � � Qb\�o�J�Q$p Q$T�KMIQba N eG\�IQ$plK�IQOY�T Y n �LT(rION�J h Y�[jKMIQOY�T �>KRJLK�p N�ION�J!\�n�YRJ ^ KRTsPRS�K-PMN�� Y U�N-[+� [jKR\L\LQ��gN�J�\�.Y(*< � J!Y-oiNLN�U�QbTsPR\XY n>I �(N �LTqION"J!T&K�IQ%YRT&K�[�_Y�T-n�N�J N"TqoLN YRT VBo�YRS8\�IQ�o�\ 01H�h�NLNLo���0 KRT&U?HqQ PRT&K�[ �GJ!Y-oLN�\L\LQbTsP � �#�2V?H�H �3�H. U kl2 � .S: � � � f^`���6 ] E+Vp&j�`�)p(*VGE�� Z�&+Vo,�,/.1Z�"-`�V/<c(�y1.-!5&�(*n/`R<�F�.�C �FH&+n � T�TRTS.1j�2 � x � � � xR�S2

q �

Page 36: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

�9daQ��N��2-��Fv&+<c_aVe. � 2 � �`eE+"1. � 2 � (*V/��Fe<-<1.1L�2�jaE+V/����Vp& �GV H&NFPRp�N�T I � KR\�N�UDVGh h�JLY KMo�� n"YRJ � JLY�\"Y URQo� YRS8T&U KRJ � N�IONio�IQOYRTc. (*<���2-C�FHE+` ] *,�VG_Y.-Z�2-C F ] E+<WVG&X.cbc2��B)oVp$ ,('_S`Xu ,FS.�Z�2�j�`���_RF�? � &+,�sc2�M � � JLY-o��2Y nI �cNB�ZYRJLW \ ��YLh YRT (1e � (+0gH �_e_e � 2 K�T�U � � VB^ 4 � �&(&H ��9 ���;�H. U kl2 � QRT�x ua`R< ^2NLo-IS8J N=<DY�ION�\n"YRJBVBJ�IQ��go"QOK�[ �iT ION-[$[]QjPMN�TqoLNp.�jS6c&�(*<-s�VG& �R�[VG&�$ Fhsc. U Vp&�$�(*<l.1j�V/6cE+V/� IYVp& � T�TRTS.�j-2 � T�T �cx�ORxS2

�9d�\ �}fB2 �[] Fh<l. � 2 � (*V/�DFh<-< � 4 � ��NLo-Il^ Y-o�K�[]Q ` K�IQ%YRT QbT � � �iplK-PMN�\ � KR\�N�U YRT � Y ��Y�TqN"T�9 \)H&N-[ nir4mJ P KRT�Q `�KMIQOYRT ��N�K�IS8JiN � Kih&\m.(*< � �������LTqION"J!T&K�IQ%YRT&K�[3FcYRQbT I��_YRT�n!N"J N�T oLN YRT:< N�SsJLK�[ < N-I � YRJLW \�.: � ��� . � T�TRTS.1j�2 �X� �S2

�9da��� Ci2   `RIYVp$7.Bb%2B4BVo<-np$*Vp&X. � 2 � (zVo��Fe<W< �7�_Y�S-h1[]Q$T8P)kBK��\ � �GJ!Y �LK ��Q[]Q$\!IQ�o�� Y U�N-[]Q$T8P Y n HMh K�IQOKM[� N9h�N�T&U�N�T o�Q�N�\�.^(*< �iT ION�J!T&K�IQ%YRT&K�[ �_Y�T-n�N�J N�T oLNlYRT �iplK-P�QbTsP�H&o�Q�N�TqoLN;0 H R\�ION�p \ 0mKRT&UB((NLo��sT�YM[jYLP�� � � H(H>( 9 ���;�H. � Fh,g��V/sSFh,/. � VpuRFhk�F�. � T�TRTS.1j�2-d � Q ��daxRx�2

�9daT�� Ci2   `RIYVp$7.Bb%2�4#V/<-np$*VG&X. � 2 � (zVo��Fe<W< � (cJLK�o�W QbTsP Y n � JLY �LK �!Q�[]Qb\�IQ�o!KM[b[� �_Y�S-h1[dN�U �2N!KMIS8J N�\�. (*<U 2�LB('&+`%k1. � 2 � (*V/�DFh<-<l. � 298;Z�2�jSVG(*kWVG$g? � &+,�sc2�M � � Qb\LQOY�T:� Y UMN-[]QbTsP KRT�U � Q$\LS�K�[]Q `�KMIQOYRT ���h.1:=<��Wy1.� &�$ Fe<WsRV/<l. � `ou12 � T�TRTS.1j�2 � qRq � � dSOS2

� � I/ < ��� : E��D�I?> Dk6U 2 U $ Fh<c_ �%4BVGE+Vp_%E�(*`�<l.a�[VG&�>A`e$*s ] <-s ] <-k !#<�Fv$'�c,�V#k-V/,�C ] <Wk-V/,[(*<�?�JWFH&+I%8mM U ('$*k%>�`h$*sRV/<�n ] & U V ] &�E+Vp('$ ] <Wsua`R< L�V/,t(*)+"aE+,t$=�Fe"-� ] <-s�V/<l.�C �FH&+n � TRT�TfB2Ci2JS&GFe<%_ �1�[Vp&psh$*Vp(*)+"�6%&+`RI�FhIc('$'(z,mE�(*,�)+"WVG&N!#<-,X�FvE+noV n ] &�6�Fe,�,t('uSV/< ] <WkiFH_�E�('uSV/<�j�Vp$*IW,mE�$*`h_RFH$'(z,pFvE�(*`R<1.C �FH&+n � T�TRT� 2 � VG&�E�$*Vp(*< ����Vpy%E ] <�FeIW" �Fh<-sh(*sRV�jS6c&+V/)+"-Vp&�(*k-V/<aE�( �-_RFHE�(*`�< n ] &  �] saFe<WsR,t_a`R<aE�&+`e$'$*Vh.�jSVo6%EpV/� IYVp& � TRT�T!N2 � `h&+<-k�Fh,�)+" �R4#V/,t(*sR<1.R:=��6c$*V/��Vo<aE�(*Vp& ] <-s ] <Wk � uRFH$ ] (*VG& ] <-s#Vp(*<-V/,^jS6c&GFh)+"-kc( FH$*`�se8mj�Vp&�uSVp&+,/.�4BVon/V/� IYVG&� TRTRT!N2 � �`hE+"c_SVp& ���[`�� � `h&�E+sh&GFe6W"-V/< n ] � :=<aE+Vp&+6c&+VpE/FvE�(*`R<W,�se&GFe6W"-V/< 8  �] ,+Fe����Vo<%>+�] "c& ] <Ws ] <aE+Vp&+,�)+"c(*V/kc8$'(*)+"WVG&#� (*,�,�Vo<W, , ] VG$'$zVo<l. � T�TRTS2C 2gjS)+"-V ] Vp&�(*<-s �^j�V/� ( F ] Ep`���FHE�(*,�)+"-V � &+n/V ] s ] <Ws ua`R< � &GFh<-,t>AVG&�> ] <c_�E�(*`�<-V/<i> �] & �[`e$ ] ��V w5V/<-kWVG&�(*<Wsc.��_�Ep`�IYVG& � TRT�Tw32BjS)+" ] s ��Z�&+`RI�FeIc(�$'(*,tE�(z,�)�"-V�ZVp&+,�`R<WVo<c$z`e_RFv$'(*,t(*VG& ] <Ws ] <-k 8=Vo,t_S`h&�E�(*VG& ] <-s � ('E�E+VG$z,�Vp(*<-Vp& F ] E+`R<-`���Vo<��`RI%('$*Vo<�Z�$ FHE�E�>A`e&+��.-4#V/noV/� IYVG& � TRT�TL�2DjaE+V/����Vp& ��jSVos���V/<aE+��`%kWVG$�$*V n ] & Z&+`R��`eE+`h&pV/<-kWVGE+Vp_�E�(*`R< ] <Wk � Fh<-kWVo,�,�6c&GFh)+"-V/<c(*kWVo<cE�(��W_RFHE�(*`�<l.!#6%&�('$ � T�TRT�32 �[`Rs�VG$ � ! ] E+`R��FHE�(*,�)+"WV :=kWVo<aE�(��W_RFHE�(*`�< uS`�< � ('&+<�FH&+VXFH$*V/< (z< 6c&H�Fv8 ] <-k (*<aE�&GFh`R6YVp&GFHE�('uaVo< C�wg8! ] >�<�Fh"-��V/< k-V/,KLKV/"c('&+<W,/.�C Fv( � T�TRT

q�Q

Page 37: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� � � EA>7E �:��`D!#"%$'&�(z)+"-,/.c032'.���(*,�,�Vo<W,�I�Fh,m(zVG&�E+V#FH_�E�('uaVKj�noV/<-V/<-V+yW6c$*`h&GFHE�(*`�<l.%JWFe)+"WsRV/,�6c&H�Fe)�" �cC `�k-Vp$'$*I�Fe,t(*Vp&�EpV U ('$*k�Fe<�FH8$'�c,�Vh.1JL�! � � J�KC . � Fv&�$*,t& ] "-Vh.�xRTS2PORTS2 � T�TRT!B"c$'&�(*)+"W,o. 032'.l!#<�!#6-6%&+`SFe)�" E+`�!#)pE�('uSV � <-`X@5$*V/k-s�VG8 U Fe,�V/k j�)/Vo<WV � yW6c$*`e&GFvE�(*`R<1. � T ��� jWL � j :r<c8

E+VG&+<�FHE�(*`�<�Fv$�f^`�<c>�Vp&+Vo<W)oVB`R< � <W`X@5$*VokWsRVp8 U Fh,�Vok�ja�c,tE+Vo��, Fe<Wk�!#6-6%$'(*Vok !�&�E�(���)G( Fv$ :=<aE+Vp$'$'(*sRV/<-)/Ve.1fgFh� 8Ic&�(*kWsRVh. � <-sh$ Fh<-kl. �X� 2 � x�2 � TRT�TU FvE�$�(*<-Vp&v. !N2 � � ] Vp&+,�)�"-<c('E�E+6%&p`�Ic$*V/� � j�V/sR��V/<aE�(*Vp& ] <Wsc. �[Vp&+I-��`RI%('$ Z�&+`��tVp_�E�$*V/<c_ ] <-s�,�,m('E+n ] <Wsc.

jaE ] E�EpsaFH&�EX. � xS2PO � 2PTRTU^] )�_S`X@N. bc2 � � V ] V�@�`e&�E+I�Fe,t(*Vp&�E+V�6%&+`R,�`�kc(*,�)+"WV C Vp&�_c��FH$*Vh.�� � w U C�� U : � !�_ ] ,tE�('_�87� `e&�_c,�"-`�6l.

45&+V/,�k-V/<l.1x � 2PO � 2 � TRT�TU^] )�_S`[email protected] �lJ-Fh,tE�Fe<Wk w5`�I ] ,tE3J%VvFvE ] &+V/,#>A`e&�Z&p`�,�`�kc(*) f�$ Fe,�,t(���)vFvE�(*`R<1.�C�FH&�(*V/<�I�Fek1.1�5,�)+"WVo)+"%(*Vo<1.

� q�2PO�T�2 � TRT�TU^] )�_S`[email protected]%2 ��C ] $'E�('87$'(*<Ws ] FH$�Z&p`�,�`�kc(*)NZ�&+`�)oV/,�,t(*<-s%.c��Vp$*k-"W`XuSV/<l. � (*V/k-Vp&�$ Fe<-kWVe.YORxS2PORTS2 � T�TRT4BVo<WnG$*Vp&X.�b%2 ��!�_%E�('uaV/,�j�V/"-V/< n ] & � )+"aE+noVp('E+`RI��mVp_�E�uSVp&�>�`h$*s ] <-sc.c�B(*,t(*`R<iLB&p` ] 61.�JS&GF ] <-"-`h>�Vp&�L�Vo,�Vp$'$'8

,�)+"�Fv> EX. � &�$ Fe<WsRV/<l.�x�x�2PO�q�2PT�T4BVo<WnG$*Vp&X.�b%2 ��f^` ] 6%$'(*<-s}w#F/�c,�� Z�&+`�I�FhIc('$'(*,tE�(*)NC `�kWVG$'(*<WsDFh<-k ��&GFe)�_�(*<Ws�`e>[C ] $�E�( ��6�Fv&�E��#I��mV/)GE+,/.

j�V/� (*<�Fv&BkWVo,KjcJ U � xa\a.�05<%('uSVp&+,t('E �FHEK0g$*��. � dc2PO � 2PT�T4BVo<WnG$*Vp&X. b%2 � !5_�E�('uSV/, jSVo"-V/< >+�] & kc(*V (*<-k ] ,tE�&�(*VG$'$*V U ('$zkcuSVp&GFH&+IYVp('E ] <-s%. J-Fh)+" ] <aE+VG&GF ] ,�,�,�)+" ] ,�,

��4 � � ��4�: � !#<%>�`h&+k-Vp& ] <-s�Vo< Fe< (*<-k ] ,tE�&�(zVG$'$*V U ('$*kcuaVG&GFv&pIYVp('E ] <WsR,�,t�c,tE+Vo��V��. � Fv(*,�VG&+,t$ F ] E+VG&+<1. � � 2PO�Q�2PT�T4BVo<WnG$*Vp&X.1b%2 � � <W`X@5$*VokWsRV U Fh,�V/k :=��FhsRVKFh<-k j�6YV/Vo)+"D!#<�Fv$'�c,m(z,>A`e&Kj�Vp&�u�(*)oV3w5`RIY`eE+,/.c:mf5f�� � `e&�_�8

,�"-`�6 `�< :=<aE+V/se&GFHE�(*`�< `h>gjS61V/V/)+" Fh<-k :r�DFhsRV�!#<�Fv$'�c,m(*,/. � `h&�> ] .1L#&�(*V/)+"-V/<c$ Fh<-k1.1x � 2PORTS2PT�T4BVo<WnG$*Vp&X. bc2 � Z�&+`�I�FeI%('$'(*,tE�(*) j�V , ] Vo<W)oV C�`�k-Vp$'(*<-s�@5('E+"�!B6-6c$'(*)XFvE�(z`R< E+` u�(*, ] FH$V/sR` �a$*`�)XFH$�(*nvFvE�(*`R<1.

U F/�SV/,t( Fe< LB&+` ] 6�j�V/� (*<�Fv&X. U &GFH(*< Fh<-k�f^`�sR<%('E�('uSV�j�)p(*Vo<W)oV�4#Vo6�FH&�E+��Vo<aEX. 05<c(�uSVp&p,t('E��i`e>5w5`�)+"-V/,tEpVp&X.w5`�)+"WVo,tE+VG&X.�0�j�!N. � T�2 � � 2PT�T4BVo<WnG$*Vp&X.1b%2 �1f^`R� Ic(*<c(z<-s f^`R��6 ] EpVp&BLB&GFe6W"c(*)/,BFh<-k f^`���6 ] E+VG&��#(*,t(*`R< �-�#(*, ] Fv$�j�Vp$'> 8 �1`�)vFv$'(*nXFHE�(*`R<

Ia��Z�FH&�E�(*)p$*VKJ�('$'E+VG&+,/.a�#(*,t(*`R< Fh<-k�w5`RIY`hE�(*)o,gj�Vo� (*<�FH&X.%f^`���6 ] E+VG&jS)G(*V/<-)/VK4#V/6�Fv&�Ep��V/<aEv.a05<c('uaVG&+,t('E���`h>w5`�)+"WVo,tE+VG&X.�w�`%)�"-V/,mE+Vp&X.�0Kj�!N.YO � 2 � xS2PTRT4BVo<WnG$*Vp&X.b%2 ���B6cE�(*� (*VG& ] <-s�,pFh<-,+FvE+n�> �] &Kk%(*V :=<aE+V/se&GFHE�(*`�<�uS`R< � Fe��Vp&GFeIc('$zk-VG&+<�IYVG(�k-Vp& � $ Fe,�,t(��-_RFv8

E�(*`R<1.1jcJ U QRO�q�jaEGFvE ] ,�,�V/�}(*<�FH&X.cZ`�����Vp&+,t>�Vp$*k-V/<l.-OS\R2PO � 2PTRT4BVo<WnG$*Vp&X.-bc2 �c!#<�FH$'�c,�Vh.�f^`�k%(*VG& ] <Ws ] <-k �[VG&GFv&pIYVp('E ] <WsNuS`�<���(*)+"aE�>�Vp$*k-Vp&+< n ] &BL�VG@5(*<W< ] <-s�&+VvFv$'(*,tE�('8

,�)+"-Vp&�C�`�k-Vp$'$*k�FvEpV/<l.YjcJ U Q�ORq�jaEGFHE ] ,�,�Vo� (*<�Fv&X.WZ�`R����VG&+,t>AVG$*kWVo<1.-OS\a2 O � 2PTRTJ�(*,�)+"WVG&X.-b%2 ��f^`�� Ic(*<%(*<-s�jaEGFvE�(z,mE�(*)/,[@5('E+" j�V/�DFh<aE�(*) � VGE�@�`h&�_W,�(*< F�w5VvFv$'8=�g(*��V�4�( FH$*`�s ] V�ja�c,tE+Vo��.

jcZ � f5�KC �PTRTS.1C�`R,t_RF ] .1w ] ,�,t$ Fe<Wkl.-O � 2 � OS2 � T�TRTL3Fv$'$'@5('E+ne.[J 2 �^j�6YV/Vo)+" w5V/)o`�sR<%('E�(*`R< Fe<Wk�Z�&+`�,�`�k%�R. � `e&�_c,�"-`�6�`�< w5V/)oV/<aE !#kcuRFh<-)/Vo,�(*< jS61V/V/)+"

w5V/)o`�sR<%('E�(*`R<1.�!EGFh� (7.�bSFh6�Fh<l.-ORQS2PORxS2 � T�TRTL3Fv$'$'@5('E+ne.YJ 2 �-�5"WV�j�6Y`h_SV/< 45( Fv$*`Rs ] V ja�c,tE+V/� � ��!Kw3.-!#kcuRFh<-)/Vok��Vp$*V/)o`���� ] <c(*)XFHE�(*`�< w5V/,�VvFv&+)+"

:=<W,tE�('E ] E+V�:r<aEpVp&+<�FvE�(*`R<�FH$[?7!���w�M+. � �a`eE+`c.YbSFh6�Fh<l. � OS2PORxS2 � TRTRTL3Fv$'$'@5('E+ne.lJ�2 ��j�6YV/Vo)+"�w5Vo)/`�sR<c('E�(*`�< Fh<-k�Z�&+`R,�`�kc��.-!#kcuRFh<-)/Vok���VG$*V/)o`���� ] <%(*)vFvE�(*`R< w5V/,�VvFv&+)+" :r<c8

,tE�('E ] E+VN:=<aE+VG&+<�FHE�(*`�<�Fv$�?7!��#wKM�. � �a`eE+`%.�baFe6�Fh<l. � O�2PO�x�2 � TRT�TL3Fv$'$'@5('E+ne.-J�2 �cZ�&+`R,�`�kc(*)#:r<c>A`e&+��FHE�(*`�< >A`e&�:r<aE+Vosh&GFHE+Vok � `h&+k��cFh<-k � U ` ] <-k�Fv&�� w5Vo)/`Rs�<c('E�(*`�<l. � j-f^!

� `h&�_c,�"W`R6�`R< 45( FH$*`�s ] V�Fh<-k Z&+`R,�`�kc��.c�[VG$*kW"-`XuaVo<l. � (*V/k-VG&�$ Fh<-kWVe.YORxS2PORTS2PTRT��] IYVG&X.�w32 � � ��`eE�(*`�< (*< � � w U C�� U :��.i� � w U C � U : � Z�&+`�,�`%k%(*Vp87� `e&�_c,�"-`�6l. � &�$ Fe<WsRV/<l.

qa\

Page 38: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

x � 2PO�q�2 � TRT�T��] IYVG&X.�w32 �-� � w U C � U :���D4#V/��`�<-,tE�&GFHE�(*`�<l.c��Fes k-Vp&3:r<c>A`e&+��FHE�('_Y. � &�$ Fe<WsRV/<l.�q�O�2POhdc2 � TRT�T��] IYVG&X. w32 � � ��`eE�(*`�<-,�VG&�_aVo<W< ] <-s � !5_�E ] Vp$'$*Vp& jREGFe<Wkl.�� � w U C � U :�� !�_ ] ,tE�('_�87� `e&�_c,�"-`�6l.

C �] <-)�"-Vo<1.1x � 2 � � 2 � TRT�TL�V/I-"�FH&+kl.a!N2 ����(*,�,�V/<-,�I�Fh,t(*VG&�E+V�L�V/,m(*)�"aEp,���`�k-Vp$'$'(*Vp& ] <-s ] <-k � Fe��Vp&GFe,tE+V ] VG& ] <-s3n ] &!#<�Fv$'�c,�V#uS`�<

Z�FHE�(*V/<aE+Vo<WsRV/,t(*)+"aE+VG&+<l. U ('$*k%uSVp&GFH&+IYVp('E ] <-s�> �] &#k%(*V�C�V/kc(*np(*<l. � Vp(*k-Vp$*IYVp&ps%.�O � 2PO�q�2 � TRT�TL�V/I-"�FH&+kl.!�2 � � &+,tE+V/, ja�c,tE+Vo� n ] & 45( FhsR<W`R,�V ] <aE+Vp&p,tE��] Epn ] <Wsiua`R< LKV/,t(*)+"aE+,�6�Fv&+Vo,�V/<l.�j%J U Q�ORq �

!5&+IYVG(�Ep,tEGFhs ] <-sc.�Z�`�����Vp&+,m>AVp$*k-V/<l.-ORQS2PO � 2 � T�TRTL�V/I-"�FH&+kl.�!N2 �l!#)GE�('uaV�ja�c,tE+V/� E+` L�Vo<WVG&GFvEpV3�#(*Vp@#,�`h>J-Fh)G( Fv$ JcVXFHE ] &+V/,#@5('E+"ij�VG$zVo)pEGFeIc$zV w5Vo,�`h$ ] 8

E�(*`R<1.c�#(*,t(*`�< C�`�k-Vp$'$'(*<-s�Fe<Wk �#(*, ] FH$'(*nXFHE�(*`�< �PT�T�. � &�$ Fe<WsRV/<l. � ��2 � � 2 � TRT�T� VG(*sh$7. U 2 ��fgFe��VG&GF�fgFH$'(*I%&GFHE�(*`�<�> &+`R� � y%EpV/<-kWVok :r�DFhsRVKjSV , ] Vo<-)/V/,>A`e& �Y(*s�"aE ��VG$*k�w5Vo)/`R<W,tE�& ] )GE�('8

`�<l.c��CD�#87� `e&�_c,�"-`�6l. � &�$ Fe<WsRV/<l. � \a2 � � 2 � TRT�T� VG(*sh$7. U 2 �l!#<�FH$'�c,�Vh.�f^`�k%(*VG& ] <-s ] <-k���Vp&GFH&+IYVp('E ] <-s�ua`R< �Y(z)+"aE�>AVp$*k-Vp&p<1.l!5&+I1Vp('E+,tEGFes ] <Ws�kWVo,�j%J U

Q�ORq�.YZ�`R����Vp&+,t>�Vp$*k-V/<l.-O�Q�2PO � 2 � TRT�T� VG(*sh$7. U 2 ���#6%E�(*� (*VG& ] <WsR,�6%&p`�Ic$*V/��VN(*� ��VG('$*6%&+`��tVG_�E}fgx�. !5&+IYVp('E+,m_�&+Vp(*, �#6%E�(*�}(*Vp& ] <Wsc. � &�$ Fe<WsRV/<c8

��Vo<W<-Vo<%$*`R"WVe.YO � 2PORQS2 � T�TRTC�Vp&+ne. �32 �[!#)GE�('uaV Fe6W6c&+`SFh)+" >�`h&}"-`h$*`Rsh&GFe6W"c(*)�<-`�<c8=kWVo,tE�& ] )pE�('uSV�E+V/,tE�(z<-s�`e>#,+FvEpVp$'$'('E+V > ] Vp$gEGFe<c_c,/.

jcZ�: � :r<aEpVp&+<�FvE�(*`R<�FH$ja�c��6Y`R,t( FN`�< :r<-k ] ,tE�&�( Fv$"� Fh,�Vp&+,�� :r<-,�6YVo)pE�(*`R<1.�C �] <-)+"WVo<1. � QS2PORQS2PTRT� (*Vo��Fe<W<l. � 2 �RjaEGFHE�(*,tE�(*)XFH$a!#6-6%&p`aFe)+"�E+`#:=<aE+V/<-,t('E;� U Fh,�Vok �#I��mV/)GE�w5Vo)/`Rs�<c('E�(*`�<l2H4KFhsR,tE ] "%$Wj�V/� (*<�Fv&

T�TedST � `�< f^`�<aEpV/<aE � U Fe,�V/k :=��FhsRV�w�VGE�&�(*VpuRFH$7.�jS)+"c$*`�,�,#4KFes�,tE ] "c$�.c��FekWVG&+<l.�O���2 � x�2 � TRT�T� (*Vo��Fe<W<l. � 2 �H!#<�FH$��W,�Vh. � `�kc(*Vp& ] <Ws ] <-kB��Vp&GFH&+IYVp('E ] <-sgua`R< �Y(*)+"aE�>AVG$*kWVG&+<l.e:r<aEpVp&+kc(*,�np(*6c$'(*<��FH&+V/,   V/<c8

E�& ] � >+�] & � (*,�,�Vo<W,�)�"�FH> E�$'(*)+"-V/,#w5V/)+"-<WVo<�?=:7� wKM�.%J-Fv_ ] $'EH�FvE>+�] &�Z["a�c,t('_ ] <Wk�!#,tE�&+`R<W`R� (*Vh.W05<%('uSVp&+,tE�(=�FHE� Vp(*k-Vp$*IYVG&+s%.�x�x�2PO�Q�2 � TRT�T� �`eE+"l. � 2'.-!#)o` ] ,tE�(*)�Fe<Wk :=<%>�`h&+�DFvE�(*`R<��5"-V/`e&+VpE�(*) U Fe,�V/k j ] I�� `e&+k 0�<c('E+,g>�`h&���Fe<Ws ] FhsRVN:=kWVo<aE�('8

��)XFHE�(*`�<l.�43LK! � `e&�_c,�"-`�6l.�Z�Fv&�(z,o.�JS&GFe<%_�&pVp(*)+"1. � TS2PORxS2 � T�TRT� �`eE+"l. � 2'. Z�&+`�,�`%k%(*,�)+"-V :=<c>A`e&+��FHE�(*`�< � U V/se&�(��l,�IYVo,tE�(*��� ] <-s ] <-k �5] E+n/Vo<�>+�] &Nk�Fe,Nj�6%&/Fh)+"auSVp&+,tE+VG8

"-V/<l.�0�<c('uSVp&+,t('EH�FHE�Z�`hE+,�k�Fe��.cOR�S2PORqS2 � T�TRT� �`eE+"l. � 2'.1j�6%&GFe)+"WVG&�_aVo<-< ] <-s%.-05<c('uaVG&+,t('EH�FHEKZ�`eE+,�k�Fe��.-OR�S2PORqS2 � T�TRT� �`eE+"l. � 2'.-!#)o` ] ,tE�(*)�Fe<Wk :=<%>�`h&+�DFvE�(*`R<��5"-V/`e&+VpE�(*) U Fe,�V/k j ] I�� `e&+k 0�<c('E+,g>�`h&���Fe<Ws ] FhsRVN:=kWVo<aE�('8

��)XFHE�(*`�<l.�:tj�� � �3LB8;O � � `e&�_c,�"W`R6l. U ` ] $*k-Vp&X.-0Kj�!N. � xS2PORqS2 � T�TRT� �`eE+"l. � 2'.l05,t(*<-s Z�&+`�,�`�k%(*)�:=<c>A`e&+��FvE�(z`R< (*<ij�6YV/Vo)�" 05<Wk-Vp&p,tEGFh<-kc(z<-s ja�c,tE+Vo��,/.-!����K�3.lJ $*`h&+"�Fh�

Z�FH&�_Y.�0KjS!N. � q�2POhdc2 � TRT�T� �`eE+"l. � 2'. !B)o` ] ,tE�(*) J%VvFvE ] &+V/,�>A`e& Z�&+`R,�`�k%(*)�:=<%>�`h&+�DFvE�(*`R<1.D!����K�3. J�$*`h&p"�Fe� Z�FH&�_Y. 0KjS!N.

�X� 2POhdc2 � TRT�T� �`eE+"l. � 2'.�Z�&+`�,�`�k%(*)}? �HMgf�$ Fe,�,�V/,/.�!����K�3.1J�$*`h&p"�Fe� Z�Fv&�_Y.�0Kj�!N.YxROS2POed%2 � T�TRT� �`eE+"l. � 2'.%Z&p`�,�`�kc��(*< ! ] E+`��DFvE�(*)�jS6YVoV/)+"�05<-k-Vp&+,tEGFe<-k%(*<-s �H� "W`�Fv&pVg('E+,^Z�Fv&�E+<-VG&+,/.R!�������.�J�$*`e&�8

"�Fh� Z�Fv&�_Y.�0�j�!N.1x�x�2POhdc2 � TRT�T� �`eE+"l. � 2'.05,t(*<-s�Z�&+`R,�`�k%(*)}:=<%>�`h&+�DFvE�(*`R<�(*< jS6YVoV/)+"�05<Wk-Vp&+,mEGFh<-k%(*<-s jR�W,tE+V/��,o. : U C . � `e&�_�E+`X@#<

� Vp(*sR"aE+,/.10KjS!N.1x�Q�2POhdc2 � TRT�T� �`eE+"l. � 2'.-!#)o` ] ,tE�(*)�Fe<Wk :=<%>�`h&+�DFvE�(*`R<��5"-V/`e&+VpE�(*) U Fe,�V/k j ] I�� `e&+k 0�<c('E+,g>�`h&���Fe<Ws ] FhsRVN:=kWVo<aE�('8

��)XFHE�(*`�<l. ��(*<-)/`e$*< � FhIl. �lV+y%(*<-shE+`R<1.�0Kj�!N.1x�T�2 Oedc2 � T�TRT� �`eE+"l. � 2'.��5"WV � &�$ Fe<WsRV/< jS61`h_SV/< 4�( FH$*`�s ] V ja�c,tE+Vo� � ��!Kw���! jaEGFvE+VG8=`h> 87E+"-Vp8=!5&�E :=<%>�`h&p��FvE�(*`R<

w5VpE�&�(zVGu Fv$�ja�c,tE+Vo��.cC :r�3. U `R,tE+`R<1.-0Kj�!N.1q�O�2 Oedc2 � T�TRTq��

Page 39: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

� �`eE+"l. � 2'.�45(*V � &�_aVo<W< ] <-s�,�6-"�Fe,�Vg(*< Vp(*<-V/� ,�6c&GFh)+"auSVp&+,tE+Vo"WVo<-kWVo< ja�c,tE+V/� .�!5&+IYVG(�Ep,�sh& ] 6-6YV/<-,�V/�}(�8<�Fv&#k-Vp& �#� � � � $'(*<%('_Y.�0�<c( � &�$ Fh<-s�Vo<c8 � �] &+<�IYVG&+s%.�OS\R2POS\R2 � T�TRT� �`eE+"l. � 2'.��5"WV � &�$ Fe<WsRV/< jS61`h_SV/< 4�( FH$*`�s ] V ja�c,tE+Vo� � ��!Kw���! jaEGFvE+VG8=`h> 87E+"-Vp8=!5&�E :=<%>�`h&p��FvE�(*`R<

w5VpE�&�(zVGu Fv$�ja�c,tE+Vo��.c: U Ci. U V ��(*<-sc.Yf"%(*<�FS. � TS2POR�S2 � T�TRT� �`eE+"l. � 2'.��B<�Ep"WV�05,�V�`h> Z�&+`R,�`�kc��(*<�! ] E+`��DFvE�(*)�4�( FH$*`�s ] V 05<-kWVG&+,tEGFe<Wkc(*<-s%. � jWf! � `e&�_c,�"-`�6

`�< 45( Fv$*`Rs ] V�Fe<Wk Z�&+`�,�`�kc��. � (*<-k-"W`XuSV/<l. � (zVok-Vp&�$ Fe<Wk-Vh.1O�q�2PO�T�2 � TRT�T� �`eE+"l. � 2'.�w5Vo,�VXFH&+)+" :=,�, ] V/,�>�`h&�E+"-V � Vpy%E L�Vo<WVG&GFvE�(*`R< jS6Y`e_aVo<�4�( FH$*`�s ] V jR�c,tE+Vo��,/.��Kj%4 �PTRTS.

C�FH&�( Fh<-,t_SV � Fhno<WVe.��5,�)�"-V/)+"c(*,�)+"-V�w5V/6 ] Ic$'('_Y. � q�2PO�T�2 � TRT�T� �`eE+"l. � 2'.B:r<c>A`e&+��FHE�(*`�< �5"-V/`e&+VpE�(*) U Fh,�Vok j�V/sR��V/<SE+,�>A`e&��Fe<Ws ] FhsRVi:rk-V/<aE�(���)vFvE�(*`R<1.��Kjc4 �PTRTS.

C�FH&�( Fh<-,t_SV � Fhno<WVe.��5,�)�"-V/)+"c(*,�)+"-V�w5V/6 ] Ic$'('_Y. � q�2PO�T�2 � TRT�T� �`eE+"l. � 2'.�#<�E+"WV 05,�V `e>Z�&+`�,�`�k%� (*<�! ] E+`R��FvE�(z) 4�( FH$*`�s ] V}05<-kWVG&+,tEGFe<Wkc(*<Wsc.�!�:�:r! � `e&�_c,�"-`�6l.

��&pV/<aE+`c. � \a2 � x�2 � TRT�T�B"c$*Vp&X.-032 �-:=<aE+Vp&+61`h$'(*Vp&�E+V ] <-k�kc(*,t_�&�(*� (*<�FvE�(�uSV#C�FH&�_S`Xu�_aVGE�E+V/<�n ] &^> ] <c_�E�(*`R<WVG$'$zVo<�!#<W<-`eEGFvE�(*`R< uS`�<

4 � !�8mj�V , ] Vo<WnoV/<l. �#IYVp&+,�Vo� (*<�Fv&BkWVG&%��J � �5"WVo`h&+VGE�(*,�)+"WV�:r<c>A`e&+��FHE�('_Y. � C�0�C ] V/<-)+"-V/<l. � x�2 ORx�2 � TRT�T�B"c$*Vp&X.1032 �ljaE+`�)+"�Fh,tE�(*) jSVos���V/<aE#C `�kWVG$*,5E+`�:=k-V/<aE�('> � Z&p`���`eE+Vp&Bw5V/se(*`�<-,g(*< E+"WV�4�&p`�,�`R6W"c('$ F�LKVp8

<-`���Ve.�4�&p`�,�`R6W"c('$ F�LKV/<-`���V�Z�&+`��tVo)pEX. U VG&�_aVG$*Vp�R. � \R2 � xS2 � T�TRTZ�F ] $ ] ,o.�4�2 ��!#)pE�('uSV � <W`X@5$*VokWsRV U Fe,�V/k � yW6c$*`h&GFHE�(*`�<l.-:mf���j �PT�T�. � Fe,#Z�FH$*��Fh,�kWV LB&GFe<�f�Fh<�Fv&�( F�.

� dc2 � 2PTRTZ�F ] $ ] ,o.�4N2 � �[Vp&�>A`e$zs ] <Ws >7FH&+I%(*sRVp& Z ] <%_%E+V �}('EN!#<a@�V/<-k ] <-s�V/< n ] &}j�n/Vo<-V/<-V+yW6c$*`h&GFHE�(*`�<l. � Vp(*k-Vp$'8

IYVG&+s%.1f^`e$'$*` , ] ( ] � k-Vp&34�JL Jc`h&+,�)�"-VG&+sh& ] 6W61V U Vp@�V/s ] <-s�,+Fe<�Fv$'�c,�Ve.YORxS2PORxS2PTRTZ�F ] $ ] ,o.4�2 ��j�Vp$*V/)GE+V/k�!#6W6c$'(*)XFHE�(*`�<-,N`e>5C `�kWVG$'$'(*<Wsc.[jcJ U QRO�q ] <-k�L � qv8;4 U ('$*k�Fh<�Fv$'�c,�Vh.�wg(*<Wse8

ua`e&�$*V/, ] <-s%. � &�$ Fe<WsRV/<l. � q�2POa\a2PT�TZ�F ] $ ] ,o.Y4N2 � �#I��tV/)GE#$*`�)XFH$'(*nXFvE�(z`R< ] ,t(*<Ws})/`e$*`h&�"c(*,tE+`�se&GFh��,/. � 2W� `e&�_c,�"-`�6 JWFH&+I-I%('$*kcuaVG&GFv&+I1Vp('E ] <Wsc.

:7$z��V/<�F ] .1\R2 � OS2PTRTZ�F ] $ ] ,o.�4N2 � � (*,tE+`�se&GFh����uaVG&+sh$*Vp(*)+" n ] & � &�_SV/<-< ] <Ws�>rFv&+Ic(*s�VG&}�BI��mVp_�E+V (*< &+VvFv$*Vo< 05��sRV/I ] <WsRV/<l.

�#(*,t(*`�< :r<aE�&pV/,tEKL#&+` ] 6l.-J�"1L � &�$ Fh<-s�Vo<1.�xRqS2 � � 2PTRTZ�F ] $ ] ,o.Y4N2 ��!�_%E�('uaVo, U ('$*k%uSVp&p,tE+V/"-V/<l.��#0 U Vp&�$'(*<l.�:r<c>A`e&+��FHE�('_ � `h$'$*` , ] ( ] ��.�Oa\a2 � x�2 � TRT�T� FH&+<c_aVe.[��2 ��4�(*,�)G&�(*� (*<�FvE�('uSV � ,tE�(*��FHE�(*`R< `h>�:=<aE+Vp&+6Y`e$ FvE�(z`R< Z�FH&GFh��VpE+VG&+,�>A`e& � Fh<-s ] FhsRV C�`�k-Vp$

f�$ Fe,�,t(���VG&+,/.1:tf^!�j-j%Z TRT�.�Z["-`�V/<c(�y1. � ��2PO�q�2 � TRT�T� FH&+<c_aVe.a��2 �-:=<aE+V/se&GFvE�(*<-sNC ] $'E�(z6c$*V � <-`X@5$*V/k-s�V�j�` ] &+)/Vo,[>A`e&�� `e&+k � �c61`hE+"-V/,�Vo,5L#&GFh6-"�:=<aE+Vp&p6%&+VG8

EGFHE�(*`�<l. � 0BwB�3jcZ ��� f � TRTS. U] k�Fh6YVo,tEX.-ORQS2PORTS2 � T�TRT� FH&+<c_aVe.c��2 ��! jSVos���V/<aE U Fe,�V/k !#6W6c&+`SFh)+"�>A`e&KZ�&+`�,�`%k%(*) U ` ] <-k�FH&��D4BVGE+V/)GE�(*`�<l.��Kj%4�TRTS.�C�FH&�('8

V/<�I�Fek1. � QS2PORTS2 � T�TRT�[] Fe<l.fB2 ��#I��mV/)GE �1`�)vFv$'(*nvFvE�(*`R< (*< x�4 :=��Fes�Vo, U Fh,�V/k `R< � `R"-`�<-V/< � ,�j�VG$�> 8m��&+sSFe<%(*nXFHE�(*`R< J%VvFv8

E ] &+V�C Fh6-,/. � TRT�T :r<aE+VG&+<�FvE�(*`R<�FH$b�`e(*<aE}f^`R<%>�Vp&+Vo<W)oV�`�< � V ] &GFH$ � VGE�@�`e&�_c,/. ��Fh,�"c(*<WseE+`R< 4�fB.�0KjS!N.� x�2POa\a2 � TRT�T  `RIYVG$7.YCi2 �YJc`h&�Ep,�)+"%&�('E�E+,m_�&�('E+Vp&�(*Vo<�(z� ��VG('$*6%&+`��mVp_�E U xS.-!5&+IYVG(�Ep,t_�&+Vp(*, � ] FH$'('EH�FvEp,t_�&�('E+Vp&�(*Vo<�k-V/,3j%J U

Q�ORq�. � &�$ Fe<WsRV/<l. � Q�2PO�q�2 � TRT�T  `RIYVG$7.cC 2 ���B6cE�(*� (*Vp& ] <-s�,�I�Fh,m(zVG&�E+V � )+"aE+noVp('E �a�[Vp&�>A`e$zs ] <WsNuS`�<DL�V/,m(z)+"aEpVp&+< ] <-k (*"c&+V/< U V/,tE/Fh<-k%E+VG('8

$*V/<l.�!5&+IYVp('E+,t_�&pVp(*,K�B6cE�(*� (*VG& ] <-s kWVo,KjcJ U QRO�q�. � &�$ Fh<-s�Vo<1.�Oed%2PO � 2 � T�TRT  `RIYVG$7.gCi2 �B�B6cE�(*� (*Vp& ] <-s�,�I�Fh,m(*Vp&�E+V �#I��mVp_�E�_%$ Fe,�,t(��-_RFvE�(*`R< ] <-k��#I��mVp_�E�$*`e_RFv$'(*,+FHE�(*`�< � ('E�EpVp$*, !#<c8

,t(*)+"aE+V/<-6c$ Fh< ] <Wsc.1j�V/� (*<�Fv&BkWVo,Kj%J U QRO�q�.�Z�`�����Vp&p,t>AVG$zk-V/<l.-ORQS2PO � 2 � T�TRT  `RIYVG$7. C 2 �f^` ] 6%$'(*<-s�w#F/�c, ��Z�&+`�I�FhIc('$'(*,tE�(*) C�`�k-Vp$'(*<-s�`e>�jS6�FvE�( FH$�4BVo6YV/<-k-V/<-)p(*V/,/.�:r<aE+VG&+<�FvE�(*`R<�FH$

q�T

Page 40: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

f^`R<%>�Vp&+Vo<W)oVN`�< :=��Fesh(*<-s�jS)G(zVo<-)/Vh.�ja�c,tE+V/��,/.-Fe<Wk ��Vo)+"W<-`h$*`Rsh�R.(� Fe,g�[V/sSFe,/.lxR�S2PORQS2 � T�TRT  `RIYVG$7.C 2 ���&GFe)�_�(*<Ws `e>5Z�&+`RI�FeI%('$'(*,tE�(*)vFv$'$'��f^` ] 6%$*V/k J%VvFvE ] &+Vo,/.l�#(z,m(z`R<l.C�`�k-Vp$'(*<-s%.Fe<Wk��#(*, ] Fv$'('8

nXFHE�(*`�< �PTRTS. � &�$ Fh<-s�Vo<1. � \R2 � � 2 � T�TRT

� � 6 � DFE � �96�� Dk6 GK� � � � � � � D�6>�� � � � � > >$89IU@ � � J#� � D�6>45(*V/,�Vo,^4#`e_ ] ��V/<aE�@ ] &+k-V[ua`R< kWVo< C ('E+sh$'(*VokWVG&+<k-V/, �lV/"c&+,tE ] "c$z,l>+�] &�C ] ,tE+Vp&pVp&�_SV/<-< ] <-s5(*<����+� � �Vp&p,tE+Vp$'$'EX2

�5"%(*,BkW`�) ] ��V/<aEg@BFe,5)p&+VvFvE+Vok�Ia��E+"-V3��V/� IYVp&p,`h>�E+"WV � ��K�QbJ1n"YRJ�h KMIOION�J�T J NLo�YLPRT�QIQ%YRT (*< ���+� � ��2

� ,�@ ] &pkWV uS`�< 45(*VpE�&�(*)+" Z�F ] $ ] , ] <-k � $*��FH&� �`hE+" n ] ,+Fe����Vo<WsRV/,mE+Vp$'$'E ] <Wk Vok%('E�(*VG&�EX2

4�(*VGE�&�(*)+" Z�F ] $ ] ,gFe<-k � $*��Fv& � �`eE+" Fv&+V�E+"WV#Vok%('8E+`h&+,o2

05<aE+Vp& �[Vp&�@�V/<-k ] <-s ua`R< ��������� @ ] &+k-V�V/,<�Fh)+"����� )o`�<auSVp&�E�(*VG&�EX2

:�E�@5Fe,5)/`R<auaVG&�E+V/k E+`������ �@B('E+" ����������2

� 2�C Fv(�x�ORO�O

daO

Page 41: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

��������

�������������� ������������������

��������

����

U ('$*k � d � U Vp(*,�6c(*Vp$5>+�] &}!#� I%(*s ] ('EH�FHE+Vo< np@5(*,�)+"-V/<��#I��tVp_�EpV/< ] <Wk kWVG&+V/< ! ] �`�, ] <Ws � ('E�E+Vp$*, !#<-,t(*)+"%8E+Vo<W6c$ Fh< ] <Wsc2 45(*V���Fh,�,�Vo< ,t(*<-ki< ] & ] <aE+Vp&+,�)+"-Vp(*k-I�Fv&X.l@�V/<-<ik%(*V   (��lVp& F ] >gk-Vp&N��`h&+k-Vp&p,�Vp('E+V},t(*)+"aE+I�FH&(*,tEX2

d �

Page 42: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

.

.

.

1pp

23

p

.

.

.

.

ddd

123

MLP zur Grenzklassifikation

LM HMMs

G1-p

G

p

Worthypothesengraph

prosodisch etikettierter

prosodische

Merkmalberechnung

Merkmalberechnung

weiche Vektor-quantisierung

akust.-phonetische

Worterkennung +Grenzklassifikation

U ('$*k �X� �Y:=<aE+Vosh&�(*Vp&�E+VB��Vp&GFH&+IYVp('E ] <-s $ F ] E�$'(*)+"-Vp& ] <Wk 6c&+`�,�`%k%(*,�)+"-Vp&#:=<c>A`e&+��FHE�(*`�<

prosodischeBewertung

vorhersageKonzept

DialogManager

WHG

Grammatikfragmentenmit

linguistische Analyse

U ('$*k � Q �H!5&+)+"c('E+Vp_%E ] & k-V/,�C�`�k ] $*, n ] & $'(*<Ws ] (*,tE�(z,�)�"-V/<�!#<�FH$��c,�V��}('E�,tE/FvE�(*,tE�(*,�)+"-Vp& � `R<-n/V/6cE�uS`h&+"-Vp&+,pFhsRVh.6c&+`�,�`�kc(*,�)+"-Vp& U VG@gVG&�E ] <Ws ] <Wk LB&GFe���DFvE�('_�> &GFhsR��Vo<aE+V/<

dax

Page 43: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

67331982

142

bisvonab

nachum

0011 101...001

...

Dialog

Pragmatik

Semantik

Syntax

von

nach

um

0.020.04

0.10

0.100.00

0.70

.........

0.89

0.03

0.08

Hypothesen

ichwillum

von

nachBonn

ichwill

von

Bonn

um

nach

Wort SY_ZEIT ...

SY_ZEIT

...... ...

Attributflußgraph

kasus sem_klasse wort_nr...

...

...

U ('$*k � \ � �lVp&p<WVo<DuS`�< w5V/,tE�&�(�_%E�(*`�<-V/< � ('E � ��!Kw �%Z�FH&GFH$�$*VG$72

Prosodie-Modul

Kommunikation

Kontrolle Suche

KlassifikationMerkmalberechnung

Wortgraph-Verwaltung

Grenz-Hypothesen(Teil-)Wortgraphen und Sprachdaten

U ('$*k � � ��C�`�k ] $*,tE�& ] _�E ] &gk-Vo,g�[`h&p,�V/sR��V/<aE�(zVG& ] <WsR,���`�k ] $*,

daq

Page 44: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

����

Haeufig-keiten

Interp.koeffizientenn-Gramm

Haeufig-keiten

Interp.koeffizientenn-Gramm

Haeufig-keiten

Interp.koeffizientenn-Gramm

Klasse I

Klasse 1

Klasse 2

���������

�� ���

Klasse 1

������Klasse 2

��

Klasse I

unabhaengiges Testkorpus

���������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

���������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

���������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

���������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������������

Sprachmodell 1

Sprachmodell 2

Sprachmodell I

Trainingskorpus

Klasse I

Klasse 2

Klasse 1

Validierungsmenge

1. Schritt

Auswahl einer Phrase

jede Klasse

Neutraining der Sprach-

modelle mit erweiterter

Trainingsmenge

Neubewertung der Vali-

dierungsmenge mit neuen

Sprachmodellen; eventuell

unguenstiger Phrasen

Zurueckweisung einiger

aus Trainingskorpus fuer

naechste Iteration

Erkennungsrateletzter Schritt

U ('$*k � T � � (*< �[VG&�>7Fe"%&+Vo<�n ] &B! ] ,t@BFh"c$ sY�] <-,tE�(*s�VG&#��&GFH(*<%(*<-s�,m8;Z�"c&GFe,�V/<

d�d

Page 45: FAUj 6c&] ] ]) "] $ ] ] $ ! , ] ]] & $ & $

Vorverarbeitung (WE)Vorverarbeitung (PROS)

integrierte WE + Prosodie

Ausdünnen von WHG’s

F0, usw.

ProsodiemodulGrenzen, Akzente, Satzmodus

Emotion

normaler Verlauf

Syntax Semantik Transfer Dialog

Ja NeinEmo- tion

z.B. Klärungsdialog

WHG + prosd. Info

Energie

Sprachsignal

WHG

U ('$*k�xRO ��!5&+IYVG('E+,t@gVG(*,�VNk-V/,#Z�&+`eE+`hE;�c6YVo<�IYVp( VG(*<WsRV/,�)+"�Fv$'E+VGE+Vp& � ��`eE�(*`�<-,�Vp&�_aVo<W< ] <Wsc2

d �