Acquisition automatique d'informations lexicales à partir de corpus : un bilan
Texte intégral
(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. Acquisition automatique d’informations lexicales a` partir de corpus : un bilan Ronan Pichon et Pascale S´ebillot. N ˚ 3321 D´ecembre 1997 ` THEME 3. ISSN 0249-6399. apport de recherche.
(3)
(4)
(5)
(6)
(7) ! "
(8) # %$'&($)* + , -
(9) ).#/' , # 1023 4# $ 75 698!:;8=<?>A@BC6D8FEHGJI#<K:MLN@O:;PQGSRUTWVC>APXPQ6;IYE Z'[]\)^(_`a bdcJef_)gihkj)emlonc2[]n^^_)pq^rhkjf[sltc]_u lv^rhwx_ yusz{nkcsc]| _y uMj nkcscMhloy}yfhc{j _ y ~gmn_eK*_Dj n h{Dnkg}e*z{_"gf_ jf[{_gfjf[{_ c`x`xW"a K| j _)^{gm_Nka FMhkwx_y rOCK?hc]y7j_(gihY{9ngmeuc]nk{yFXhloy}nkc]y{c1{lvhcz{_(^{vemlv{o_ye}gihhs{l xnklt_cJe hkje}]_vo_)^(_)cOe!o_Cnksg¡_chkj {lty}lvemloncHh{emnk^rhYemlo]_'zU¢£lvc{Qnkg}^rhe}lonkc{y-t_)Oloj ho_y ¤o_)OMlthj gmnxe}wkltg¥gfhzs{_"[]j _Hnkg}{ ]¢©lty ty¦{§KD_nk{]ky_tcJ_ eHy{hky}gmy}| lty}y}_efcJ_)efgnku-c{jky¢£_ _)yc2e}p Qnpzsc]lvjgfe}_lonkhkcj zs]_?|)dgm¢¨lthkgy}Do__ yj)e*em_zsg}#^(em_giyFhzUh¢©{lv9c1zUzs¢©{nc p ^rhlvc]_Khª{c#z{_?j)ltgmj nkc]y}jg}ltgf_Ko_KknWj h{{ohltgm_ ¤ ¤lvcJef| wgf_g ¤ {co_ Wlt]_kuWy}emg}]je}{gf_)g{c o_)OltJ{__)crj)hky}ym_ y«ym|)^rhcJe}lo]_ y¡gf_)tlt| _ y¡_)cOe}gf_K_tt_ yuxd¢¨hkz]h{em_g ¤ {c(ohc]whkwk_kux_)e'z{| p ef_g}^lvc]_g o_y«{gm| zsltjhemy'zU¢©{c#z{n^rhlvc]_k¦O§nk]y'jnkc]j)t]nkc{y_c#zsltymj){eihcJe'j _ y'zsltk_gfy}_ y gf_ jf[{_gfjf[{_ yz]hc]yohF9_)gfy}D_ j)emlvx_"zU¢©{c]_j nc]y}e}gm]j)emlonc3h{efn^rhe}lo]_?zs_?o_)OltJ{_ y¥ym| p ^rhcJe}lo]_ yu efnk{e_cz{| wxhkwx_hYcOeFj _)gmeihYltc]_ygm\ wkt_ ywx|c]|)giht_ y ¤ y}sltJgf_H9n{gscef_) emgihhlvd¦ ¬®]¯° ±i²³Q´µy}|^(hcJemltJ{_Fo_ Wltjht_kuMhkj{loyltemltnkcz9¢£lvc{Qnkgm^(he}lonkc]y¥t_)Oloj ho_y u]o_ Wlt]_ ym|^(hcJemlt]_ku{e}gihlvef_^_cJe¥zs_jnkgms]y ¦ Ä«ÅmÆqÇNÈÊÉËNÌÍxÎÅmÏAÐ}ÑNÈÓÒ ¨ÌÔÕÎiÖCÈÊÆAÈÓÏq×°Ø Ù¸Æ. ¶¸·º¹»¼t½A¾)¿¼ÀÁ¼ÂdÃ. Unit´e de recherche INRIA Rennes IRISA, Campus universitaire de Beaulieu, 35042 RENNES Cedex (France) T´el´ephone : 02 99 84 71 00 - International : +33 2 99 84 71 00 T´el´ecopie : 02 99 84 71 71 - International : +33 2 99 84 71 71.
(10) , # * ,#, -* Y '&( $ '
(11) )F0 F¥
(12) ) ¯{²k¯?Z'[{ltyef_ We7lty7hc nNx_)gmJlo_ nk*cJ{^_gfn]y'ngOyh9n{eHj nkg}{]yÕpdMhky}_ z h{{gmnhkjf[]_y¡Qngo_)Oltjh{hkj {lty}lte}lonkcU¦!Z'[{lty{gf_ym_cJefhemltnkcHloyzslvgf_ j)ef_z e}[]_o_ Wltj nxwYp gih{[{_g¢£yeihky Wyem[]heem[]_ym_ y}em{zslo_y!hgm_¡y}{{Dnxy}_ zFemnXhkj)ltvlteihYef_kuld¦£_k¦ef_g}^®hkjJsloy}lvemltnkc ltc7nkgmz{_g!efn?j)ltgfj){^ymjg}ltD_«e}[]_xnOjhs{hg nkMem[]_'t_)Olojnkc7nk;h?wltx_)cHz{nk^(hltcUuky}e}gm]j p em{g}ltc]w"nk9h"o_)Oltj nkc ¥lte}[Htltc x_ zHy}_^(hcJemloj¥j)hky}ym_y uWhkzÕ]yem^_cJe¡efnh?hc]wMhkwx_uJhc]z z{_em_gm^ltc]hemltnkcnkem[]_rsgf_ zWlojhYef_ yHnkKh z{nk^(hlvc "¦ ! _zsloy}j]y}y7em[]_ltcJem_ wkgfhemltnkcnk em[]_ym_gf_ym_ hgfjf[]_ylvcJefnhcShY{efnk^(he}lojj nkc]yemg}]je}lonkc nk y}_^(hcJemlojo_)Oltj nkc]yu hc]#z «_ 9nklvcJe¥nk{eymn^(_"wx_)c]_gfh gmso_ y¥Qnkg*y]jf[ h «nkg ;¦ $&%('9± )* +Ckµo_ Wltjh-y}_^(hcJemlojy u9t_)Oloj h!hkj {lty}lte}lonkcUuDy}_^(hcJemlojo_ Wltj nkcUuDjnkgm{{yp Mhkym_z hY{{gfnxhkjf[]_ y¦.
(13)
(14)
(15) ! "$#% "& !'!()
(16) *"+&(,- /.021 3 4 7 =. I. <. `. 4#$) * "
(17) 65¥-* 869 ¯ ° +--²k¯;:X 9 < %A@ %OCBC³ %W +
(18) % ³ %A@D:?U %W >
(19) %O³ ?U
(20) %O 7FE O¦v !nkgmz]§K_)eH¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ x O¦Ê G_"t_)Olo]_wx|)c]|gfhemlvH¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ N` O¦Ó` Hc]_gf_){gf|ym_cJefhemltnkc2t_)Oloj ho_ z{| zslt| _ ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ N A² ?90 :X :;¯ :X 9 ³ %A@D:X² ]³ % 7KJ `W¦v LºOe}gihkj)emlonc z{_"em_gm^ltc{nkonxwlo_¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ N `s¦vk¦v Z gihhs3z{N_ M'| hemg}loj_?hltvo_ ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ O `s¦vk¦Ê Z gihhs3z{_Kltzslo_)Pg M'nksgmlowxh{te_ehq¦ ¦¦¦¦¦¦¦¦¦¦¦¦ W `s¦vk¦Ó` Z gihhs3z{*_ Q«[{g}loyemlhYSc Rxhkj ]_)^lvc2¦¦¦¦¦¦¦¦¦¦¦¦¦¦ x `W¦Ê TOemg}]je}{gihe}lonkc3zs3o_ Olo]_ ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ k` `s¦ÊO¦v *_ wkgmnk{D_^_cJez{_"^(nefy¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦ VU `s¦ÊO¦Ê ~ºgf|jlty}lonc zU¢©{c]_j)hky}y}ltª{jhe}lonkc ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦=`x` `s¦ÊO¦Ó` *_ohemltnkc]ynkcJemnkonxwlo]_ y ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦=`x `s¦ÊOW¦ U *_ohemltnkc]y'vltc]wksloy}e}lo]_y¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦=%` X `W¦Ó` Y3loy}_)p ¤ ptnk{g*zW3t_)Olo]_ ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦Z¦ UJ `s¦Ó`W¦v |yfh^F{lowk [dyfhYemlonc ¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦Z¦ U` `s¦Ó`W¦Ê \Kj {loylte}lonkc3z{_"c]nksx_vo_y¥_cJemgm| _ yo_ Wltjht_ y ¦¦¦¦¦¦¦¦Z¦ U `WW¦ U ~gm| zsltjhemy*zU¢£sc z{n^rhlvc]_¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦¦Z¦ UAX `sW¦ Us¦v \Kj {loylte}lonkc3z{_ymn]ypdjhem| wxnkg}loymhemltnkc]y ¦¦¦¦¦¦¦¦¦¦¦Z¦ U `sW¦ Us¦Ê \Kj {loylte}lonkc3z{_y}e}gm]j)em{gm_ yKhgfw{^(_)cJeiht_ y®¦¦¦¦¦¦¦¦¦^¦ ]O `sW¦ Us¦Ó` _¡_)gmD_ yy}{{Dnkg}efy*z{_"c]nk^ltcMhYtloymhemltnkc]y ¦¦¦¦¦¦¦¦¦¦¦^¦ ]x ¯ B%6 B%W²ka¯ :cb%O d< ` :X³ 9 %. Í f f6g;h ee .
(21) K "
(22) P a " 1
(23) U. H
(24) -#3
(25) Z gihzslte}lonkc{c{_tt_^_cJeu{co_ Wlt]_ _y}ezs|ª{c{l9j nk^^_q¢¨_)c]ym_)^{o_KzsrknWj h{{ohltgm_ z{_h(ohc]wk]_7jnkc]yloz{|)gf| _H_)ez{_ y"{gmnk{gmlt|em| y"tlvc]wk{lty}emlt]_ yKz{_Hym_ y|)o|^_cJemy ¦DG¢¨|)o| p ^(_)cOez{_HxnOjhs{hlvgf_Hwx|)c]|gfho_)^(_)cOejnkc]y}ltz{|gm|(_y}eo_H^(nke ¦?hc]yo_Hj hkzsgf_zU¢©{c]_ h{{vlojhYemloncz{_e}gihlvef_^_cJehY{efnk^(he}lo]_Fzs_HohhYc]wk]_Fc]hem{gm_vo _
(26) iuDo_Ft_)Olo]_7_y}e gf_ yemgm_ltcJe«hHxnOjhY{{hYltgf_¥zWohc]whkwk_j nkc{j _g}c]| «_)e¡lt{gm_ j _)c]ym_*o_yltc{Qnkg}^rhYemlonc]yCy{g o_ y!_cJemlvef| yC^rhcslt{{t| _yCMhg!d¢¨h{{vlojhYemlonc a¦ \Klvc]y}lquYMhYg_)W_^{t_kuDnk{gC{cj nkg}gf_jef_){g nkgme}[]nxwkgfh{[{ltJ{_y}nk^^(hlvgf_kuUt_t_)Olo]_|cJ{^\gm_(d¢£_c]y}_^so_z{_ yFQngm^_ yhkzs^loym_y z{_ y'^nkemy«zs(hc]wxhkwx_hª{czs_ 9n{xnklvg«gm_ jnkc{cMh temgm_Kyl9{cr^nke«z{nkc{c{| _ yehtltz{_*nk c]nkc ¦ {e}gf_Ho_yQnkg}^(_yFhzs^ltym_yzs_ y^nkemy u {ct_)Olo]_ym_QnWj htltym_[{lty}emnkgmltJ{_^_cJe y}{g7t_{gmy7ym_c{y u¡{l¥9_){x_)cJe )emgm_#gm_{gm| y}_cJef|y(z{_r^(hc{lt\gf_yemgm\ y7zsl 9|)gf_cJem_ y ¦ Lºc ym|^(hcJemlt]_ ¨~-nkeixWuJKhyfx M_e _cHo_ Oloj nonxwklt_ WQ«gm Xk quncXhYlteºoh?zsloyemltc{jemltnkcH_cJe}gf_ o_ K K
(27) _eo_ K ¦ G_3y}ltwkc{lvªMhcJe_ y}eo_3y}ltwkc]_#tltc{wk{loyemltJ{_r{emlvtloy}|r9n{g z{| ylowkc]_)gt_Hy}lowc{ltª]|¦ ?hc{yo_Hj hkzsgf_zU¢©{c]_Hgf_){gf|ym_cJefhemltnkc1o_ OlojhYo_ku9nkcjnkc]yloz{\)gf_ J{_j_ylowkcsltªMhcJe"_y}eo_ "$&#"! &"$" (,# D¦
(28) G _Hy}ltwkc{lvª]|7_ yej_HJsl«_y}ez{|y}lowc]| % _c ym|)^rhYcsp emlo]_uUnkcSzslve" ¢£lv_ yeo_ |xnO]|HMhg"{c]_7nOj j){gmgm_c]j_zW ylowkcsltªMhcJ&e %D_c o_)Oltj nktnxwklo_uJnkc3zslte¥ ¢©ltU_ y}e*{c2z{_yjnkc]j_{em(y '"hky}ymnOjlo|y*h#o_ s\)^(_¦]~!hYgK_ W_^{o_u z]hc]y"h(s[{gihky}*_ ) Khky}ym_ x,_ +xnk{yy{gj _Hy}lt\ wx_ - duDo_7j nc]j _){ehymymnOjlt|h ^(nkeylo\wx_ _ y} e .0/1 24357698;:<57=/>0?7@;>A3CB(DE/FHGIDJ8AGG/;:K3CLA3MGG>0GON¦ ~Chgj nkcJemgm_kuh t_)W\^_ ² %W³X³XC³ %Mu9nkc 9_){ehymymnOjlt_go_j nc]j _){Pe /;? Q8AFA:KGR3CS;:TSI8;FU5ºu9^(hloy"|who_)^(_)cJet_ j nkc]j_{We V&3BIB">0B"3XLA3Y=?U:KG/F¡¦ G¢£nkgfwxhc{loymhemltnkc"h¥{v]yy}lt^{t_zsFt_)Olo]_ _ yeC{c{_«c]nk^_c{jhYem{gm[_ ZCz{_y-t_)W\^_ y¦ ~C_c{z]hcJeonkc]wef_^]yuo_yUo_ Wlt]_ yU{e}ltvloym|yUz]hc{yUo_ yhY{{tltjhe}lonkc{y9zsDZ \G\§ ¨Kn K{u h^Ø ]-Ì)`Ô _ba"c0dI] Ø g°Ø^e{×Æ;ÒÊ× ÏgfNÈÓÔXÐ4h Ì ÍÉÌÍÙ Ì ÍijhÏA×4fÙ"k'Ð}Í ÔXÈÓÌÍÉÕÌÍ ÔqÆA×)ÈÓÆAÐ9hÒ¨Ð!Ò¨ÐmlNÈonpfNÐiNÐ!ÒÓ× ÒÓ×Írq4fNÐ!×^s)ÐmÉ Ò¨Ð!ÒÓÐtlNÈonpfNÐ ×ÏAÏAfYÌN^ØÉÕoÈdO_;Ð-u ÒÓtÐ f°lrÍ°xyСk«×)ÐCÇ°Ð}ÇNÏAÒÓÔDÈÊÉÉ× 4Ì ÔAk È¨Ì kzvÍ f°iÍ fW_{k'awcUÐ}Í d"OÔ ] iØ _t|ÍNÈxÉÕ,Ì k k«AÐ _Ôq×)Í Ô;TÒ } ÐmÍ ÔXÈÓ~Ô _k«Ì ÆAÇYËNÌ)ÒÓ9Ì qoÈ npfNÐ`Æ _ÕEÙ _mÆXÐmÍ°tÉ _}Ð-Ç°×)Æ ÒÓкҨÐmlN^Ø !Èonp×fNÍ°ÐÏUØ$!ҨСÍKÉË°ÉË°Ì)Ì)È lÈÊÏXiNÈÓÔ Ð}Ïq9_}ÉÍÌ_}Í°ÆqÉ× Ð}ÒÓÇNÐ{k'ÔqÏUÐ}Ð}Í Í Ô ÔAiNÆAкÐÔXÔA,Ì Æqf^×^Qsi4Ì × f°ÈÓÒ¨ÆqÓÐ}&Ï ÆUf°×9ÍNf СÍNÇYÈo×)s)ÆAÐm Ô ×9i fW} ×iÆAfÑNÈÓk«ÔAÆqÌ× ÔÈÊÆAØ Ð)Ø 9Ø !Í'Í°Ì)ÔXÐmÆAb× npfNÐÏAÈYÌ Í¥ÆXyÐ kÇNÒÓ×ÉÕÐ ¿ C» T, ÇY×)Æ ¿ ¼vK¼ ºg¿ Y¾ Êm» h ÒÓÐ-ÉÕÌ Í°ÉÕÐmÇNÔ _msrÌ n,f_UÏAÐ}Æq׺ÒÓ0Ð k{k'Ð)Ø Ø^dW×ÒÓÈ ÏAÔXÐiNÐmÏUk'Ì)ÔqÏUif?ÒÊ×)Írq ×q)ÐØA} ÐmÏXÔ&_{q×)Ò¨Ðyk«ÐmÍ Ô9ÒÊ×Ù Ì Æ`k'кÒÓץǰÒof°ÏC×)Í°ÉȨÐmÍ°ÍNÐØdOÐmÏÇ°ÆAÐ{k'ȨÐmÆAÏ ÒÓÉtÐ ÐlNÔAÈÔXnpкfNÙ Ð}ÌÏ'gÆ k'ÉÕÌ Ð)Í°Ø pÍ f°mÏ hsÆXÐ}ÔAÆA4Ì frs4_}Ï¡gÏ f°Æ iNÐ}Ï«ÔA×ÑNÒÓÐÔXÔAÐ}Ï ij} ×)`Æ q)ÈÓÒ¨vÐ k_mÏXÌ ÇYÌÔA4× k«ÈÓÐ}ÍYÍNÐ}{Ï hWÏAÐKÇ°`Æ _}ÏAÐ}Í ÔAÐ}Í Ô«ÏA4Ì f°Ï. ] eU c.
(29)
(30)
(31) ! "$#% "& !'!()
(32) *"+&(,- /.021 3 Q«gm XxWuºhkzKX%XOuº~º]yf%]Wu. ]. _ [MxnkcJe7|)ef|nkgmwhc{ltym|yFymn]y7j _)emef_Qnkgm^_k¦ Q ¢¨_y}ehW |o|)^(_)cJefyz{_ j _e}ef_?c]n^(_)c]johem{gm_ ]_"y}nkcJe*hongfyhYemeihjf[]| _yo_ y«ltc{Qnkg}^rhYemlonc]y¡z{nkcJe d¢¨h{{vlojhYemlonch D_ y}nkltc ¦k~!hg¡_ W_^{o_ukz]hc{yº{c]_*hcMhY Oym_¥yOcJefhYOlo]_*zU¢©{c]_{[{gfhkym_u o_?g o_z{_"x_)gmD_Fz{nklve e}gf_hkymy}nWj)lo| ¤ {c ^nke*z{nkcJe*h7j hef|wxnkgmlt_wkgih^^(hemltjht_K_y}e S3?U1 3U¦ TOlCq¢ÓhYcMh Oy}_z{|y}ltwkc]_sc j nk^{t|^_cJe z9¢¨nkW_e"zslvgf_je j _x_g}9_u9j_z{_gp c{lo_)g'z{nlte«_c{v]y )emgm_ gf_j nkc{cJ#jnk^^_*emgihYc]y}lvemltÕ¦ Q'_yj ncOe}gihlvcJ¤ ef_ y'ymnkcJe_ O{gmlv^(|_ y z]hc]y!ohKc]nk^_c{jhYem{gm_kuYn H_vo_ y!ymnkcJe¡hky}ymnOjlt| _ y¡hYsF^nkemyºzs7xnOjhY{{hYltgf_¦ G _'sgmltcWp jlt]h]{gfn{o\)^(_*tlt| ¤ j _)emem_"h{{gmnWjf[{_K_y}e]_ jf[Mhk]_ _)cJemgf|_ o_ OlojhYo_*_ ye¥htnkgfyJ]_ j nk^^(_{c]__)cJemltem|Hh{emnkc]nk^_k¦;bdº_y}ezsl j)ltt_z{_gm_e}gfnk{k_g"t_ y gm_hYemlonc]y u]c]nkefh^Hp ^(_)cOey}|^(hcJemlo]_y uM_cJe}gf__cJemlvef| y*o_ OlojhYo_ yu{j _)tt_ ypdjl|)eihcJegf_sgf| y}_cJef|_ y?zs_Xh nkc lt^{tltjltem_k¦ g u'{c]_MhYgmelt^DnkgmefhcJef_ zW y}_c]y#zU¢©{cµ^(nerym_ z{|)ef_)gm^ltc]_ ]hggihs9nkg}e ¤ zU¢ÓhY{emgm_ y^(nkemzy ¨ Q \ U{uY~º]yf% ]q¦ Q ¢£_ ye!Dnk{gf]nlOt_o_)OltJ{_¡c{_«z{nlte{t{y-y}_{t_^_cJe emgm_ J7jnk^^(_{c]_«y}{lvef_ z{_¡o_)W\)^(_y!_eCz{_«z{|ª{csltemltnkc]y;¦ G_y!z{nc{c]| _y!]_ gf|Q|)gf_)c]j _ o_ t_)Olo]_ y}sg3t_ y|)o|^_cJemyzs knWj h{{ohltgm_z{nklvx_)cOe3_)c Xhlvery}_Sylte}]_g ¤ z{_W c{ltk_hsW . K " "$#"! " . ¤ j_c{lvx_ h uOnkc(_ O{gmlv^(_j _]_Kohvltc]wksloy}e}lo]_'c{nk]y h{{gm_c]z3y}sg¥o_?^nke¦ Lc2ym|)^rhYcOe}lo]_?t_)Oloj ho_usnkc3y ¢¨he}eihkjf[]_ ¤ z{|jgmlvgf_"]_)oy j nkc{j _sefyymnkcJeKhkymy}nWj)lo|yKhY3t_)W\^_ % K " "& &" 3
(33) " K
(34) " "& "$#"! "& .°j nkc{c]h oe}gf_«t_ y{gfn{gmlt|ef|yCvltc]wksloyp emltJ{_ y"zU¢©{cS^(nke 9_){e"c]_Mhky )emgf_7y yfhcJ&e % lvº_ yewx|c]|)giht_^_cJe"{e}lto_z{_ 9n{xnklvgo_y¡gm_vlo_g hk_ j j_vo_ y¡zU¢¨h{e}gf_y ^nkefy¦ Q ¢¨_y}e 9n{gf]nkl;nkcy ¢¨he}eihkjf[]_ ¤ gf_){gf|ym_cJem_go_yKgf_)he}lonkc{y _cJe}gf_Ft_ y?_)cOe}ltem| y?zs t_)Olo]_¦ LºcSym|)^rhcJe}lo]_kuDnkc jf[]_gmjf[]_ ¤ ^_e}emgf_"_)c |)Jloz{_)c]j _o_y^(nkemy¥z{nkcJe*o_y¥ym_c{yKy}nkcJeKvlo| y¦ H*c "$#% "N r K
(35) " _y}e?sc]_7y}e}gm]j)em{gm_{l!^_e _c |Jltz{_c]j_o_yKgf_)he}lonkc{y ym|^(hcJemlt]_ y#_cJe}gf_o_yro_ s\)^(_y#_eo_yj nkc{j _sefy u*hYltc]yl"]_ j _vo_yr{l"tlt_cJero_y o_)W\)^(_y?_cJemgm_7_s_e"t_ y?jnkc]j _){efy_)cOe}gf_7_)sD/¦ H" Kc
(36) j&nk"N{ "{$t#%_j nk "^Dnxym|z9¢£{c t_)W\^_ _ezU¢©{c jnkc]j_{e{lt{l9_ ye?hky}ymnOjlt|?Qnkgm^_?{c]_ ¦ Ghsgf_^lo\)gf_|efh9_9n{g«ohjnkc]y}e}gm]j)emltnkczU¢©{crem_9t_)Olo]_ _ ye¥z{_ zs|ef_)gm^ltc]_)g j _ y«_cJemgm| _yo_)Oltjht_ y uj¢¨_y}ep ¤ pdzsltgm_Kz{_emgmnk{x_)g]_)oy«t_)W\^_ y«ymnkcJehkymy}nWj)lo| y ¤ ]_)oy j nkc]j_{emy ¦ TD¢©ltU_ y}e*Dnxymylt{t_?zU¢¨hkymy}nWj)lo_)g¥{c#^ )^(_"jnkc]j _){e ¤ {t]ylo_){gfy't_)W\^_ yu]nkc Ø ÈJÌÍ gÏ f°Ç°ÇÌÏAÐ!ÒÓÐ}ÏUÒÓtÐ lrxyk«ÐmÏUoÈ i°Ð}Í ÔXÈ |_}ÏÐÔ ÒÓÐ}Ï ÉÕÌ Í°ÉÕÐmÇNÔA&Ï i_ÔXÐm`Æ k'ÈÊrÍ _}Ï}Ø !. . . . . . . . . .
(37) . . ee Í f f6g;h.
(38) K "
(39) P a " 1
(40) {z |ª{cslte*{c]_ 3 & a" r K
(41) " gf_wkgfnksMhcJej _ y*o_ W\^_ y ¦ c39_){e_c]y{ltem_zs|ª{c{lvg z{_ y
(42) $
(43) r K
(44) "& {l;D_gm^_e}ef_)cOe'z{_ zWloy}e}ltc]w]_g¡o_y t_)W\^_ y'hry}_lvczU¢©{c]_ ^ )^(_Kjhymym_¦]~!hYg*_)W_^{o_u{h#jnkc]j_{ev/1O2,3[5 648A:<5 =/>0? @>A3 B$D/;F G DJ8AGG/:K3 L;3GG>0Gxu¡nkc D_serhky}ymnOjlt_go_ y7t_)W\^_ y² K:X %_e ] ¯ %O:A³Õuzsloyemlvc]wkMhso_ y]hg o_FXhlve ]_ {¯ %O :A³Dnxymy}\ z{_7o_emgihYlte?y}|^(hcJemltJ{_khrz{_yhj j n]z{nklvgfyrhYonkgmy ]_ ² K:X %_c(_ ye'z{|)9n{gmJ F ¦ Lºcrwx|)c]|gfhdunkc(ym_ym_)gme«z{_gm_ohemltnkc]ynkcJefnonxwklt]_. y ¡9n{g z{|ª{csltgKj _ yKemgihYltefy¦;?hc]y?j_g}eihlvc]y j hky uMlt-_ ye Dnxymylt{t_z9¢£{e}ltvloym_)g j_ yemgihYltefyym|)^rhYcsp emlo]_y
(45)
(46) 9nksg7nkgfwxhc{loy}_gt_ y|)o|)^(_)cOemyzU¢©{c]_#johkymy}_rym|)^rhYcOe}lo]_z{nc{c]| __)c´{c]_ eihYOltc{nk^lt_kuJef_)to_"]_j_tt_ y{e}ltvloym|_ y¥_)c2DnkeihYc{lo]_"nk3_)c +nWnktnxwklt_ Mhg*_ s_)^so_k¦ H*c]_¥Qnkloyzs|ª{c{lt_ yo_ygf_ohemltnkc]yhYy}_lvc(z{_y«_)cJemgf|_ y¡o_ Wltjht_ yuxjk¢£_ ye}p pzslvgf_¥_cJe}gf_ j nkc]j_{emyF_)et_)W\^_ yuCnkc 9_){ey ¢©ltcJef|)gf_ y}ym_)gHhs gm_hYemlonc]y_cJemgm_o_y_)¤ cJemgf|_ yo_)Ol¸p Ò "× hÉ4Ì k k'zÐ i°×Í°Ï-ÉÐÒ fN"È iNÐmÏ-ÉÌÍ°ÉÐ}ÇNÔqmÏ h$f°ÍNÐ Ç°×ÆXÔ ^Ø !×Í°ÏÒÓÐ ÉËNÌÈ liNÐ}Ï-ÔAÆq× ÈÓÔAÏC~Ï _yk'×Í ÔXÈ n,f°Ð}{Ï h°È¨ i } ×ÆAÑNÈÓÔAÆq× ÈÊÆAÐ)Ø Ø;ÍÈÊÍ ÔXÐ}Ò¨ÓÈqÐ}Í°ÉÐ'×ÆXÔAÈ |kÉÕÈÓÐÒÓ¨Ð'Ð}Í q9_mÍr_}Æq× ÒsÐÔºÐ}ÍFÆAÐ}Ç°Æ`_}ÏAÐ}Í ÔA×)ÔXÈÓÌÍi°Ð}ϺÉÕÌ Í°Í°× ÈÊÏqÏA×Í°ÉÕÐmÏ-ÐmÍÇ°×ÆXÔAÈ {É fNÒÓȨÐmmÆ hWÌPÍ ir_m|ÍNÈÓÔ f°ÍNÐÌÍ ÔXÌÒ¨4Ì q)ÈÓÐ*ÉÕ4Ì k k'Ð f°Í°ÐÆXÐmÇ°`Æ _}ÏAÐ}Í ÔA×)ÔXÈÓÌÍ ifPk'ÌÍ i°Ð*4Ì fPij} f°Í i°4Ì k× ÈÊÍNÐ iNÐ É!ÌÆ{Í°hNÍYÒÓÐ}× Ï ÈÊÏAÆAÏqÐ×)ÒÊÍ°× ÉÔXÐ}ÈÓÌÏCÍYÌÏUÑNÒ¨ÔAÐmÐ}ÏpÍ ÇNfNÒÐf°ÏUÐ}ÍÙ¸Æ`ÏA_{ÔAnpgÆ fNf°Ð{ÉÕk gÔ f°k'Æq×)Ð}Í Í ÔCÔ&ÒÓfNÐ}ÔAÏ È¨ÒÓ_È Ï`oÒ __{Ðmk'ÏÐ}ÇÍ Ì4ÔAbÏf°ÆiÏAf ÔAÆgk'f°ÉÌ Ô`Í f°iNÆAÐÐ}Æ 4Ì iNfÐÒ¨ÐmÔAÐÏ¡ÒÓ¨ÉÕÐmÌ Ï Í°ÌÉÕÍ ÐmÔXÇNÌÔAÒ¨bÏ Ì4q)iÈÓf Ð}ÏUiNÏA,Ì ÌkÍ Ô&× ÈÊiNÍNÐ}Ð)Ï Ø ÆA×ÐÑ ÒÊf°× ÏAÔAÈȨsÌ {ÐÍ°k'Ï¡Ð}ÉÍ ÒÓ×{Ô ÏAh$ÏAi°oÈ np×fNÍ°ÐmÏ!Ï Ò¨ÐiNÐ iN,Ì ~Ï _ykk'× ×ÈÊÍNÍ Ð ÔXÈ n,if°fÐ*ÔAÆqÒ¨mÐ × lNÈÓÔXÈÓÉ}yÐ × k'ÒÓÐ)Ð}ØÍ ;Ô Ai°} Ð}Ð'ÏAÔ ÒÊ×*ÇÒÊ4Ì ×)f°Í gÆ q4npfNfNÐÌ)ÈDÍ°Ì× Í7gÔ f°ÆAÉÐÌÒÓͨ4Ð Ù Ì hkÍ ÒÓtÐ iHlNÈ ÏAnp4Ì fNfrÐ'sÐ}`Ï Í _{kmÔ hJ×Ð}ÍÔ«ÔAoÈ Ç°np×fNÆQÐ'Ù ÌÐÈÓÔÏ Ì Æq×)Í ÇYÔXÌ)ÇYÒÓÌ Ì9ÆXqÔ È¨Ð9× Ø"f!k'ÍPÌnpÍ f°iN× 9Ð ÒÓh°È |,Ì Ð}f?Æq×ÇNh oÒ fYi°ÏU×ÙÍ°ÌÏ¡gÆ k'ÉÕÐ}ÐÔXÒÓÔA¨yÐÐk«_ÐmÔgfÍ ÔiNÐ4ÏXh"ÈJf°Ð}Ò¨ÍNÓкÐKÙ¸ÆX× Ð}ÈÓÒÓÔ-×)ÔX×ÈÓÇ°ÌÇYÍ Ð}ÒOij}9× ÌfrÍ l ÔXÌÉÒ¨×Ì4ÆAq)×Èn,ÉÕ`Ôf°_}ÐÆAÈÓÏAÏAÈ;ÔXÈ Ð}npÒ¨fNÓÐÐ} Ï ÏAÐiNÐmirÏ_tÏX|koÈ ÍNqȨͰÔ'È |Ç°_m×)mÏ Æ h ÐmÐmÇYlNÏX×)&Ô Ð{Æ«kf°ÌÍ°ÇNǰСÒÓÇÐ9Ç°ÌhYÆXÏAÒÓÌ È¨Ð¡ÔAÇ°È¨Ù¸Ì ÆA×)ÈÍȨ_}ÔA~Ô 4× _ºn,fpf ÌlH}Í f°ÔXÇ°Í"ÌÆXÒ¨Ì Ù¸4Ì ×9Ç°q)fNÆAÈ npÔAÈ _}Ð{fN~Ô fNÐ)_}ÈÓØÏÒsÇiNÌÐmÏqÏ'Ï`x{ÏAoÈiNqÐzÍNÈi°|Ð}×)Ï-Í ×ÔqÏÉÉnpÌ4fNfÐ?iNÌÍNÈÓÆq4Ì Ï fYÏ× ÒÓÌnpÆqf°ÏU×)Ò¨npÈ |YfjÌ } f°Í°ÍNÏ Ð'ÈÊÉÕÉUÈË°× i°ÈÊÐKÏXСÒÓÈ Í Í } q4ÐmfNÍÈÊÏXÇYÔAÌ oÈ npÏAfNÏ`x{Ðmi°ÏÐ Ø e]Ç°×)×)ÆÏ ÉÒÓ×hÏA°ÏAØ Ðº!Ï~Í_yk'ÍN×ÌÍ ÔXÐÔXÈn,npf°fNÐ!Ð*Ð}ÉÕÔÐmϺÍNÌÔAÍWÆq× iNÈÓÔAкÏÙ `Ï Ì,_{f°kÆAÍ°×)ÈÓÍ Æ&ÔAoÈf°npÍ°fNÐÐmÏºÌ Í Ô ¼TÇY¸,Ì f° ƺiÌf pÑ ÉQÐ}ÌbÔ Í°ÉiNÐ}Ð ÇNÔ iNÈ×$ÏA_mÏAÆXÌNÐmÉÕÍ°Èo_;ÉÕÈÓuÐ}ƺÒÊ×ÒÓÐ}ÉÕÏ ÒÊ×)_}ÏqÒ _yÏXk«ÐØ ÐmÍ ÔAÏ ij} f°ÍNÐ. ] eU c.
(47) .
(48)
(49) ! "$#% "& !'!()
(50) *"+&(,- /.021 3. j ht_ y ¦0Q'_yFgf_)he}lonkc]yy}nkcJezslvef_ y " 3
(51) "$#% "&
(52)
(53) i¦G _ ygf_ohemltnkc]y"o_ OlojhYo_ yym| p ^rhcJe}lo]_ y
(54) o_y{t{yjnk^^{c]|)^(_)cOehzs^ltym_y¥ymnkcJe&. 3 ( a r " u{{l-z{| ylowkc]_"t_?Xhlte¥ ¢©{c2^ )^(_?t_)W\^__ y}e_)c gf_)he}lonkchNk_ j {t{y}lo_){gfy¥jnkc]j_{emy h3y}_ltc3zs3o_ Olo] _
(55) # K¦ \ltc]yl² %O³A³XC³ %H_ yesc2t_)W\^_?9nYp Oym|)^lt]_ % 3 V " uY{l]_ Wlty}em_Mhc]zHz{_)st_)W\^_ y Xnk7{v]y ymnkcJe¡y}s]y}e}ltem]h{o_y z]hc]y"t_^ )^(_jnkcJef_ Wem_
(56) ' u jk¢£_ y}ep ¤ pdzsltgm_7]_q¢¨nc 9_){egf_^{ohkj _)g_cSefnk{em_ nWjjhkylonkc {c t_)W\^_2]hgq¢ÓhY{emgm_2ymhc]y(]_2o_#ym_)c]yr_)O{g}lt^| y}nklteH^nWzslvª]|k¦ c Mhgmt_F|who_)^(_)cJe"z{_y Oc{nkc O^lo_]hgme}lo_vo_u;ylºo_y?z{_)st_)W\^_ y?c]_FymnkcJe ltcJef_)gfjf[MhYc]wx_hY{o_y]_z]hYc]y*j _g}eihlvc]y*j nkcJem_)Oef_y
(57) N°u]j hky¥o_?{v]ygf|]_cJ&e % K
(58) " u-Jslz{|y}lowc]_({c]_n{9nky}lte}lonkc_cJemgm_ro_yFym_)c]yHz{_rz{_)s_)cJemgf|_ y o_ Wltjht_ yuWMhg_ s_)^so_ ³ 9 ² 9 : Fnk :X² % B
(59) ]/ b %v% &( " " uº{lz{| ylowkc{_3{c{_3gm_hYemlonc _)cJemgf_3_cJe}gf| _y(o_ OlojhYo_ y7zW {v]y wx|c{|gihY¡hS{t]y"y9|jlvª]]_kD¦ \Klvc]y}l 9 :X ]³_ yesc [ J9_)gfnkc J^_zs_² : % 9 ¦ c3c{nkef_| wxho_)^(_)cOe*j_e}ef_"gf_)he}lonkc ) ¡y}nkgmem_zs_ -
(60) ~Z % &( " uN{lW_ y}eCh¥gf_)he}lonkcgf|jlv{gfnO]_'z{_¡d¢©[ J9_)gfnkc J^lt_k¦Y~!hYgº_)W_)^{t_ ² : % 9 _ y}e*{c3 [ J9nkc J^_zs_ 9 :X ]³¦ bd-_y}e?zsnkc]jDnxy}y}ltso_ku]wg kj_ ¤ j _ ygf_)he}lonkc]yu]z{_Fjnkc]yemgmsltgf_{c "$#% "! r
(61) K" A¦ Q'_)9_)c]z]hcJeuxq¢¨|)hDnkgfhemltnkczU¢£scem_Wo_)OltJ{_'9n{gº{c]_*hY{{tltjhe}lonkczsDZ \G§ ym_[]_){gmem_ ¤ {c nk]yeihkj)o_Flv^Dnkg}eihcJ&e .M_vo_z{_^(hc]z{_F|c]nkg}^(|)^(_)cJe"z{_ef_)^{y ¤ {c o_)Oltj nxwkgfh{[]_ M~¡x A¦kK_«{v]y u°{c]_ Qnkloyj nc]y}e}gm{lveu°ltJ_ yeºy}nk{x_)cJe¡zsl jlvo_zU¢©{e}lttltym_)g ÐmÏXh6hÔ&gNh)f°ØØ Í°;!СÏXÍKbÔ ÆXÐ}ÉnpÒÓÌ×)f°Í°ÔX×)ÈÓÏAÌÒ¨oÈ È iÍK|x}_Ò¨ÆAÐ ÐmAÐ liNiNÈÊÉÐ¥Ì ×)Í°ÆAÒ¨ÐÐÉ ÒÊØ × n,ÔXf°ÈÓÐ!ÌÍÔA4Ì Ò¨fNmÐ lNÔAСÈÓÉ}ÆX× Ð}ÒÓÐ'ÒÓ×)ÔX`Ï ÈÓ_{ÌkvÍ ×)n,Í f°ÔAoÈ È npk«fNÐ'Ð}ÔUÔX,ÌÐ}ÍfNÔXQÐ¥{Ð fWÆAÐf°ÒÊ× ÍNÔXкÈÓÌ4Ì Íf Ò¨ÇNmÐ lNÒ f°ÈÓÉ}ÏA× È¨yÐ ÒÓÐ f°ÆAÙ ÏUÌ ÍÐmÍ irÔA_`Æ Ð_Ð}gÏ Ï9f°ÆºÒÓtÐ Ò¨lNÐÈÊÉÏA× Ð}ÒÓÍ°Ð}ÏÏ i°Ð}ÏUÐ}Í Ôq~Æ _}Ð}ÏUÒÓtÐ lNÈÓÉ}× ÒÓÐ} Ï npfj} ÐÒÓ¨ÐÒÓȨÐØ hf°Ø;Í*Ù¸×)ȨÔ{hNÌÍ Ç°×)ÆAÒÓÐA_{q× ÒÓÐ{k'ÐmÍÔ ij} °Â ¥Â ÏXÈÒÓÐ}ÏUÉÌÍ°ÉÐ}ÇNÔqÏ9ÉÌÍ°ÏAÈir_}Æ`_}ÏUÍj} ÌÍ ÔUÆXÈÓÐ}ÍKÐ}Í ÉÕÌ,k kf°ÍOØ !×Í°Ï*ÉÕÐÉ×){Ï hMÌ Í ir_t|Í°È¨Ô fYÍÍN4Ì frsÐ}4× fÒÓtÐ lrxyk«ÐØ ×)ÈÓÏÒÓ×FÙ¸ÆAÌÍ ÔXoÈ x}ÆAÐ"Ð}Í ÔqÆXÐËN,Ì k'ÌÍ rk«ÈÓÐ"ÐÔ ÇÏAÐ}Ì)ÆqÒ ×N~Ï n,_yfYk'× È¨ÒÓÐKÈ |Ð}_}ÏAÐbÔ'iNÏAС4Ì frÇYsÌÐ}ÒNÍ Ï`Ô _{k'Y,Ì ÈÓÐfNÐ)iYØ ×)e]Í°×)ÏUÆ ÒT} fYtÐ lNÍK{Ð Ð}kÔUÇNijÒÓ9Ð } ËNh[Ì4ijk'} f°ÌÍ Í riNk'ÈÓÉȨÔXÐbÈÓÌi°Í°×ÍYÍ°× ÏUÈÊÆXÒTWÐ } ×4fNuÔAÆATÒ }Ð)4× Ø fNÔAÆA9Ð h f°ÍNÐ k{k'Ð ÆAÐÒÊ× ÔAÈ¨Ì Í ÒT} tÐ hh lN ÈÓÏAØØyÔXe{!Ðm×Í°Í¥ÆUÉÕÉÕbÐ ÐtÌlNijÍYÐ{}ÏXkf°È irÍNÇNx}СÒÓÆAÐ &ÐÆAÐNq9ÒÊÌN× _mÉÔArÍ É{Ȩ_}Ì f°ÆqvÍ Ç× Ð}ÒÓi°{Ð Æ Ðºk'iÆAÏ ÐmÐ{NÍkÍNÔ]ÌÇNÒÓÍÐ}ÒÓÈ Ï9rÆ k'Ç°f°Ë°È¨ÍNÐÆqкØ×)ÏAÙ Ì Ð}ÏMÍ°ÉÕ4Ì ÔAfÈ¨Ì ÒÓÍÐ}Ï;Ð}ÏÔ NfÍ ÌNÔA×ÉÉ{q,f°k'ÇÐ}Ð}ÏMÆ iÉÆA4Ì Ð{k kk'ÇNÐCÒÓÈ Æ ÉÕÌ f°Í ÍKÔXtÐ Ù ÌlNÆgÔAkzÐ}ÏMfNÇÒÊ× 4Ì ÈÊf°ÆAMÆÐ)Ø s9_mÆXÈ |YÐ}Æ h Ø FÐmÍK×rÍ q)ÒÊ× ÈÊÏØ . . . . . . . . . . . . . . . .
(62). . . . . . . . Í f f6g;h ee . . . .
(63) K "
(64) P a " 1
(65) X. o_ºo_ Olo]_9n{g {c]_«h{e}gf_ h{{vloj hemltnkc ¦Q ¢¨_y}e-9nksgf]nklJz{_c]n^{gf_)s"e}gihhsy ¢©ltcWp ef|gm_ y}ym_cJehkj)em]_)tt_^_cJe ¤ d¢ F
(66)
(67)
(68) "
(69) "$#% "&
(70) ¦ _em_vo_ ylvc{Qnkg}^rhe}lonkc{y«D_{k_cJe )emgf_"e}gfnk{k| _y d¢¨hloz{_ z{_zs_s3y}nk{gfj_ y .Mo_y*zsloj p emlonc{cMhlvgf_ yK_c tltwkc]_
(71) _)e"o_y?j nkg}{]y"z{_em_)Oef_y
(72) ¤ °/¦ G _ y"zsltjemltnkc{cMhYltgf_y y}nkcJe"ltcJef|)gf_ yÕp yfhcJefyKjhgemgm\ ygmlojf[{_ y ¦ G _sg {e}lttltyfhe}lonkcrz]hc]yo_jhkzWgf_Fz9¢£{c{_h{stloj hemltnkc#zU¢¨hkj {l¸p y}lte}lonkc2o_ Wltjht__y}e"emnk{ef_)Qnkloy*tlv^lvef|_]hg"z{_)slvc]j nkcJk|c{lt_cJef y .DltC_ y}e u9zU¢©{c]_]hgme u emgf\y'zsl jltt_*z{_Kgm_emgmnk{k_gt_ y«gm_ohemltnkc]yo_ Wltjht_ y¡tlohcJe t_ y _cJemgm| _y¥zszsltjemltnkc{cMhYltgf_ _eu«zU¢¨h{emgm_Mhg}eu¡o_ yltc{Qnkg}^rhYemlonc]ysgf| y}_cJef_yc]_ymncOe]hky(efnknk{gmyry} ymhcJef_ y 9nksg«n{ef_)c{ltgt_y}_c]y {gf|jlty zs_ y«t_)W\^_ y¡z]hYc]y t_*jhky zU¢©{c]_Kh{{vlojhYemloncHy}D| jlvª]]_ scz{n^rhlvc]_Mhg}emltj{vlo_g ¦ Q ¢£_ yeDnk{gm]nklhr^(hYnkg}ltef|Fz{_ yemgfhNhW _chkj {lty}l¸p em¤ lonct_)Oloj ho_*emgfhNhlvtt_ ¤ Mhg}emlvg«zs_?j nkg}{]y)¦ Q'_)sJpjlD{gf|ym_)cOem_cJe*_cr4_ D_eq¢ÓhhcJeihkwk_ zU¢£sc]_{t]yHwkgfhc]z{_y}nk{{t_ y}ym_.lt_ y}ehky}ym_4+3Xhkj)ltt_rz{_gf|){c{ltgHzs_ y7ef_ Wem_ yHemgfhltefhcJe zU¢£sc#z{nk^(hltc]_Mhg}emloj){tlt_g uO_)e*nkcD_{e¥y{ltJgm_ d¢£|knkt{e}lonkcrzshc{whkwx_{emlvtloy}|Kz{hc]y o_"z{nk^(hlvc]_?|e}]zslt|kusMhYgq¢Óh°nk{e¥z{_"c]n{x_ hs3ef_ Wem_ y ¤ j _ yj ngm{]y¦ hc]y j_gfh{Dnkgme uMc{nk]y y}nk{[MhYltefnc]yXhYltgf_"{c {ltohc3z{_ y^{te}lt{t_ ye}gihhs2{l xnklt_cJe7hkj)em]_)tt_^_cJeFt_nk{gz]hc{yFo_z{nk^(hltc]_z{_
(73) "$#% " ¦- _ef_ty emgihhsHD_g}^(_)emem_cJez{_*^_eme}gf__c|)Jloz{_)c]j _Kz{_ y ltc{Qnkg}^rhYemlonc]yy}]y}j _){emlv{o_y'zU¢ e}gf_ gf_sgf| y}_cJef|_ y h3ym_lvc z9¢£{c3o_ Olo]_k¦{§Knk]y*y}nk^^_ y¥jnkc]y}jlo_)cJefyz{_?c]_"9n{xnklvg¥{gf| p ym_cJem_g?q¢¨_)c]ym_)^{o_z{_ yemgfhNhWzU¢©{c zsnk^rhYltc]__)Oemyg ^_^_cJe sgfnOzs]je}ltÕ¦;§Kn]y?_ yÕp yfh xnkc{y*emnk{em_Qnkltyz{_z{| wxhkwx_g*]_)o]_ywgihc]zs_ yXh^ltvo_ y¡Mhg}^l9j _)e*_c]y}_^{t_hª{c zU¢Óhknkltg¥{c hD_g 3gf_ohemlvx_)^(_)cOe*jnk^{o_)e¥zs2z{nk^(hltc]_¦ bdK_ yerDnxymylt{t_2z{_2z{| jnk^9nxy}_grt_ yHemgfhNhW z{_2j _zsnk^rhYltc]_#_c Qnkc]je}lonkc z{_ d¢¨hky}D_ j)e*zs2e}gihhlt9zs3o_)Oltj nxwkgfh{[]_" ¢©ltty9_){x_)cJe?hky}y}lty}ef_)&g . x¦*_)Oemgfhltgm_?o_yef_g}^(_y*zU¢£sc z{n^rhlvc]_k¦ G¢¨_ We}gihkj)emltnkc3z{_"ef_g}^lvc]nktnxwklo_ym_z{nc{c]_ 9n{g"{{ez{_7gm_emgmnk{k_guz]hYc]y"{cSj nkg}{]y uUt_ y"ef_)gm^_ y"zs z{nk^(hlvc]_k¦9 _7ef_ty emgfhNhWD_gm^_e}ef_)&cOe¡zs(,_ "$^(#% _)
(74) t*ememgm_"N_c|)Oltz{ _
(75) Kc{j _¥" o_yºo_)W\)^(_yJ{_d¢£nkc7gf_jf[]_gmjf[]_k¦ ~!hg_ s_)^so_ku]yl & (, "$#%
(76)
(77) " _y}egf_j nkc{cJ j nk^^(_"{c3ef_)gm^_ zsz{nk^(hltc{_kuhonkgmy _e y}_gfncOezs_s"t_)W\^_ y zWt_)Olo]_ ÒÓÐtlNhh ÈÊ ÉyØØ ×)]-DÒ¨ÐÐ}4Ì Ø &ÏfYÏiNÈÊÇ°ÉÕ×)ÔAȨÆAÌ Ò¨ÐmÍ°ÆXÍ°Ì × Í°ÈÊÏCÆAÐ}ÈÓÏUÍ ÏXi°Ì È (Í Ô_}ÆAi°{Ð Ð}k &Ï k'sÐ}Ð}ÆqÍ ÏXÔ ÈÓÌijÍ°} ÏU×){É pÍ n,ff°kÈÓÏA_}ȨÔAÆAÈ¨È Ì n,Í f°Ð}i Ï } ÈÊiNÍÐ}Ù 0Ï ÌgÆ iNkÈÓÉ× ÔXÔAÈÓÌÈ¨Ì Í°Í°ÍYÏº× ÈÊÒ¨ÆXmÐ ÐmlNÏ9ÈÓÉ}É× ÒÓÒÓ×Ð}ÏAÏ!ÏAÈ 4Ì n,f f°Ð}ijÏ}}Ø ×){É n,f°ÈÓÏAȨÔAÈ¨Ì Í h Ø A} ÐmÏX
(78) Ô <u <iNÈÊÆAOÐ f°Í'Ð}ÍYÏXyÐ k ÑNÒÓ&Ð iNÐ ÔXmÐ lÔAÐ}Ï]ÉËNÌÈÓÏAÈÊÏsÇ4Ì fYÆ]ÆXÐmÇ°~Æ _mÏXÐmÍ ÔXÐ}ÆWÔX,Ì fNÔ]4Ì f'Ç°×ÆXÔAȨ&Ð ij} f°Í'ÒÓ×rÍ q9× q)ÐØ !Í"Í°Ì)ÔXÐmÆA×n,f°Ð ÉÕÐmÆXÔq× ÈÊÍ°Ï0iNÈÊÉÕÔAÈ¨Ì Í°Í°×)ÈÓÆAÐ}ÏÏAÌÍ Ô-ÉÌÍ°ÏAÔAÆgfNÈÓÔAÏCÇ°×)ÆAf°ÍNЫ×Í°× Ò NÏXÐk×Í,f°ÐÒÓ¨Ðzi } f°ÍÉÕÌÆqÇf°Ï i°Ð!ÔAtÐ lNÔXÐmmÏ hÉÕ4Ì k k'кҨРas`Æ _}ÏAÌ Æ iNкÒÓ× ds×)rÍ q,fNÐ Æq×)Í }× ÈÊÏXÐØ. . . . ] eU c.
(79)
(80)
(81) ! "$#% "& !'!()
(82) *"+&(,- /.021 3. . sz z{n^rhlvc]_k¦0Q'_)emef_Xh^lttt_c]_gm_t\x_MhkyJgfhlt^_cJez{_(d¢¨hkjJsloy}lvemltnkc o_)Ol¸p jht_%;_tt_y}_y}lvem]_FhkhYcOe efnk{eKemgfhNhlv-y}{gKo_t_)Olo]_{gfn{gf_)^(_)cOe?zslte uM^(hlty 9_)gm^_e*z{_z{|)ef_)gm^ltc]_)g¥o_?xnOjhY{{hYltgf_ zs zsnk^rhYltc]_% W¦*y}e}gm]j)em{gm_g o_o_ Olo]_kF¦ Q ¢£_ ye«t_j "{g zse}gihhlt{z{_Kjnkc]yemgm{jemltnkczs(t_)Olo]_¦ c3D_seKzWloy}e}ltc]w]_g¥{v]y}lt_{gmy¥ymnk{ypdXhY^lvto_y«MhYgm^l j _y*e}gihhsW . qh (^_eme}gf_*_c|Jltz{_c]j_ z{_y«j)hky}ym_y«y}|^(hcJemlo]_y ¦ Q'_y«emgfhkhYsHym_z{nkcsc]_cJe Dnk{g¡{{e z{_*gf_wkgfnks9_)g t_ yº^nkefy¡{l;ymncOe y]ymj_{e}lt{t_ y zU¢¨_ O{gmlv^(_)g«zs_ y j nc]j _){efy{gfnOjf[]_ y hy}_lvczs j nkg}{]y ,¦ Q'_yKgf_wkgfn{9_)^(_)cJefyym_QncOewx| p c]|)giht_^_cJe¡_cHQnkc]j)emltnkczsj nkcJef_ Oef_*y JcJeihYOltJ{_Kz]hYc]yo_ ]_)]j _y^(nkemy h{]hgihltymy}_cJehy}_lvc zWjnkgm{{y|)em]zslt|kD¦ Q'_jl¡D_gm^_ezs_zs|ef_)gm^ltc]_)g o_y*j nkc]j_{emyKzW z{n^rhlvc]_ % X r^_eme}gf__c|)Jloz{_)c]j _?_)e'e JD_g't_ y¡gf_)he}lonkc]yt_)Oloj ho_y«_)cOe}gf_o_ y j nc]j _){efy gf_){gf|ym_)cOem| y?MhYg z{_y j)hky}ym_ yKym|)^rhcJe}lo]_ yKj nkcscO{_ y ¦ G _ yKgm_ohemltnkc]y*|e}sp zslt| _ y¥D_{k_cJe )emgm_zs_e JD_nkcJefnktnxwklo]_ nk2vltc]w{loyemlo];_ % `s¦¥^(_)eme}gf_ ¤ n{go_yj nc{cMhltymyfhYc]j _y*gm_{gm| y}_cJef|_ yKh#ym_)ltc#zU¢©{c#o_ Wlt]_k¦WbjlduWnkc y}{s9nxy}_?d¢£_)Oloyef_)c]j _"zU¢©{c#o_ Olo]_?]_?q¢¨nkc#zsnkltehkz]h{em_g ¤ sc3{yfhkwx_K{gf|jloy¦ _"ef_)oyemgfhkhYs#nkcJez{_W3nks_ j)emlvQy . qh r_csgmlojf[sltgo_7xnOjhY{{hYltgf_7zW t_)Olo]_¦ Q'_jl ym_HXhlve"Mhgd¢¨hYnk{ezs_c]nsp x_ hsF^(nkemyCnhz{| jnk{x_)gmem_¥z{_'j)hky}ym_ y!ym|^(hcJemlt]_ y!st]y-9_)gmemlvc]_cJem_ y ]_j _vo_y¥JslymnkcJez{| ¤ {e}lttltym|_ y % X r{gm| jltym_)g t_ yltcsQnkgm^(hemltnkc]yCz{| ¤ {gm| ym_)cJef_ yuO]hg _)W_^{o_¥_)c(y{{{g}lt^(hcJe z{_yltcJem_gmsgf|efhemltnkc]y"D_1j)gf|zslt{t_ yz{_H^(nkemyz]hc]yo_Hz{nk^(hlvc]_H|em{zslo|¦ ~!hYg _ s_)^so_ku¥Dnk{g3o_ o_ W\^_ ; :Aku¥nc=D_{e3c]_Sj nkc]yloz{|)gf_)g]_ o_j nc]j _){e /1O2,3[5 R MV 8AF0:K@>A3 L;3 =/:KFU5"8 Qb3 z]hc]yo_z{nk^(hlvc]_7z{_ d¢©ltcsQnkgm^(hemlt]_«_)e¡o_jnkc]j _){e =M3[5U:<5 8AFA:KR8AB ? /F0Qb3>A?z]hc]yt_jhkzWgf_ z{_"h{ltnkonkwklo_ % U{¦¥gf_)emgfn{x_)grz{_ylvc{Qnkgm^(he}lonkc]yFy}{go_ y (,^
(83) zs z{n^rhlvc]_ku!jk¢£_ y}ep ¤ pdzsltgm_ o_y^_e}emgf__c |Jlozs_c]j__eKz{|em_g}^lvc]_go_){gfyy}e}gm]j)em{gm_ y"hgmwk{^_cJeihYo_ y,¦ Q'_ y g°Ø CÍNÐ Ù Ì)ÈÊAÏ ir_}ÔXÐm`Æ k'ÈÊrÍ _ÐmÏ-ÒÓÐ}Ï!ÆXÐ}ÒÓ×)ÔXÈÓÌÍ°ÏC
(84) Ï NÍ ÔA× lNoÈ npfNÐmÏ-9× fÏXÐ}ÈÓ Í i } f°Í°Ð«ÏAÔAgÆ f°ÉÕgÔ f°ÆXÐ'ÉÕ,Ì k'Ç°Ò¨mÐ l4Ð hÔAÐÒӨРnpfj} f°ÍNÐ Ç°Ë°Æq×)ÏAÐ¥Ì4f fYÍPqÆAÌ4f°ÇÐÍNÌ,k'ÈÓÍ°×)ÒhWÌÍPfNÔAȨÒÓÈÊÏXÐÙ¸Æ~_yn,f°Ð{k k'Ð}Í Ô ÒÓÐ*Ù Ì Æ`k× ÒÓÈÊÏ`k'ÐiNÐKÒÓ×Ò¨Ì4q)Èn,f°Ð ifÇ°ÆA{Ð k'ÈÓÐ}ÆMÌ `Æ iYÆXÐ!ÇY,Ì f°Æ;ÐmÍ¥tÐ l°Ç°ÆAÈ k«ÐmÆ;ÒÓкÏXÐmÍ°ÏØ !Í*Ç°×ÆXÒÓÐC×)Ò¨Ì ÆAOÏ iNÐC`Ï _{k×ÍÔAoÈ npfNAÐ s9_mÆXÈÊÉÕÌ Í iNÈÓÔXÈÓÌÍ°ÍNÐ}Ò¨ÓÐ)Ø dO} fYÍ iNÐmÏ _oÒ _{k'Ð}Í ÔqÏÉÕoÒ _}bÏ iNÐ*ÉÐ«Ù Ì `Æ k×)Ò¨ÈÊ`Ï k'Ð'Ð}ÏAÔºÒ¨Ð*Ç°`Æ _{i°ÈÓÉ}× ÔØ ;Í`Ï _{k×)Í ÔAoÈ npfN4Ð hȨÒMÐmÏXbÔ fNÔAȨÒÓÈÊ~Ï _¥Ç4Ì f°Æ . . . . . . . . . . . ee Í f f6g;h.
(85) aO. K "
(86) P a " 1
(87). {gf|zsloj hefyuMJslCy}nkcJe wk|c]|)giht_^_cJe?hymymnOjlt| yKhs#k_gmD_ yuDy}nkcJeKgm| ]_)^^_cJe {emlvtltym| yHDnk{g_ Wsgmlt^_go_y}_c]yz9¢£{c{_ y}emg}]je}{gf_ jnk^{o_ s_ X{[{gfhkym_u'c]nk^ j nk^Dnxym|u_emjk¦ );¦ G _{g-hj {loylte}lonkc u)^ )^(_ylj _c ¢£_ yeMhky ¤ {gfnksgf_^_cJeMhg}o_)g z{_d¢¨hkj {lty}lvemlonc1o_ Wltjht_ku!D_g}^(_)eHz{_9|)c]|ª{jlo_)gu¡nk{e}gf_h z{_ymj)gmltsemlonc zs_ y _cJemgm| _y¡t_)Oloj ho_y!z{_yºx_)gmD_ y hsW]_tyºltty!ymncOevlo|y uYz{_z{nkcsc]| _y y}|^(hcJemltJ{_ y emgm\ y¥{gf|jltym_ yy}sgt_"z{nk^(hltc{_?|e}]zslo|¦ \ª{c zU¢¨_ O{tltjltem_g#jnkc]jgm\em_^_cJe j_ JU¢¨_y}e3{c t_)Olo]_ y}|^(hcJemlo]_ _)e2jnk^Hp ^(_)cOelv{D_{ze e}gf_¥{e}lttltym|uc]nk{y zs|{{emnkc]y j _¥gihY{9ngmeMhgsc]_¥gih{ltz{_{gm| ym_)cJeihe}lonkc zU¢¨_ W_^{o_y'z{_ef_ty t_)Olo]_y«gm| ]_^^_cJe'{e}ltvloym|y¡_c#DZ \G§¦W§Kn]y'_ WDnxy}nkc]y_)csp y}{lvef_Ksc_c]y}_^so_ zs_KemgfhkhYszU¢Óhj {loylte}lonkco_)Oltjht_{lDgf_){gf|ym_cJem_cJe¥{c#hD_g z{_ yh{{gmnWjf[{_ yJ{_c]n]y"x_c{nkc]yFz9¢¨|)cOs^(|)gf_g ¦ Gngfyz{_Hj _)emef_H{gm| ym_)cJeihe}lonkc uUc{nk]y hNknkc]yjf[]nklty}l-z{_z{| j)gmltgm_st]y*_c z{|efhltj_g}eihlvc]_ yz{_ y*gf_jf[]_gmjf[]_ y"]_c]nk{yKj)ltefnc]y hª{c zU¢ÓhknkltgH{c]_#J]_3y} yfhY^^_cJe{gf|jloy}_2zs_ yzsTl D|gm_cJef_y^|e}[]nWzs_ yH{lymnkcJe {emlvtloy}| _yKz]hYc]y j_z{nk^(hltc{_k¦ G¢¨_ WDnxy}|]_Fc]nk{y Xhloy}nkc]yKz{_emnk]y?j_ y e}gihhs2y}{lve o_?{ohc#z{_"gf_wkgfnks9_)^(_)cOe_)c2Xh^ltvo_y'z{nkcsc]|jlvpdz{_ y}y}]y¦ ¥$ * %'&(* , $)* $)'&r* hc]y j_e}ef_FMhYgmemlt_ku{c]n]y z{|jg}ltxnc]y efn{e z9¢ÓhDnkgmz z{_)s3o_)OltJ{_ y y}|^(hcJemltJ{_ y zU¢£{yfhkwx_7jnk{gfhcJe"z]hc]y z{_ yhs{tltjhe}lonkc]y*gf|j _)cOem_ yzs DZ \G§¦ G_sgf_^lo_)g?zU¢£_cJe}gf_ _sDu !ngfz]§_Ie
(88) WY M % OAu°_ y}e-{c]_¡Mhky}_«zs_«z{nc{c]| _yCt_)Oloj ho_y-jnkc]yemgmsltef_ ¤ d¢¨hlozs_ ÒÓÉ}ÏAtÐ ÔA×)lNÆgÆqf°ÈÊ×)ÉÉÉ×)Ô`~Ô UÒ f°_}ÆAÆAiNÐ)ÈÊÐ"ÏXØIÐm!ÆOÒÓ×ÒÊÍF×ÏAÔA×)ÆXgÆÐ}Ïqf°ÒÓÏX×)ÈÉÕk'ÔXgÔ ÈÓf°ÌȨÒÓÆAÍ Ð«Ð) ØnpÒÊ× fNDÈ°Ô~Ð}ÒÓ}Ô È¨ÔXÐ Ð _ÒÓoÒ Ð}_{iN[Ï k'Ð_}Ð}ÒÒÊ_y×Í k'Ô*ÏAÐ}ÔAÇÆgÍ {Ð f°ÔAfNÉÏ Ô Ô`i°f°}Ð ÆAÔAÐÒÓÆA׺Ð"uÏAoÈÔAf°iNgÆ ÍFÐmf°Í ÉÕÇ°ÔXgÔ ÈÆ`f°|_{ÆX_iN&Ð ÈÊÉ_}Ç°×)`Ô ×)fÔbÆ i°n,fYÈ _}f°ÍNÐ È[Ð sfÈÓ××)Ò°Í°Ð}É×)ÏAËNÔMÒ ÐmN×)ÆAÏAÉÏqÐ"ËNÏXÌNÐm
(89) Ï NÉÆºÈ Í _&ÏXÔAÐmub× Ï!lf°×È npÍ Æ~fNq,_ÐfoÒ _{k'iNk'Ð}Ð"ÐmÍ ÍÒÓÔA× ÔÏ ÇY×)gÆ k«È)Ò¨ÐmÏO9× f°ÔAÆAÐ}jÏ _}Ò _yk«ÐmÍ ÔA Ï iNÐ;ÒÓ×ÏAÔAgÆ f°É`Ô f°ÆAÐ)tØ º×)ÍYÏJÒÓÐ;É× Ï ij} f°ÍNÐ;Ç°ËYÆA×ÏX4Ð hÕÌÍ×ÏAÏAÌNÉÕÈÓwÐ q4_}rÍ _mÆA×)Ò¨yÐ k'Ð}Í ÔҨРsÐ}ÆqÑY Ð iNÐ9ÒÓ×!Ç°ÆAÌÇÌÏAȨÔAÈ¨Ì ÍÇ°ÆXÈÊÍ°ÉÈÓÇ°×)Ò¨Ð9ÐÔsÒÓÐ9Ç°`Æ _{i°ÈÓÉ}× "Ô i°ÐDÒÊ×CÇYË°ÆA×ÏXÐyØ c-ÈÓÍYÏXTÈ hfÒÓ×!Ç°Ë°Æq×)ÏAÐ dOÐmÏsÐ}ÍÙ¸×ÍÔq Ï
(90) Ùds tÌ × ×`ÆÈk'k'ÆAÐ}Ð}Ð'ÇYÍ `Ï Ô~Æ fN_moÈÏX ¸siÔAÐm×)Ì4ÍÍ f°ÔqÔX× ÏÐ ÔAȨ vÌ Ò¨ÐmÍHÏ× Q ÈÊÌ4Í°f°ÏAÐUÈ ÔAÏ¥ir"_tÑY|!"Æ`Í°f #%Ȩ Ð"$'×)ÇÍ &Ð}ÔAÏgÆ(
(91) k«
(92) )
(93) dÔAÐ}ØËÔ x{iNk'ÇÐ Ð{Ð fNk«rÔKlÌ Ïm*,Í } ÔA_}+.ÆAÉ}-/Ð}ÆXÆÈÊÆXÐ?$'ÉÕ,Ì 02ÐmkÍ14k'ÒÓ35Ì9ÐmqÍ)¸9×ÈoÔnpq)fNÒÓÐ}Ð}ÐÍ Ï Ô i_}NfÒ Ðm_yÍk«Ç°Ù¸ÆA×)ÐmÐ{Í Í k'ÔA{Ô Ï hNÈÓÐ}ÔAiNÆrË Ð?xyÌ k«ÒÊÆ`×i°Ð ÆAÇ°rÐ?ËYlÏXÆA*7Ì,69×f°8;ÏXÐ?:=Ï< ÏXÒÓ>×Ð Ø Éi Ì4} mÐ k«lNÑNÇ°ÈÓҨͰÈÊÉÕÐ}ÈÓÍ ÔXÐmÔsÆ ÇÒÓÌ4ÐKfYÆOÆ ?)Ù ÒÓÌ Ð Æ`k'iNÐmÐmÏ«ÆWÏA×Ì~Æ Í«q,fÏXk'ÐmÍ°Ð}ÏÍ Ø^ÔAdWÏ Ð}iNÏsÐ}ÈÓÍÏ'iNÇ°ÈÓÉ}`Æ _{× iNÔAÐ{ÈÊÉf°×)ÆqÔAÏsÏ ÔAËri°_y×)k'Í°Ï«×)ÔXÒÊÈ×npfNÉÕÐ}Ì Ï{Í°hiÏAÈÓÔAÉgÆ Èf°ÔAÉÕËrÔAxyÈ¨Ì k«PÍ ÐUiNÐ}Ô{ÐK×9Éq)ÐKÐmÍÏAÐ}Ô{Í°hmÇÏ}"ØÐ}Æg!k'Ð?ÐÔAÇNÔXoÒ Ð}fYÍ mÏ Ô h ÒÓÒTÐ}} ×)Ï¥Æ`q4×f~Æ q,k'fÐ}k'Í ÔÐ}Í ×ÔAqÏ Ð}iNÍ ÔXÐmȨÏ*Ù Ç°i`ÆfF_{iNÇYÈÊÆ~É_y×)iNÔAÈÓÏ¥É}× ÇÔ {Ð frsA@'Ð}Í BÔ C _mi°q Ì)× ÒÓÈÓ{ÐÔ¡k'ÇYÐ}Ì Í ÏAÔÏ`_{iNÔqÐmÆXƺÐÒ}`Ï × _{ÔAkÔAÆA×)ÈÓÑÍ ÔAfNoÈ Ô¡npfNÏ~yÐ_yk«kÐm×)Í Í Ô'ÔXÈnpÔ NfNÇ Ð _}iÏ ËpMfÇ°k×)× ÆÈÊÍmÐ lyÐØ"kDÇNÐmÒ¨ÉÕÐ È ÇÉ4Ì Ð}kgÆ k'k'ÐÐzÔ jÍ i°}ÐK× ÆA×)Ð}Í ÉÕÌ ÔUÍ°Ç°Í°×)E× &Ï DÊÔqiNÆXСХÏAÉÕÐ}ÐmÍYÆXÏÔq× Ø ÈÊÍNÐ}Ï Ç°Ë°Æq×)ÏAÐ}ÏÔAÐÒÓ¨ÐmÏ npfNÐ F Ò¨Ðm&Ï Q,Ì fNÐÔqÏ × È k'Ð}Í Ô ÔA4Ì f°Ï Ò¨ÐmÏ¡ÐmÍÙ¸×)Í ÔA Ï g;h)Ø GÌ Æ`ir]CÐÔUÐ}ÏAÔUf°ÍNÐk×Æ`npfNÐir_}ÇÌÏ`_ÐbiNÐÒT} f°ÍNÈos)Ð}ÆqÏAȨÔ`_i°Ðbe;ÆXÈÊÍ°ÉÐÔXÌ ÍØ . . . . . . . . . . . . . ] eU c.
(94)
(95)
(96) ! "$#% "& !'!()
(97) *"+&(,- /.021 3. x. z{_ y3ym_){o_y3gm_hYemlonc]y(o_ OlojhYo_ yu_e2z{nkc{jSymhc]y3z{_ y}jg}lt{e}lonkc Qnkg}^(_)to_ zs=jnkcJef_)cO z{_ y _)cOe}gf|_ y o_)Oltjht_ y ¦ G _ym_ jnkc]z _ ye o_t_)Olo]_wx|)c]|gfhemlvz{_ Rs¦"~º]y}em_nNOy ¨~º]ymsxu~º]yfA ]qu¥{lz{|)ª{c{lte#{c Qnkgm^(hvloy}^_ zs_ gm_{gm| y}_cJeihe}lonkc=_c=ym|^(hcJemlt]_ o_)Oltjht_k¦J§Kn]y«c]n]y«vlt^ltefnc]y!loj)l ¤ j _yz{_)s_)W_^{o_y«{lt_c]_KzU¢¨h{emgm_ y o_)OltJ{_ y ef
(98) _ty«]_Ko_ I*
(99) K
(100) " ( $ I "u V&/RB"3 *Y Y2 U$Au M M Q Xx O_e-h*jhymy}lvª]jhYemlonc|)eihstlo_MhYg MK¦ G _Jlv* c G _Wx$` J9n{go_ yx_)gmD_ y hc]wkohloyymnklt_cJe|wht_^_cJezU¢©{c´]ymhkwx_rjnk^^F{c ¦ \Kª{c´z{_(j nk^{gf_)c]zsgm_rj nk^^_cJe {c2t_)Olo]_ym|)^rhYcOe}lo]_"D_{ve e}gf_{emlvtloy}|?z]hc{yt_j hkzsgm_zU¢©{c]_h{stloj hemltnkcgf|_vo_ku c]nk]y"ef_)gm^ltc]nc]y?_c z{|jgmlvhcJe"o_o_ Olo]_Hz{|k_tnk{D|H]h*g Q ¦ Mh{gf_7_)e~CD¦ TW|){ltvonke TWA ]Ou MhMk UDnk{g*{c3emgfhNhlvUy{g*o_"jhYojs zs2ym_c{yKz{_jnk^Dnxy}| y¥c]nk^ltcMhYs ¦ . . kn gmz]§K_)e!_y}e-{ct_)Olo]_¡y}|^(hcJemlo]_ |ohDnkgf|ºMhYgCzs_ y]yOjf[]nkvltc]w{loyef_ y ¤ d¢©{c{lvp x_gmy}lvef|?z{_~ºg}ltc]j_efncX YSM %OquWJslU9_){e )emgf_ j nkc]yloz{|)gf|?jnk^^(_{c#nk{e}ltDz{_ gf| p Q|gf_)c]j _¦ 7¦VY3ltvo_g-_)ehq¦YncOe!_cJemgm_{g}loyCz{_« Yemltg-{ct_)Olo]_'h{emnk{gCz{_ y!gm_ohemltnkc]yz{_ ym|^(hcJemlt]_ºo_ Wltjht_º]_c]nk]y-hxnc]y {gf|ym_cJem| _ y-{gf|j |z{_^^(_)cJeuN_e ! nkgfz{§K_e-h¥|)ef| j nkc]yemg}{lteK^rhcJ]_)tt_^_cJe _)c y ¢¨h{{ hcJey}sg"z{_ yKemgihhs z{_F{y Ojf[]nkvltc]wksloy}e}lo]_¦ ~Cnk{g _ Wstlo]_)g«q¢¨n{emltJ{_¥z{_Kj_¥o_)OltJ{_kuJym_y'hsef_sgfy¡o_¥{gf|ym_)cOem_cJe_)crzslty}e}ltc]wk]hcJe z{_s#h{{gmnWjf[]_yKz{hc]y¥hgf_){gf|ym_)cOefhemltnkc2z{_"hym|)^rhYcOe}lo]_z{_yK_)cOe}gf|_ y*o_)Oltjht_ y . 3 &" (,^& a" K
(101)
(102) 2"& a W(,
(103) " uMn q¢¨nkc2y ¢¨he}eihkjf[]_ z{nkcsc]_g{c]_z{_ y}jgmlv{emltnkc j nk^{t\ef_Kzs3ym_)c]y*z{_ y¥jnkc]j _){efy*]_?q¢¨nkck_{e¥gm|Q¤ |)gf_c{j _g ¦ Q ¢¨_y}e*d¢¨h{sgfnOjf[]_ hH{t]y?h^{lvemlo_)]ym__e h{v]y?zsl jltt_ ¤ ^(_)ememgm_F_)c "{Jgm_k¦ Lºvo_Fjnkc]yloy}em_ ¤ gf_j nkc{c]h oe}gf_7o_yjnkc]j _){efy_)O{g}lt^| yMhgo_7hYc]whkwx_H|)em]zslt|_)e ¤ _cz{nkc{c{_g {c]_zs_ ymj)gmlv{emltnkc7Qnkgm^_vo_u°]hg_)W_)^{t_z{|)ª{c{ltgºj _¥]_gf_){gf|ym_)cOem_¥o_jnkc]j _){e !.
(104). . . . . /1 243[5C698;:<5 =/>0? @>DE/F G DJ8;GG/:K3 LA3GG>0G% 3 " (,^& a" K
(105)
(106) ! " K
(107) " " u;n d¢£nkc jf[{_gfjf[{_. ^_e}emgm_F_cS|)Oltz{_c{j _o_y j nkc{j _sefy_eo_){gfy"gf_)he}lonkc{y ¦/Q ¢£_ yeq¢ÓhY{{gfnOjf[]_H {¤l¡ a" _
(108) y eFjf[{nkloylo_7z]hc{y ! nkgmzWp §K_)e0¦ G_yj nc]j _){efy7y}nkcJegf_){gf|ym_cJem| yMhgFz{_ y uC_)c]ym_)^{o_yz{_^(nkemy {lduWz]hc]y¥{c3j ncOem_)Oef_z{nkcsc]|ku]y}nkcJe¥ltcJef_)gfjf[Mhc{wx_hso_ y¦ Hc#^^_?^(nke'9_){e h{MhYgmef_)c{ltg ¤ st]ylo_sgfy¡y Jc]y}_efy«{l]gf_){gf|ym_cJem_cJe¥hlvc]y}lsh Dnk Oym|)^lt_zs^(ne ×Írg6q)gNÒÊØy× eMÈÊÏ9oÒ fYÐÔ&Ï ]CÇYÌ4~Æ _mk ÉÕÈÊ~Ï u _yk«iNÐÐmÍ. mÔ ih&_iNÔ
(109) Ð}Ï?]-Ì4ÏAÔAk´gÆ f°Ð}ÉÕÍKgÔ f°Ù¸ÆAÆAÐ}×Ï ÍÑN×)ÈÓÍ°ÈÓÏ}4Ì Ø k'ÈÓÍY× ÒÓÐ}Ï ÉÕ4Ì kÇNÒÓtÐ lNÐmvÏ iNÐFÒÊ×HÙ Ì `Æ k'Ð ]-4Ì k ]C4Ì k ÐmÍ . . . ee Í f f6g;h.
(110) °. K "
(111) P a " 1
Documents relatifs
Dans chaque ville et pour toutes les lignes de tramway considérées, il faudrait disposer des trafics avant et après ouverture d’une ligne et de plusieurs projections d’évolution
Le fait d’écrire à partir d’une oeuvre d’art visuelle ressemble à une forme de contrainte; nous croyons par ailleurs que cette pratique a eu un effet durable sur l’écriture
variables d'ordre psychologique: soit f.amiliale ou personnelle, soit so- ciale, soit professionnelle, soit une combinaison de ces facteurs. Ce patient a récupéré
For the two coolest objects in Figure 3.6, HD 4539 and PG 1716+426, both at Ta < 27, 000 K, there is a good match between the predicted synthetic spectra and the FUSE data: the
lui inculquer le registre li'lquistioue, les l1abitudes alimen- taires et vestimentaires ainsi que le comportement des bour- geois de Québec. Pierrette Paul doit
La conciliation emploi-famille : des mesures à développer dans les milieux de travail Tableau 4 : Les dispositions favorisant la conciliation travailfamille dans les
Figure 2.4 Predicted (continuous lines) and observed values (filled circles: stands aged from trees with root collar; open circles: stands aged from trees without root collar)
Cette posture permet de dégager deux idées centrales : le poids des milieux professionnels locaux dans l’intermédiation et le transit des idées, modèles et pratiques