A Hybrid hyperquadric model for 2-D and 3-D data fitting
40
0
0
Texte intégral
(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE. A Hybrid Hyperquadric Model for 2-D and 3-D Data Fitting Isaac COHEN, Laurent D. COHEN. N˚ 2188 January 1994. PROGRAMME 4 Robotique, image et vision. ISSN 0249-6399. apport de recherche. 1994.
(3)
(4)
(5)
(6)
(7) !#". $% &'!(". " *)+. ,-.)+)+/$0 1.243535687:9;<=>@?A3CB@D4EGFIHJLK7:9;<M= N+OQP4RSOUT/VVMWXZY \[ PS]#P4^`_badceW f(_gVhT R4W'W.^\i _bjk_gPSl N+OmP/nQW.^poqsrutpq [pT vwv#PSOm^AxuWsOmW/yUzwW.OUyUzwW-l|{u}G~SZY uT/lGc#T/OQ%~.4 X*Y X v(T RSWj I//wS +%W'veOQW/jW.lG^_gl^mzG_bjv#T v#W.OTZlwWycwOmi W'T/l#x
(8) jcwO`T4yWs_gVMvG_by_g^sVMPuxGWpzG_bj_gVMvG_yU_^ VMPuxGWp]#T4j`W/xPSlzGuv#W.OUa c#T4xGO`_by.jMTgP/pj TgPuy.T|T/l#x R gPS](T|yP4lG^mOQP/pP ¡^QzwWj`z(T v#WT/l#x¢T
(9) _bxGW i4T O_W^`P/5T.P/£T ]GgWjz#T v#W/j¤+W£xGW¥#lwW£TzuG]wO_bxszuGv#W.O¦adc#T4xGO`_byVMPuxGWe]GA_glu^QOQPuxuc#y_glwRA_gVvG_by_g^`g j`P4VW+gPuy.T.wvwOmPSv#W.Om^`_gW/jCPSl§TR gPS](T(j`z#T/v¨WVPuxuW+zwWTSxuiST/lG^¦T R4WP ePSceO5VPuxGW¤ _j5^Qz(T ^C_g^IxGW/jmyO`_g]#W/j R gP4]#TT l#xgPuy.T.\vwOmPSv#W.OQ^_gW/jA^QzwOmPScwR4z T cwlG_ba cwW'_gVvu©_by_g^|W/adc(T ^`_gP4l _gWbxd_glwRT OQWvwOQW/jW.lu^UT ^_gPSl%P ^QzeWpj`z#T/v¨W\]u'VMW/T/l#jªP #_g^Uj+v#T/OUT/VW.^mW.OUj¤f _gl#xGW.v#W.l(xGW.lu^`g'P/C^mzwWpyUzwP jW.l*lGceVW.O_by.TeOQW/jP gcw^_P4l5zwW xwT/^UTZ¥#^m^`_glwR_bjP4]w^UT._glwW/x^QzwOmPScwR4z^QzwW|VZ_glG_gV*_«T ^`_gP4lP/\T/l
(10) W.leW.OQR4 f¨VMPuxGW_glwR:^QzwW§T ^m^QOUT4y^`_gP4l^mP xwT/^UT'_l(xGW.v#W.l#xGWlG^:P/+^mzwWA_VMvG_by_g^xGW/jmyO`_gvw^_gPSlP ¬^QzeW'jz#T v#W q^QWOIj`^Qc(xGd_glwRp^QzeW®R4W.PSVMW.^mOQAP/wzuGv#W.O¦adc(TSxGO_yjªT/l#xszwP/ ^mzwWj`z#T/v#W\xGWP4OQVhjC\zwW.lW@VMPuxd_ jk_gRSzu^`g _g^UjA_VMvG_by_g^Wadc#T/^`_gPSl¯f+W:T/OQW:T/]GgW ^QP%xGW¤¥#lwWhT lLTgRSP4O`_g^QzeV°P4O*T/cw^QP4V T/^`_by OQW¥#lu_leRP ^QzeW¥(^\]GhTSxwx _leR:T lTSxGW/a c#T/^QW^QW.OmV±^mP*^QzwWA_gVMvG_yU_^¡OQW.vwOmW/j`WlG^¦T ^`_gP4l5@zG_bjR4W.PSVMW.^mO`_byT vwvwOmP T4yz TgP/pjT/lW²³y_gW.lu^@xGW/jmyO`_gvw^_gPSlMP 5^mzwWpxwT/^UTsv#P/_lu^Uj@T/l#xT/l T/cw^QP4V T/^`_by^mcwlG_glwRP ¯^QzwW¥#^T4y.yPSO¦xd_glwR ^QPM^QzeW'xuW/jk_gOQWxT4y.ycwO¦TSy´ µ
(11) ¶ ·5¸Q¹|º#/»ª4¼Vvu©_by_g^pyceOQi W/j@T l(xjcwO`T4yW/j¤f#N+T O¦T VMW.^QO_ypVPuxGW¤j¤f#tWP4OQVhT ]GgWVPuxuWbjf½q^m^QOUT4y¾ ^`_gP4l
(12) v#PS^mW.lG^_bTfªr W.R4VWlG^¦T ^`_gP4l5fCr cwOTSyWOQWyPSl#j^QOmc#y^`_gP4l5 ¿ÀMÂÁ ÃÅÄ.Æ Â\Á ÇÉÈgÃÅÊÅËUÌ. Unite´ de recherche INRIA Rocquencourt Domaine de Voluceau, Rocquencourt, BP 105, 78153 LE CHESNAY Cedex (France) Te´le´phone : (33 1) 39 63 55 11 – Te´le´copie : (33 1) 39 63 53 30.
(13) % *)+. $ $$ !#". ) &|!#". */ .
(14) : \
(15)
(16)
(17) : u¶ ¶- PSc(jZvwOW/ j`WlG^mPSl#j xeT l#j y¤WO¦T vwv#P4OQ^:cwl¢lePScwi W/T/c VPux W gWxGWyPScwOm]#W/jW.^hj`cwOTSyWj _gVvu©_by_g^mW/j @WAVMPux W gWW/j^]#T4j W| j`cwO@gW/jzGuv#W.OUa c#T4xGO`_ba cwW/j®v#W.OmVW^cwl:y¤PSlu^QO"P/! gWgPuy.T.IW.^R/gPS]#T.¬xGW bT³P4OQVMW*W.^VPu#x W¤ ©_bjW cwlwW*R4OUT l(xGW i4T O$_ W %^ Wh xGW'PSOmVW/j¤& @WMVPu x W¤ Wh x ' zGuv#W.OUa c#TSxuO`_badceW/jAzGu]wO`_bxGWj W/j^#x W ¥#lG_#WlZ_glu^QOQPuxucG_bjQT lu^\ x ' cwlwWpVhT lG(_ W. OmW_VMvG_by_g^QWa cwWba cwW/j+vwOmPSvwO$_ W %^ W/ jªgPuy.TgW/j\xeT l#j@cwlwW\OQWvwO W. ¾ j`WlG^¦T ^`_gP4lR/gPS]#T.W´ )l³xGW/j\T.i4T lu^UT R4W/j\xGWy¤WVMPu x W gW|yPSl(jk_bj`^mWsWlbTZOmW.vwO W j`W.lu^UT/^`_gPSl:xuWAvwOQP4vwO`*_ W. ^ W/ j gPuy.TgW/jpW.^\R gPS](TgW/jAv#T Opcwlw+ W W/ a c#T/^`_gPSl:_VMvG_by_g^QW*v#W.OmVW.^m^UT/lG^£xGW|y.T O¦TSy^ W. O`_bj`WObT'PSOQVMW|xGWA( ' PS]unQW^ v#T/O( ' _glu^QW.Om, V W xd_bT_gOQWMxGWjv#T/OUT/-V W. ^mOQW/jpxGcVPu x W¤ W_gl#xGW.v#W.l#xuW.VVMW.lu^pxGWsbT*O W/ jP gcw^_P4llucw, V W. O`_ba cwW ./' T/vwvwOm1P 0u_gV T/^`_gPSlxGWj+xGPSle2 l W. W/j+W/j^®P4]w^QWlwlGceW\v#T O+bTsV*_glG_gVZ_bjQT/^`_gPSl x ' cwlw3W W. leW.OQR/_WpVMPu4x W _bjQT lu^celwW PSO¦yW| x ' T/^Q^mOUTSy¤^`_gPSl:_l(xGW.v#W.l#xGWVW.lu^pxGWAbTxuW/jQyO_gvw^`_gPSl
(18) _gVMvG_by_g^QW*xuWbT'PSOmVW qvwO W/ j@Ti P/_gO W 0(T V*_g2l W gW/j®veOQPSveO`$_ W. ^ W j®R W PS, V W. ^QO_a cwW/jxGW/j@zGuv#W.OUa c#TSxuO`_badceW/j+W.^®( '5W i P gcw^`_gP4l
(19) xuWbT PSOmVW|v#T OO¦T vwv#PSOm^|T %c 0v#T O¦T -V W. ^QOmW/jAxGcVMPu x W gW f#lwPSc(jsT.i P4l#jA#x W ¥(lG_+cel%TgRSP4O`_g^QzwVMW v#W.OmVW.^m^UT/lG^ x ' T , V W _P4OQW.Op6 ' T vwveOQP 0G_gVhT ^_P4l xuW/jAxGP4lw2l W. W/j\W.lO¦T.nQPScw^¦T lu^AxuW/j^QWOQVMW/7j TZ bT OQW.vwO W/ j`WlG^¦T ^`_gP4l_gVvu©_g¾ y_g^QW´8 @W^Q^QWpT/vwvwOmPuyzwW¡&R W. P4, V W. ^mO`_ba cwWv#W.OmVW^+cwlwW¡xGW/jmyO`_gvw^_P4l ¥½T ]GgWxuWAxGP4lw9l W. Wj W^®cel yP4lG^m"O P/! WxGc lwP4V*]wOQW|xGWv#T/OUT -V W. ^mOQW/jW.l P4l#y^`_gP4lxGWAbTvwO W/ y_bjk_gPSlj`P4cwz#T_g^ W. W :ºw/¸U" ;<¶ = @P4cwOQ]#W/jAW.^j`cwOTSyW/j\_VMvG_by_g^QW/j¤fIo
(20) Pu x W gW/jv#T/OUT/, V W. ^mO`_ba cwW/jf¯o
(21) Pu x W gW/j>t W P4OQVhT ]GgW/j¤f NªP4^QW.lu^`_gWbjp x ' T/^Q^QO¦TSy^_gPSl5f5r W.R4VW.lu^UT/^`_gPSl¯f#[W/y¤PSl#j^QOQc(y^`_gPSlxGW|j`cwOTSyWj .
(22) . $:)¬
(23) %p)+³$. AjÅ_leRT j`z(T v#WOmW.vwOmW/j`W.lu^UT/^`_gPSl_gl-yP4Vvecw^QW.OMi _jÅ_gPSl ]¨Wy.T VMWTl(T ^QceOUTsT vwvwOmP T4yz ^mPxGW/jmyO`_g]#W T l(x
(24) yUz#T O¦TSy^mW.O`_g«.W|TMj`W.^\P/} ¾t P4OA/¾Åt xwT/^UTuCqVMPSleR*^QzwW|xd_ ½W.OQWlG^¡T vwveOQP T4yzeW/jxuW/jQyO_g]¨Wx³_gl
(25) ^mzwW yP4Vvwce^QW.O\i _bjk_gPSlOQW/jW/T O¦yz5fwWy.T/lybTSjmjk_:^QzwWj`W|T vwveOQP T4yzeW/j£_gl^`PMxd_bj`^_l(y^AyUT4jQjW/j wOQW.WpPSOQV VMPuxGWbjAT l(x
(26) v#T O¦T VMW.^QO_y'VMPuxGWbj¤CzwW'¥(OUj`^pPSleW'OQW¤W.OUj\^QP ^mzwW*jvG_glwW*VPuxuW@xuW¥#lwW/x:^QzwOmPScwR4z
(27) _g^Uj gPuy.TxGW.R4OQW.W*P/OQWW/xGPSV TgP/_leR^mzwW*VPuxuW©_glwR%T/l#x^mzwW*OQW.veOQW/jW.lG^¦T ^_P4lP/pT:_xuWi4T O_gW.^P j`z(T v#W/jw¼l ^mzwWjvG_leW'VMPuxGWfw^QzwWpPuyTIvwOmPSv#W.OQ^_gW/jj^QW.V OQP4V±^mzwWgPuy.T.@xGW¤¥#lG_g^`_gPSlP I^mzwW|j`z#T/v¨W´ zG_bj*TgP/pjZ^mzwWMOQW/yP4l#j`^mOQc#y¤^`_gPSlP ¡T:_bxGW:iST/O`_gW.^P j`ceO`TSy¤W/jsOmW.vwOQWj`W.lu^QW/x
(28) ]u%xGW.l(j`W:xwT/^UTuª¼l ^QzeWv#T4j`^| W/T O¦j'j`Wi W.OUT.T cw^mzwPSO¦j uf uf@~ wf@~. @z#T.i W*_©gc#j^QOUT/^QW/x ^mzwW c#jWP/\OQW.W*PSOmV VPuxGW¤®_gl _gV T/RSWvwOmPuyW/jQjÅ_glwRZP4O\VPuxuW©_glwR³T l#x yUz#T/OUTSy¤^QW.O_«¤_leRZ_gVhT RSW|j^QOQc(y^QcwOmW/j pl ^QzwW¡PS^QzeW.O\z#T l(xCfG^mzwW v#T/OUT VMW.^mO`_byVMPuxGW¨T OQWpxuW¥#lwW/xs_glhTAR gPS]#T.½V T/lwlwW.Oª_ W SW\z(Ti W£TAcwlG_badceW\W/adc(T ^`_gP4l:yzeOUTSy¤^QW.O_«¤_leR ^QzeWMj`cwOTSyW ¯zwWMxd_ ½W.OQW.lu^A^uv¨WjP £W/adc(T ^`_gP4l#j TgR4W.]wOUT._bySf v#P gulwPSV*_bT T.©gP/ ^QPyUz#T O¦TSy^mW.O`_g«.W ^QzeW*j`z(T v#W^mzwOQP4cwRSz%Thj`VhTj`W^P/v(T OUT/VW^QW.O¦j5r W.i W.O¦TIVMPuxGWbjAW.OmWsc(j`W/x ½qgRSW.]eOUT_byMj`cwOTSyWj P pzu_R4zxGW.R4OQW.W ©~ f vGbT l(T O.fIa c#TSxuOUT ^_bySf+jcwv#W.OUa c#TSxuO`_by ©~4f@~.}wf@~X T/l#x T.jPzGuv#W.OUa c#T4xGO`_by GfI v#T/^UyUzwW/j#zeW'R gP4]#TxuW¥#lG_g^`_gP4lP/@^QzwWj`WVPuxuWbjz#TSj\vwOmP i Wx³_g^c(j`WcGglwWjQjP4OAxGW¤¥#lG_glwRhTR gPS](T yP4l#j`^mOUT_glu^P4l:^QzwWjz#T v#W|T l(xhP4O¥#^Q^_glwRi WOQMj`v(T OUjW|xwT ^¦TG W.i WOQ^QzeWgW/jQj¤fd^mzwWyUzwP _byWP/¬T'VPuxGW¤ xGW.v#W.l(xwjP4l:^QzwW|T vevG_yT ^`_gP4l T/l#xP4l
(29) ^QzeWs^uv#WsP/@xeT ^UT*^QzeWsVMPuxGWIz(Ti W^mPMxGW/TI_g^mz5 ¼l ^QzG_bj@v#T v#W.O\WAT4xwxGOQWjQj^QzeWvwOmPS]GgW.V P ¬xGW¥(lG_glwR'gPuy.T¯vwOQP4v¨WOQ^P4lTsR gP4]#T¬jz#T v#WVPuxuW o
(30) PSOmWveOQW/y_bjÅ´fGWpW/j^UT ]u©_bjz
(31) zwP/ ^QP§xGW¥#leW_gVvG_by_g^`ggPuy.T.IvwOQP4v#W.OQ^_Wj®_l³TsR gP4]#T¬jz#T v#WVPuxuW r W.i WOUTeT/^Q^mW.Vve^Uj5W.OmW®VhTSxuW^QPTgP LR gPS](T½T/l#xsgPuy.T½jz#T v#WpyP4lG^mOQP/Å4¼`l ~ ^QzeW\T ce^QzwP4OUj+VWOQRSW T'R gP4]#T T l#x:T'gPuy.TIVMPuxGWI]u xuW¥#lG_glwRhT*xd_bj`vGbT4yW.VMW.lG^¥(WbxhOmPSV Tjcwv#W.OUa c#T4xGO`_byj`z#T/v#W'^QP'¥(^ } ¾t T l#x/¾Åt xwT ^¦TGIzG_bjxd_bj`vGbT4yW.VMW.lG^¡VW/T4j`cwO_glwR:^QzwWMxd_bjv#T O_^]#W.^WW.lT jcwv#W.OUa c#T4xGO`_byMT l#x ^QzeW¥(^Q^QWx
(32) xwT/^UTGfG_bjlePS^¡xGW/jQy¤O`_g]#W/x^mzwOQP4cwRSzTjvG_leW*VPuxGW¤¬T l#xy.T lwlePS^p]¨W|OQW.veOQW/jW.lG^mW/x^mzwOQP4cwRSz TMj`VhT¬j`W.^\P/@v#T/OUT VMW.^mW.OUj¤ tW¥#lu_leR_gVvu©_by_g^%PuyT\veOQPSv#W.Om^`_gW/jPSl T³R/gPS]#T.pj`z(T v#W VMPuxGWd_gWbxwjTj`z#T/v¨WMVMPuxGW£xGW¥#¾ lwW/x
(33) ^mzwOQP4cwRSz8TcwlG_ba cwW jW.^AP/\v#T/OUT VMW.^mW.OUj_gl#xuW.v#W.l#xGW.lu^`gP4l^mzwWMj`v#T/OUjW.lwW/jmjP/\^mzwWMxwT ^¦TGIzG_bj TgP/pjA^QPhxGW/jQy¤O`_g]#W'R gP4]#TT/l#x³gPuy.T.+veOQPSv#W.Om^`_gW/j^mzwOQP4cwRSz%T*cwlG_ba cwWs_gVMvG_by_g^AW/a c#T ^_P4l
(34) _gWbxd_glwRT OQWvwOQW/jW.lu^UT ^_gPSl
(35) P/+^mzwW|j`z#T/v#W']u VWT l#jP/+_g^Uj\v#T O¦T VMW.^QW.O¦j ). . . .
(36). . . . . . . . . . . . . "!$#%&(')'. .
(37) ¼ l*^QzG_bj+v#T v#W.O@WpxGW¥#lwW£TAzGu]wO`_bx R gPS]#T. PuyT @R4W.PSVMW.^mO`_byOQW.veOQW/jW.lG^¦T ^_P4lP/#_VMvG_by_g^\yceOQi W/j T l(xjcwO`T4yW/juzG_bj+OQWvwOQW/jW.lu^UT ^_gPSlhTgP pjc(j ^mP|xGW¥#lwW\R/gPS]#T.IT l(x§gPuy.T.IyP4l#j`^mOUT_glu^Uj@PSlM^QzwW\OmW/yPS¾ i W.OmW/xj`z#T/v¨Wjª^QzwOmPScwR4zMTAjk_glwR/gW\v#T O¦T VMW.^QO_yVMPuxGW4zG_bjªVMPuxGWu_jI]#TSjW/x'PSl|^QzwW^QzwWzGuv#W.OUa c#TSxuO`_by VMPuxGWw_glu^QOQPuxuc#yW/x*]G AT/l#j`P4l [WyW.lu^`g f AT/ l
(38) wz#T.i Wc(j`W/xMT lMzGuv#W.OUa c#T4xGO`_byVMPuxGWwP4O j`z(T v#WOQW/yP/i W.Om cw^^mzwWAzuGv#W.O¦adc#T4xGO`_byVMPuxGW¯xGP WjlwPS^£TgP ^QzwWxuW¥#lG_g^`_gP4lP/5gPuy.TIvwOmPSv#W.Om^`_gW/j T l(x
(39) OQW.VhT_gl#jpTR gP4]#Ty¤PSlui W 0j`z(T v#W*VPuxuW pl
(40) ^mzwW*y¤PSlu^QOUT/OQ:^QzeW'zuG]wO_bxzuGv#W.O¦adc#T4xGO`_byVPuxGW¤ TgP/pjTgPuy.T.¯yPSlu^QOmP #P/C^mzwWpj`z(T v#W f T/l#x'^QzwW\OmW/yP/i W.OmAP ½lwP4lw¾Åy¤PSlui W 0MjVP P4^Qzhj`z#T/v¨Wj zwWpjz#T v#W OQWyP/i W.OQAOQP4V _gVhT RSW¡xwT/^UT_bj®xuPSlwWp^QzwOmPScwR4z:TlucwVMW.O`_by.T.#v#T O¦T VMW.^QWO`_g«/T ^_gPSl P/5^QzeW\OQW/yP/i W.OmW/xj`cwOm¾ TSy¤WMT l#x^QzwW*V*_glG_gVZ_g«/T/^`_gPSlP/\T/lWlwW.OQR4 f#VPuxGW¤©_glwR^mzwWMT ^m^QOUT4y^`_gP4l ^QPxwT/^UT_gl#xGW.v#W.l#xuW.lG^gP ^QzeW_gVMvG_yU_^pxuW/jQyO_gvw^`_gPSlhP I^QzeWAjz#T v#W uq^mW.Oj`^Qc(xGd_glwR|^QzwWpRSWPSVMW.^QOm*P 5zuuv¨WOUa c#TSxGO_by.jT/l#xzwP/ ^QzeW_gOAjz#T v#WMxGWP4OQVhj\zeW.l
(41) W'VMPuxd_
(42) jÅ_R4zG^g
(43) _^¦j_gVvu©_by_g^W/a c#T ^_gPSl5f#W§T OQW§T ]GgW|^QP:xGW¤¥#lwW*T/l TgR4PSO`_g^mzwV PSO\T/cw^QP4V T/^`_byAOQW¥(lG_glwR'P/+^mzwW¥(^]uMTSxwxd_glwRhT l³TSxGW/a c#T/^QWA^mW.OQV ^mP'^QzeW_gVvG_by_g^\OQWvwOQW.¾ j`WlG^¦T ^`_gP4l5Czu_j\RSWPSVMW.^QO_yT/vwvwOQP´TSyUzTgP pj¡T l
(44) W¤²:y_gW.lu^\xuW/jQyO_gvw^`_gPSlP ¬^QzwW|xwT/^UT*v#P _glG^¦jT/l#x
(45) T/l T ce^QPSVhT ^_bys^QcelG_glwR P ¬^QzeW¥(^AT4y.yPSO¦xd_glwRM^QPM^QzwW|xGW/jÅ_gOQW/x:TSyycwOUT4y zG_bjZleW. T/vwvwOmP TSyUzLTgP/pj^QP%yP4l#jk_bxGWOi W.Om%yPSVMvGg W 0 _gVMvG_by_g^ jcwO`T4yWxGW/jQy¤O`_gvw^`_gP4l¢P T Om¾ ]G_g^QO¦T Om xGW.R4OQW.W´+¼`^*OmW.vwOmW/j`W.lu^Uj*T/l Tg^QWOQl#T/^`_gi W
(46) ^mPj`P4VWT vevwOQP´TSyUzwW/j]#T4j`W/xPSl ^mzwW
(47) W_gV*_l(T ^`_gP4l ^QzeW.PSOm ~ ufª~4~ IxGW/xd_by.T/^QW/x
(48) ^mPv#P gulwPSV*_bTbjsP/@_lu^QWRSW.O¡xGW.R4OQW.W #zeW'lucwVWO`_by.T¬v#T/OUT VMW.^mW.O`_g«/T/^`_gPSl W.l#T/]GgW/jTbj`P^QzwW*c(j`W*P £^QzwWMyUT4jQjÅ_yhxGWPSOmV T/^`_gPSl%vwO_V*_g^`_gi W/jj`c(yz%T4j^¦T v#W.O_leRwf+T 0G_bT.@^_j^|T l#x ]#W.l#xd_glwR } Gq\^mzwPSceRSzj`P4VWpP I^mzwW/j`WxGWPSOmVWxjz#T v#W/j\y.T/l ]#WAPS]e^UT_glwWx³^mzwOQP4cwRSzh^QzwWAveOQPSv#P´j`W/x zuG]wO_bxVPuxuWfw^QzwW/jWveO`_gVZ_g^_i Wj\y.T l ]#WA_gl#j`WOQ^QWx xd_gOQW/y¤^`gZ_gl:^QzeWAlGceVW.O_by.T½v#T/OUT VMW.^mW.O`_g«/T/^`_gPSlP ^QzeWszuu]wO`_bx VPuxuWI^QPhyPSVMvGgW.^mW'T*_bxGWOUT/lwRSW|P jz#T v#W'VMPuxGW_glwRw zwWP4O :OQW.v#P4OQ^QWxh_gl^QzG_bj\v#T v#W.OpOQW.veOQW/jW.lG^¦j®^mzwOQW.WVhT.nQPSOpy¤PSlu^QO`_g]wce^`_gPSl#j¤ . . . . . . . . %W*xGW¤¥#lwW*T*lwW.R4W.PSVMW.^QO_bysOQWvwOQW/jW.lu^UT ^_gPSl
(49) P/@_VMvG_by_g^|ycwOQi Wj\T l#xjcwO`T4yW/j\VPuxGW¤©_glwRT. _bxGW\i4T O_gW.^'P Éj`z#T/v#W/j zeW\lwW.VPuxuW#W.lwz(T l#yWjª^QzwWpyUT4jQjÅ_yT½zGuv#W.OUa c#T4xGO`_byVMPuxGW½jÅ_l(yW _g^¡TgP pj¡T l_gVMvG_by_g^xGW¥#lu_^_gPSl
(50) P/+gPuy.T¬vwOmPSv#W.OQ^_gW/j£_ W*y¤PSl#y.T.i _g^`_gW/j. zG_bjleW.-xuW/jQyO_gvw^`_gPSl
(51) _bj\c#j`Wx³PSOpjz#T v#W*OmW/yP/i W.OQ'OmPSV _gV T/RSW§xwT ^¦TZ^mzwOQP4cwRSz%T*lGceVW.O_by.T. v#T/OUT/VW.^mW.O`_g«/T/^`_gPSlMP ½^mzwW\OQW/y¤P i WOQW/xj`ceO`TSy¤WpT l#x'^mzwW\VZ_glG_gV*_g«/T ^_P4lP/IT/l*W.lwW.OmRS f/VPuxuW©_glwR ^mzwW|T ^Q^mOUT4y^`_gPSl^mPMxwT ^¦T§_gl#xuW.v#W.l#xGW.lu^`g:P ¬^QzeW_gVMvG_by_g^xGW/jmyO`_gvw^_P4lP ¬^QzwW|jz#T v#W . !.
(52) %Wz#T.i W'xuW¥#lwW/x:T/lTgR4PSO`_g^mzwV PSO¡T cw^mPSVhT ^_yOQW¥(lG_glwR P ^QzwWA¥#^p]G³TSxwxd_glwR³T lT4xGW/a c#T ^mW. ^mW.OQV ^mP
(53) ^QzeWZ_gVMvG_yU_^*OmW.vwOmW/j`W.lu^UT/^`_gPSl¯ªzu_j'R4W.PSVMW.^mO`_by T vevwOQP´TSyUzTgP/pj*T l W²³y_gW.lu^|xGW/j`¾ yO_gvw^`_gPSlP I^mzwW|xwT ^¦T'v¨P/_glG^¦jT/l#x:T lT cw^mPSVhT ^_yA^mcwlG_glwRMP I^QzeW¥(^\TSyyPSO¦xd_glwR^mP*^QzwWxGW/jk_gOmW/x T4y.ycwO¦TSy É_gl#T.©g WveOQPSv#P´j`W|TslwW¢lucwVWO`_by.T½v#T/OUT/VW.^mW.O`_g«/T/^`_gPSlT.©gP/_glwRhT l W²³y_gW.lu^xGW/jQy¤O`_gvw^`_gP4l P I^mzwW j`z(T v#W*yUz#T O¦TSy^mW.O`_g«.Wx³]u ^mzwWA_VMvG_by_g^Wadc#T/^`_gPSl¯ zwW'v(T v#W.O_bjP4OQR T/lG_g«.W/xT4jP gP/pjªr Wy^`_gPSl%}'_bjPSlzGuv#W.OUa c#T4xGO`_by.jVMPuxGWfwPuyc#jÅ_leRP4l
(54) ^mzwW yP4Vv#T/O`_bj`P4l _g^Qz jcwv#W.OUa c#T4xGO`_by.j¤f^QzwWxGW¤¥#lG_g^`_gPSl P/^QzeWzuuv¨WOUa c#TSxGO_by³VMPuxGWT l(x PSlL^QzwW:c#jW P £T lucwVWO`_by.T¬v#T/OUT VMW.^mW.O`_g«/T/^`_gPSl5+r Wy^`_gPSl% W 0evGbT_gl#jA^mzwW*lwW.-zuu]wO`_bxzGuv#W.OUa c#TSxuO`_by'VPuxuWª_gl xGW.^¦T_dr´W/y^`_gP4lsX\_bjªT/]#PScw^5¥#^Q^_glwRzuu]wO`_bxszuuv¨WOUa c#TSxGO_by ^mPpxwT ^¦T](TSj`WxsPSl§T lW.lwWOQRS¡VZ_glG_gV*_«T ^`_gP4l T vevwOQP´TSyUz5fG_g^AxGWjQyO_]#W/jpTbjP T*lwW. RSW.P4VW^QO`_byT vevwOQP´TSyUz³P4OAT/lT cw^mPSVhT ^`_byOQW¥#lu_leRP/@^QzwWp¥#^]u TSxexd_glwR:^QW.OmV j®_gl^QzeWs_gVvu©_by_g^OQWvwOQW/jW.lu^UT ^_gPSl55r W/y^_gPSl '_j¡T ]#PScw^A¥#^m^`_glwR i WOQ:jv#T O¦j`W*xeT ^UThT l#x ¥#l#T.³j`W/y^_gPSl 'xGW/jmyO`_g]#W/jTleW. lGceVW.O_by.T#v(T OUT/VW^QW.O_«T ^`_gP4l
(55) T.P/_glwRhT l W¤²:y_gW.lu^@xGWjQyO_ve^`_gPSl P §VP4OQW%RSW.leW.OUT.*jz#T v#W/j¤¼Ågc#j`^mOUT ^_gPSl#j%T l#x W 0wv#W.O_gVW.lu^UT.OQWj`cGg^UjT OmWR/_i Wl _gl-^mzwW x _ ½W.OmW.lu^ j`Wy^`_gPSl(j^mPW.lu©_gR4zG^mW.l
(56) ^mzwWVPuxGW¤¬T l#x:^QzwWRSWPSVMW.^QO_yAVMW.^QzePuxwjc#j`WxC . . . . \
(57)
(58)
(59). ¼l @P4Vvwce^QW.O_bjk_gPSl¯fCVP´j`^pP4Oejc#jk_glwRM_VMvG_by_g^|j`cwOTSyW|VPuxGW¤j¡T OQW|]#TSjW/x
(60) PSlj`cwv#W.O¦adc(TSxGO_yj zwW/jW:j`ceO`TSy¤W/j*T OmW_gl#ygc#xGW/x _gl¢T
(61) VMPSOmW RSWlwW.OUT.pybT4jQj'P j`z(T v#W:VPuxGW¤©_glwRef^QzwWhzGuv#W.OUa c#TSxuO`_by VMPuxGW WPSOmWxGW/jQy¤O`_g]G_glwR ^mzG_bjVPuxuWAW:OQW/y.T.¥#O¦j`^M^QzwWxGW¥#lu_^_gPSl P §jcwv#W.OUa c#TSxuO`_by.j@¼l ^QzeW³P/P/_glwRLW:vwOQWj`W.lu^*^QzwW/¾Åt jcwO`T4yW:VPuxGW¤jMP |jcwv#W.OUa c#TSxuO`_by.j T/l#x zuGv#W.O¦adc(TSxGO_yjZ]wce^ l#T/^QcwO¦Tg
(62) ^QzeW/j`W|VPuxGW¤jpT OmW*xGW¤¥#lwW/x:T l(xc#jW/x
(63) jÅ_V*_bT O`g
(64) P4OA}/¾Åt ycwOQi WVMPuxGW_glwRTSjpj`zwP/Wxh_gl ^QzeWs$W 0#T/VvGgW/j\T/l#x$W 0wv#W.O_VMW.lu^UT.5OQWj`cGg^Uj¤ . .
(65)
(66) . zwW|j`cev¨WOUa c#TSxGO_by.jAT OmW|xGW¥#lwWx³]u ^mzwWA_VMvG_by_g^AW/a c#T ^_gPSl . "!$#%&(')'. ! # " . . $ '( *~ ) &% . U~. .
(67) PSOp^QzeOQPSceRSz
(68) ^mzwWv#T O¦T VMW.^QWO`_g«/T ^_gPSl. . ) ( jk_gRSl ( jk_gRSl ! ) " ( $ ) % jk_gR4l. kyP j +yP´j y¤P j @yP´j } jÅ_gl @yP´j jk_gl @yP´j # kjk_gl jk_gl ' \zwW.OmW ( } mf )U} uT l#x /} ) /} Å zwW/jW:j`cwOTSyWjsT/OQW¥(^Q^QWx ^mP
(69) ^QzeW xwT/^UT:^QzwOmPScwR4z ^mzwWMVZ_glG_gV*_«T ^`_gP4l P/¡xd_ ½W.OQW.lu^*y¤O`_g^QW.O_bT
(70) xGW.¾ v#W.l#xd_glwRLPSlT.i4T_bT ]uWLxwT/^UTuq\©PSO wj OmW.v#PSOQ^mW/x P4l-jcwv#W.OUa c#TSxuO`_by j`ceO`TSy¤W/j c#j`W%^QzwWW$0wvG_by_g^ v#T/OUT VMW.^mW.O`_g«/T/^`_gPSl P ^mzwWjcwO`T4yW zG_bjv#T/OUT VMW.^mW.O`_g«/T/^`_gPSl¢_bjlwP4^:T.i4T_bT ]GgWPSO zuGv#W.O¦adc(TSxGO_yj T l(x³_gl#xGc#y¤W/jTMxd_ ½W.OQWlG^¡T vwveOQP T4yz:PSO¡xwT ^¦T§¥(^Q^`_glwReCqpl
(71) W 0evG_by_g^v#T/OUT/VW.^mW.O`_g«/T/^`_gPSlP/@^QzeW'jz#T v#W z#T4j*T
(72) V T.nQP4OMTSxGi4T/lG^¦T RSW +¼`^§TgW.i _T/^QW/j*^QzeW³¥(^Q^`_glwRveOQPuyW/jmj Å\z#T/^QW.i WO'^QzeW
(73) yUzwP´j`W.ly¤O`_g^QW.O_gPSl _bj jk_gl#y¤W_g^\R _gi W/jT/l W 0evG_by_g^pyPSlu^QOmP 5P/I^QzwW¡v#T O¦T VMW.^QW.O¦jxGW¤¥#lG_glwR*^QzeWAVPuxuWfwT l(xT.bj`P*VhT W/j@W/TSjÅ_WO ^QzeWsc(j`WP xuWPSOmV T/^`_gPSlvwO`_gV*_^_gi W/j } W.i W.Om^QzwW¤WjQjf4^QzwW_gVZ_g^¦T ^`_gP4l#jP Éj`cwv#W.O¦adc(TSxGO_ypVPuxGW¤jT OmWAxGceW^mP'^QzeWAjV T.©¯jW.^@P ¬TgP/\T/]GgW j`z(T v#W/jf£jk_gl#yW^QzwW:VMPuxGWp_jhyPSl#j^QO¦T_glwW/x¢]uT
(74) W. R gP4]#Tv(T OUT/VW^QW.O¦j kj`c#yUz T4jOUT4xd__Åf£TSj`v#W/y¤^ OUT/^`_gP j¤g T l(x
(75) yP4l#j`W/a cwW.lu^`g z(Ti W|T*jV T.©¬lucwV*]#W.OP/xGW.R4OQW.W/jP/ªOmW.W/xGP4V
(76) pcwO:RSP T.'_bj^mPLxGW¥#lwW
(77) _gVMvG_by_g^`gj`P4VWgPuy.T§vwOQP4v#W.OQ^_WjPSl T R/gPS]#T.Mj`z(T v#W VMPuxGWpzwW TSxuiST/lG^¦T R4WAP ¯j`c(yzhT lhT vwveOQP T4yz*_bj+^Qz#T/^®^mzwW¡j`z#T/v¨W\_bj@j`^`_IxuW¥#lwW/x']u*TAcwlu_a cwW¡j`W.^¬P 5v(T OUT/VW^QW.O¦j _gl#xGW.v#W.l(xGW.lu^`g'P/5^QzeW\yUzwP jW.l*lGceVW.O_by.T#OmW/j`P/gcw^`_gPSl¯GzeW\V T._lMv#P _glu^®P/½^QzG_bj+vwOQP4v#W.OQ^s_bj+^Qz(T ^+^mzwW gPuy.T¯yP4lG^mOQP/#P ½^QzeWpj`z#T/v¨W¡xGP W/j+lwP4^@xGW.v#W.l(xZP4l*^QzwWpxwT/^UTAOQWj`P gcw^_gPSl:T4j¬_gl*^mzwWpy.TSjW\P ÉxGWPSOmV T/]GgW j`cev¨WOUa c#TSxGO_by.j ~ 5P4Opj`vG_glwW*VMPuxGWbj W\veOQPSv#P´j`W¡TlwW.VMW.^QzwPuxsP4O@xGW¥(lG_glwRA_VMvG_by_g^`g*PuyT#vwOmPSv#W.Om^`_gW/jª_gl TR/gPS]#T.5jz#T v#WpVPuxuW zG_bj5VW.^mzwPux'T/vwvG_gW/jª^mPAT_bxGWiST/O`_gW.^AP/w_gVvG_by_g^ªcwl(y^`_gPSl|VPuxuW©_glwR kadc#T4xGO`_by.j¤f/j`cwv#W.O¦adc(TSxGO_yjf TgR4W.]wOUT._by jcwO`T4yW/j U P/W.i WO.f@W yzwP P´j`WT zuGv#W.O¦adc(TSxGO_y%R gPS]#T.Mjz#T v#WVPuxuW f\jk_gl#y¤W _g^ _gl#ygc#xGWjVMP j^_gVMvG_yU_^¡VPuxGW¤jpT l(xz#T.i WT*_bxGW'i4T O_gW.^ P TgP/\T ]uWhj`z(T v#W/j . . . . . . $. . . . . . . .
(78). . . . . . . !" #. . . . . . . . $ #. . .
(79) .
(80) . . .
(81) . . . . . . . . . . . . . . . %'&()#*+,. . .-/* 1032. zwWpzGuv#W.OUa c#T4xGO`_by.j@T OmWP4]w^UT._glwW/x ]G§yPSl(jk_bxGW.O_leRMTsjcwV P ÉT l:T/OQ]G_g^mOUT OmlucwV*]#W.O+P/C_glwW/T/O\^QW.OmV j OUT._bj`W/x*^QPv#P/W.O¦j Å4zG_bj®RSWlwW.OUT/^QW/j¬j`z#T/v¨Wj \zeP j`Wp]#PScwl(xd_glwR'v#P gu^QP4v¨Wj®z#T.i WpT Om]G_g^QO¦T OQ*lucwV*]#W.O P ¬TSyW/j¤ . !.
(82) q-zGuv#W.OUa c#TSxuO`_byAVPuxGW¤5_jpxGW¥(lwW/x ]Gh^QzwW|j`W^\P @v#P _glu^UjpjQT/^`_bjk _glwR ( )! )$. . \zwW.OmW. . . . _bjpT* ¾t T²hlwWAPSOQV . . . . ( ) ! ) $ . ~. . . . . . . ( )! )$. . . . .
(83). . . !. . . . $. . . . ÅX ) . \zwW.OmW ) ) ) @T/l#x ¬T/OQW*y¤PSl#j^UT lu^Uj ¦ rS_gl#yW ) ! ) $ ( ~|T #l xT T OmW'v#P jÅ_g^`_gi Wscwl(y^`_gPSl(jf#Wz#T.i WPSO¡T Uf ) ! ) $ -~. .
(84). . . . . . . . . . . . " . . .
(85) . . . . . . . . . zG_bj³bT4j`^
(86) Wadc#T/^`_gPSl xGW¥#lwWjTLj`^mO`_gv-]#PScwl(xGW/x ]u¢^mzwW^P zuuv¨WOQvGbT leW/j ) ! ) $ ( ~%T l#x ( '~4wzwW¡zGuv#W.OUa c#TSxuO`_by_j^mzGc(j®_l(ygc#xGW/x_gl:^QzwW_glu^QW.O¦j`W/y¤^`_gPSl:P ¬^QzeW/j`Wj^QO_v(j\zG_byUz )! )$ y.T/l]#W§T lT/OQ]G_g^mOUT OmyPSlui W 0hv¨P/gG^mPSv#W jW.W¥#R4cwOQW/j MT l#x']¨W¤P/ ¦ ¼ÅpT^QzeW W 0ev#PSlwWlG^¦j pT/OQWMRSOQWT ^QWOA^Qz#T/l ~Sf _bjT
(87) yP4lGi W 0:cwl(y^`_gPSl8T l#x^QzwW*_gl#jk_bxGW³j`W.^ xGW¥(lwW/x ]G ( % j ^. ) ! ) $ ~ ) )! )$ _bj@yPSlui W 0¯.qg^QWOQl#T/^`_gi Wg f _¯j`P4VW\ W 0ev#PSlwWlG^¦jªT/OQWgW/jQj+^mz#T l:~4fSW£y.T l*OmW/yP/i W.O5lwP4lw¾Åy¤PSlui W 0§j`z#T/v¨Wjf Tg^mzwPScwR4z^mzG_bj_glG^mOQPuxGc(yW/jAjPSVMW*jk_glwR4cGbT O_^_gW/j_gl^QzeW*j`z(T v#WMT l#x:V T W/j\^QzwW§yPSVMvwcw^¦T ^`_gP4lP @^mzwW j`W^\P @v#P _glu^Uj ) ! ) $ @jP gcw^_P4lP/ @a# i W.Omcel#j`^¦T ]GgW )lG_ W^QzwWjcwv#W.OUa c#T4xGO`_by.j¤fwzGuv#W.OUa c#TSxuO`_by.j\xGPMlwPS^\z(Ti WT'RSW.lwWOUT¯ W 0evG_yU_^pv#T/OUT VMW.^mW.O`_g«/T/^`_gPSl ]#W/y.T/c#j`W^QzeWAlGceV*]¨WOP ¬^QWOQVhj W 0(yW.W/xej¬_glRSW.lwWOUT¯^QzwWlucwV*]#W.O@P j`vwzeW.O`_by.T.IiST/O`_bT ]uWj W.l#yW ^QzeW*j`P/gcw^`_gPSl(jsP @a# k £T OQW*P4lGg
(88) P4]w^UT._l(T ]GgW ^mzwOQP4cwRSz%TlucwVMW.O`_by.T.@jP gcw^_P4l5f5\zG_byzW*xGW^UT_bj _gl
(89) ^mzwWlw W 0e^pj`W/y^_gPSl5 ¼l É_gRScwOmW'~\W\OmW.vwOmW/j`W.lu^¬j`PSVMWp} ¾t zGuv#W.OUa c#TSxuO`_by.j@xGW¥#leW/x'_g^QzM^QzwOmW.W f.PScwOfGT/l#xs¥#i W\^mW.OQVhjf lwP4lwW P £^QzwWV _j|j`uVVMW.^mO`_byS5zG_bjAT4j`^'W/T/^QcwOmW yUWT O`g%xd_bjmyO`_gV*_l(T ^QWj'^QzwWMzGuv#W.OUa c#T4xGO`_by.jAOQPSV ^QzeW jcwv#W.OUa c#TSxuO`_by.j'VMPuxGW É_gRScwOmW:}
(90) jzwP/pj'j`P4VWh ¾t jcwO`T4yW/jsP4]w^UT._glwW/x_g^Qz :T l(x ^mW.OQVhjf W/T4yz _glwW'OmW.vwOQWj`W.lu^Uj@^QzwW|jQT/VW|zGuv#W.OUa c#T4xGO`_byAPS]w^¦T_glwW/x:_g^Qz%xd_ ½W.OQWlG^\ W 0ev#PSlwWlG^¦j . . . . . . . . . . . . . . . . . . ". . . . . . . !. . . $#. %". . . . . . "!$#%&(')'.
(91) É_gRSceOQW~ r´PSVMW W 0(T VMvGgW/jAP ¡} ¾t±zuGv#W.O¦adc(TSxGO_yj+zeWZ¥#R4cwOQWhOQW.vwOmW/j`WlG^¦j^mzwOQWWzuGv#W.O¦adc(TSxGO_yj PS]e^UT_glwWx
(92) _^mzufwXMT l#x ¥#i W^QW.OmV j@_^mzW 0ev¨P4lwW.lu^UjR4OQW/T/^QW.O\^mz#T lPSlwW . . .-/* 1032. %'&()#*+,. . ,.
(93) . )#* 10 . )#(/*)#2 ). q lMW²³y_gW.lG^T/vwvwOQP´TSyUz ^QP§j`P/i W ®a# +lucwVWO`_by.Tg*_j^mP*yP4l#jk_bxGWO\TsO¦TSxd_bT.Iv#T O¦T VMW.^QW.O_g«/T ^_P4l:P ^QzeWszuuv¨WOUa c#TSxGO_by ( ) uyP j @yP´j ) ) ( ) djk_gl +yP´j ! ) ) ( ) djk_gl $ ) ) \zwW.Om
(94) W )
(95) Gf )U} AT/l#x /} ) /} Å@zG_bjv(T OUT/VW^QW.O_«T ^`_gP4l¢_jMxGW¥(lwW/x ]u j`WT OUyUzG_glwR*PSOpW/TSyUz ) TMjQyTbT O ) V*_glG_gVZ_g«_glwR ". . . . . . . . . $. .
(96). . . . .
(97). . . . . . . $. $. . . . . . . . . . . . . .
(98) #. . . . /. . . . $ #. . . . . . ) ). $ 3. ~ ". . . . \zwW.OmW ( ) ! ) $ U#zu_jAV*_glG_gVZ_g«/T/^`_gPSl_bjxGP4lwW'PSOW/T4yzlwPuxGW ) P/pTOmW/y^UT/lwRScuT/ORSO`_bx ]u c#jk_glwRhT .CW.i W.lu]¨WOQRS¾oT O¦adc(T OUxu^\VW.^mzwPux qg^QzwP4cwRSz|^QzwW@zuGv#W.O¦adc(TSxGO_y+W/a c#T/^`_gPSl ¯y.T/l'xuW¥#lwWj`P4VWjz#T v#WxGWP4OQVhT ^`_gP4l#jÉ_ W®^¦T v#W.O_leRwf ^QzeW\lGcwVMW.O_yTev#T O¦T VMW.^QW.O_g«/T ^_P4lR/_gi W/j+TV*c#yUzVP4OQWpyP4VVMPSlMT/vwvwOmP TSyUz'PSO j`z#T/v¨W¡xGWP4OQVhT ^_P4l#j T l(x TyPSlu^QOmP £P p^QzeW/j`W:xuWPSOmV T/^`_gPSl#j¤+¼l#xGW.W/xPSleW:y.T lW/T4jk_gxGWP4OQVT
(99) jz#T v#W OQP4V _g^Uj'v(T OUT/¾ VMW.^QW.O_g«/T ^_P4l } ¬T l#xz#T.i W*T/l _glu^QcG_g^_i WhyP4lG^mOQP P ^QzwWMxuWPSOmV T/^`_gPSl#jAO¦T ^QzeW.O^Qz#T/l^QP:c#j`WMjPSVMW TgR4W.]wOUT._bysvwOmPSv#W.OQ^_gW/j®P/I^QzwWAv(T OUT/VW^QW.O¦jxGW¥(lG_glwR*^QzwWpzuGv#W.O¦adc#T4xGO`_bySezwW/jWTgRSW]wOUT._yAvwOmPSv#W.Om^`_gW/j T OmW*lwPS^W/T4j`^mP PS]w^¦T_gljÅ_l(yWWMy.T lz(Ti WMT/l%T Om]G_g^QOUT/OQ%lGceV*]¨WOP/_glwW/T O|^QW.OmV j OUT._jW/x^mP T Om]G_g^QO¦T OQ: W 0ev#PSlwWlG^¦j . . . . . . . . . . !.
(100) É_gRSceOQW¡} /¾Åt zGuv#W.OUa c#T4xGO`_by.j+PS]e^UT_glwWxZ_g^Qz A^QW.OmV j Å^QP4v ¬T l#x A^mW.OQVhj Å]#P4^Q^QP4V ¦uzwWpj`cwOTSyWj PSl^QzwWO_R4zG^pWOQWAP4]w^UT._leW/x
(101) ]GhyUzwP P jÅ_leR W 0ev¨P4lwW.lu^UjgP W.O\^Qz(T l
(102) P4lwWAPSOpPSlwW|/¾Åt-©_glwWT OP4OQV &
(103)
(104)
(105) °
(106) . . $. . . . %WlwP/ vwOmW/j`WlG^PSceO'lwW. VMW.^mzwPux PSO§xGW¥#lu_leR_gVvu©_by_g^ gPuy.T.\vwOmPSv#W.OQ^_gW/js_glTR/P4]#T¡jz#T v#W VMPuxGWuzG_bj\T vwvwOmP T4yz:y¤PScGbx T.jPMT vwvuM^QP|T_xuWAi4T O`_gW.^*P/C_gVvu©_by_g^cwl(y^`_gPSlhVPuxGW¤©_glwR a c#T ¾ xGO_yjf+jcwv#W.OUa c#T4xGO`_by.j¤f@TgRSW.]eOUT_byj`cwOTSyW/j U P/Wi W.O.fCW:yUzwP P jW:T
(107) zGuv#W.OUa c#T4xGO`_byR/P4]#T¡jz#T v#W VMPuxGW Åf´jk_gl#yW\_g^ _gl#yUc(xGW/j®VMP j^+_VMvG_by_g^VMPuxGWbjT/l#x*z#T.i WpTs_bxGWpiST/O`_gW.^'P/¬TgP/\T ]uWj`z#T/v¨Wj ¼l ^mzwW zuGv#W.O¦adc(TSxGO_y VMPuxGWp^mzwW:j`z(T v#W_bj*xGW¥(lwW/x R gPS](Tg¢]u ^QzwW³xd_ CWOQW.lu^'_leW/T O*PSOmV j¤ zwW/jW PSOQVhjMxGW¥#lwW:^mzwWyPSlui W 0 ]¨P4cwl#xd_glwRv#P gu^QP4v¨W\zu_yUzR _gi W/jMT R4W.PSVMW.^mO`_by:xGW/jQy¤O`_gvw^`_gP4l P ^QzeW*j`z(T v#W 5qAj\W|z#T.i W|j`W.W.l^QzG_bjVMPuxGW TgP/pjA^QP:xGWjQyO_]#W§T_bxGW*i4T O`_gW.^:P £jz#T v#W/jAjÅ_gl#yW'W y.T/l
(108) c#jW*T lcelG_V*_g^QW/x
(109) lucwV*]#W.OpP +_glwW/T/OAPSOQVhj pP W.i W.OfG^QzeW*xGW¥(lG_g^`_gPSl%P @lePSlw¾yPSlui W 0j`z(T v#W/j _bj*j`^_©£z#T O¦x^QPTSyUzG_gW.i W lGceVW.O_by.T@_gl#j`^¦T ]G__g^ fT/vwv#W/T O¦T l#y¤W P ¡yc(j`v#j T l(x8W yT lwlwP4^*yP4lG^mOQP/ . . . . . . "!$#%&(')'. .
(110) `j cu²:y_gW.lu^`g|^QzwWpjz#T v#W¡T l#x'^mzwWgPuy.T ^_P4l P ¯^QzwW£xGW/jÅ_OmW/xMyPSl#yTi _g^ *wcwOm^QzwWOQVMPSOQW^QzwW\R/gPS]#T.5jz#T v#W _bjVMPuxd_¥#W/x½ zwW@V T._gl'lwP/i Wg^P/wP4cwOIT vevwOQP´TSyUzs_bjÉ^mP_gl#yPSOmv#PSOUT/^QW_gl^QzwW@zuGv#W.O¦adc(TSxGO_y+VMPuxGWeT/l'T/OQ]G_g^mOUT Om lucwV*]#W.OP/yPSl(y.T.id_g^`_gW/j\PSO\gPuy.T¬vwOmPSvwO_W^`_gW/jpT ^p^QzwW|xGW/jÅ_gOQW/xgPuy.T ^_gPSl#j¤ _i Wl jPSVMW_gVMvG_yU_^W/a c#T ^_P4l#j®OmW.vwOmW/j`W.lu^`_glwR|xd_ ½W.OmW.lG^jz#T v#W/j¤fwj`P4VW¡T ce^QzwP4OUj®z(Ti W\veOQPSv#P´j`W/x ^QP yP4V*]G_glwW:^QzwW.V^QP%yP4l#j`^mOQc#y^MlwP4lw¾Åy¤PSlui W 0Lj`z(T v#W/jzG_bj*\TSj*RSWlwW.OUT.LxGP4lwW
(111) ]uyP4V*]G_glG_glwR W_gvw^`_by T/l#xzuGv#W.Om]¨P/_yhj`z#T/v¨Wj'T l(xyP4Vvecw^`_glwR^QzwW'_glu^QW.O¦j`W/y^_gPSl P/\v#P jÅ_^_gi W:T l#xlwW.R´T ^_i WMi PS¾ gcwVMW/j\r c#yUzLj`cwOTSyW/j*z#T.i Wyc#jv#j T ^M^QzeW_glG^mW.OUjW/y^_P4l¢v#P _glu^Uj T/l#x¢^QzeW
(112) PS]e^UT_glwWx j`cwOTSyW/jMT OmW lwP4^OmW.vwOQWj`W.lu^QW/xM^QzwOmPScwR4zT*cwlG_badceWs_gVvu©_by_g^AWadc#T/^`_gPSl¯ (ceOQ^QzeW.OQVMPSOmW fwid_bjc#T_g«_glwR:^QzwWj`W|j`cwOTSyWj c#jc#Tg vwOmPuxGc#yW/j*T/OQ^_©T4y^Uj¤ª¼l#j^QW/T4xWMc#j`Wh^QzwW:T/vwvwOmP TSyUz vwOmPSv#P jW/x ]G ¡T l#jPSl ®](TSj`Wx8P4l yP4V*]G_glG_glwR W 0ev#PSlwW.lu^`_bT.@^QW.OmV j_gl
(113) ^mzwW'zuGv#W.O¦adc(TSxGO_y'Wadc#T/^`_gPSl¯CzG_bjT vevwOQP´TSyUz
(114) _j¡jk_gVZ_bT O^mP^mzwW lwW.R´T ^_i Wi P/ceVW/j_gl
(115) ^mzwWQ]GgPS]e]GZVMPuxGW zwW|j`z#T/v#WsveOQPuxGc#y¤W/x ]GhT l: W 0ev#PSlwW.lu^`_bT.IP ¬zGuv#W.OUa c#TSxuO`_by_j\TmzG_hyW.lu^QW.OmW/xT/^\^QzwWyW.lu^QW.O P ¬^QzeWyPSlui W 0Mv#P gu^QP4v¨W|P ¬^QzwW¡zGuv#W.OUa c#TSxuO`_bySwq¡xwxd_glwR*^QzeW/j`WA^mW.OQVhj®^mPMT'zGuv#W.OUa c#T4xGO`_byW/a c#T/^`_gPSl TgP/pjTgPuy.T¯yP4lG^mOQP/#P ¯^QzwWpjz#T v#W¡T l#x*^QzwWgPuy.T/^`_gPSlhP 5^mzwW/jW\zG_©bj¤d¼l*^mzwWP gP/_leR*WpyP4V*]G_glwW ^QzeW/j`W W 0ev#PSlwW.lu^`_bT.¬j`z#T/v¨Wj_g^Qz
(116) zuuv¨WOUa c#TSxGO_by.j q zuG]eO`_bxzuGv#W.O¦adc(TSxGO_yPSOTMyP4Vv#P jÅ_g^QW*zuGv#W.O¦adc#T4xGO`_bys_bj^mzGc#jpxGW¥(lwW/x^mzwOQP4cwRSz%T/l_gVMvG_yU_^ W/a c#T ^_gPSl
(117) P/@^QzeWs^uv#W .
(118) ) ! ) $ ( ( . ~) )! )$ ) ! ) $ mW
(119) \zwW.OmW ¯T l#x
(120) T/OQW¡ ¾t _glwW/T/O®PSOmV jª_ W\^QzwP´j`W¡xGW¥#leW/x§_gl @a¨ X ¦f OQW.vwOmW/j`WlG^¦jª^QzwW\lucwV*]#W.O P ¡j^QO_v(j'xGW¥(lG_glwR
(121) ^mzwW zuGv#W.O¦adc#T4xGO`_bySf _bjs^QzeW lGceV*]¨WOAP ¡yP4l#y.T.i _^_gW/jsc#jW/x%T l#x 1' jT OmW^mzwW lucwV*]#W.OUj'P/|j`^mO`_gv#j xGW¤¥#lG_glwR%^QzwWj`z#T/v¨WP WTSyUz¢y¤PSl#y.T.i _g^`´@[W.VhT O ^Qz(T ^*_l(j`^QWTSx¢P c#jk_glwRT/l W 0ev#PSlwW.lu^`_bT.IW|yPScuxjk_gV*_©bT/O`gc#j`W|T'cwl#y^_gPSl
(122) \zu_yUz:z#TSj\^QzeW'jmT VMWQ]#Wjz#T v#W fG_ W ~ ) ~ ) )
(123) ! $
(124) PSO¡xGW¥(lG_glwR^mzwW|yPSl(y.T.id_g^`_gW/j\PSO\^mzwWAgPuy.T¬vwOQP4v#W.OQ^_WjP ¬^QzwW|jz#T v#W W.l#y¤W\WpW.l#xcwvM_g^Qz:Tv#T O¦T VMW.^QO_byVPuxuW¯xGW¥#lwWxZ]u Iv#T O¦T VMW.^QW.O¦juzwW/jW v#T/OUT VMW.^mW.OUjIxGW¥#leW\^QzwWR gPS]#T.¯T l#x'^mzwW®gPuy.T.½j`z#T/v#WP/#^QzwW\zuu]wO`_bxszuuv¨WOUa c# TSxGO_byS ¼l*^mzwW®P/©gP/_glwRwf . . . . . . . . . . . . . . . . . . . . . . . ". . #. . . . . . . #. . . . !. .
(125) É_gRSceOQW d¼l#jW.OQ^_glwR|xd_ CWOQW.lu^@^`uv#W/j+P IW 0ev#PSlwWlG^_T.#cwl#y^_P4l#j _gl:TybT4jQjk_by.T.5zuGv#W.O¦adc(TSxGO_y¡j`z#T/v¨W´ zG_bj¥#RSceOQW'_c(j`^QO¦T ^mW/j*TzuGv#W.O¦adc#T4xGO`_by*xGW¤¥#lwW/x
(126) _g^Qz ^mW.OQVhj ÅP4l^QzwW'gW^ \_g^Qz%PSlwW´fC^PhT l#x ^QzeOQW.W¡yPSl(y.T.id_g^`_gW/j\T4xwxGW/xM^QP*^QzeW¥#OUj^\jz#T v#W uWyT l lwP4^QW^Qz(T ^^mzwWxGW¤¥#lG_g^`_gPSl:P/+^mzwWAy¤PSl#y.T.i _g^`_gW/j _bj£gPuy.T.@T/l#x
(127) xuPlwP4^AxuWPSOmV±^mzwW\zwP gWMj`z(T v#W'P/+^mzwWA_lu_^_bT@zuGv#W.O¦adc(TSxGO_y4 . . . . ). W*OmW.vwOmW/j`W.lu^\^QzeWMj`W.^AP/ \v#T/OUT/VW.^mW.OUj¡xGW¥#lG_glwR:^mzwW*zGu]wO_x
(128) zuuv¨WOUa c#TSxGO_by']GT i W/y^mPSO r P gcw^_gPSl-P/*^QzeW
(129) _VMvG_by_g^:W/adc(T ^`_gP4l k hy.T l ]#W%xGP4lwW_l xd_ ½W.OQWlG^ £T.wj¤ AT/l#j`P4l Az(Ti W vwOmPSv#P jW/x ^QP*jP gi WjW.v#T O¦T ^mWg^mzwWzuuv¨WOUa c#TSxGO_byv#T Om^\T/l#x^QzeWW 0ev#PSlwWlG^_T.5v#T/OQ^P I^QzeWW/a c#T/^`_gPSl T l(x^QzwWlVW.OmRSWM^QzwWMjcwO`T4yW/jv#T ^¦yzwWj5zG_bjd_gWbxwj|TjW.^P £v¨P/_glG^¦j'jQT/^`_bjk _glwR ®a A_g^QzwP4cw^ T lu:R gPS](TxGWjQyO_ve^`_gPSl%P @^mzwW'\zeP gWMj`z#T/v#W wW§xGP lwP4^z(Ti W|TcelG_badcwW|v#T O¦T VMW.^QWO`_g«/T ^_gPSl%P ^QzeWsP4]w^UT._glwW/xj`ceO`TSy¤W ÉP¡OQW.vwOmW/j`WlG^½^QzwW£j`z#T/v¨W\P/#^QzeW®zuu]wO`_bxszuuv¨WOUa c#TSxGO_bySf W@c#j`W^QzwW@lucwVWO`_by.Tev#T/OUT VMW.^mW.O`_g«/T/^`_gPSl R _gi W.l
(130) _gl%jW/y^`_gP4l%}G uCzu_jAO¦TSxd_bT v#T O¦T VMW.^QW.O_g«/T ^_P4l y¤PSl#j^QOUT._gl#jA^QzwWMjW.^P/£TgP £T ]GgWhj`z#T/v#W]wce^ _g^_bjT lW²³y_gW.lu^OmW.vwOQWj`W.lu^UT/^`_gPSlP/^mzwWMj`ceO`TSy¤W ¨¼l%jW/y^`_gP4l ³Ws_glu^QOQPuxuc#yWMT RSW.leW.OUT.©_g«/T/^`_gPSl P ^Qzu_jpT vevwOQP´TSyUzTgP/_glwRTZv#T/OUT/VW.^mW.O`_g«/T/^`_gPSlP @VMPSOmW|yPSVMvGg W 0:zuGv#W.O¦adc(TSxGO_yjz#T v#W/j¤ ¼l ¥#R4cwOQWjT/l#x XW%jzwP/ ^QzwWc#jWP/*zuG]eO`_bx zuuv¨WOUa c#TSxGO_by.jPSO} ¾t T l(x /¾Åt jz#T v#W VMPuxGW_leRw#qAj+jzwP/W/x½fdWpy.T lMRSWlwW.OUT/^QW¡T lhT Om]G_g^QOUT/OQMlGceV*]¨WO+P ÉyPSl#yTi _g^`_gW/jT l#x*^QzwWpxuW¥#lG_g^`_gP4l P I^mzwW/jWAyP4l#y.T.i _^_gW/j®OmW.V T._gl#j gPuy.T.IT l(x xGP W/j@lwPS^VPuxd_M^QzwWpR gP4]#TÉj`z#T/v¨WP/5^QzeWzuGv#W.O¦adc(TSxGO_y4 ¢_g^Qz ^mzG_bjzGu]wO_xVPuxuWAW:z#T.i WxGW¥(lwW/xTv#T/OUT VMW.^mO`_byVMPuxGW¡\zG_byzLz#TSjMR gPS]#T.|T l(x PuyT vwOmPSv#W.OQ^_gW/jpzwW%R gPS](T§j`z#T/v#W vwOQP4v#W.OQ^_WjT/OQW%lwW/yWjQjQT/OQ_©§W_bj`z ^QPLyP4l#j`^mOUT._l ^QzwW%jW.^:P TSxuVZ_bjQjÅ_g]GgW%j`z#T/v¨WjT/l#x ^QzwW gPuy.TpveOQPSv#W.Om^`_gW/j*P ¡^QzwW:VMPuxGWy.T l]#W:c#j`W/x ^mPOQW¥#leWgPuy.Tg¢^mzwW . #. . ). . . . . ". . . "!$#%&(')'. . .
(131) É_gRSceOQW
(132) X tpW¥#lG_g^`_gP4l P |xd_ ½W.OmW.lG^*^uv#W/jZP/y¤PSl#y.T.i _g^`_gW/jZP4OMj`z#T/v¨WVMPuxGW_glwR _gl ¾t jcwO`T4yW/j¤ W.OmW WjzwP/ j`P4VW
(133) ^QW.OmV j'zuGv#W.O¦adc(TSxGO_yj`cwOTSyWj*TgPSlwR_g^QzL^P%T l(x ^QzeOQW.W:W 0ev#PSlwW.lu^`_bT. cwl#y¤^`_gPSl#j¤¨¼l^QzwWA¥#O¦j`^\©_glwW*WOQW.vwOmW/j`WlG^^QzwW_lu_^_bT@zuGv#W.O¦adc(TSxGO_y|T l#x:^QzwW§j`c#yyW/jQjÅ_gi W'T4xwxd_g^`_gP4l P I^P'y¤PSl#y.T.i _g^`_gW/juzG_bj+_©gc#j^QOUT/^QW/j\^QzeW_bxGWAi4T/O`_gW.^*P ÉTgP £T ]GgW|zGu]wO`_bx*zGuv#W.OUa c#T4xGO`_bypj`z#T/v¨Wj . . . `j z(T v#W AzeW T4xGi4T lu^UT R4W P §^QzG_bjT vwvwOmP T4yz _bj:^Qz#T/^^mzwW xGW/jQy¤O`_gvw^`_gP4l P/*^mzwW jz#T v#W OmW.VhT_gl#j
(134) T/l _gVvu©_by_g^:W/a c#T ^_gPSl xGW¥#lwWx¢]GLTj`VhTlucwV*]#W.OMP |v#T O¦T VMW.^QWOUj£zG_bj³leW. xGW¥(lG_g^`_gPSl-P/PuyT vwOmPSv#W.OQ^_gW/jyz#T/OUT4y^QW.O_g«.W/j\PScwOAVMPuxGW¬OQPSV ^QzwW|PS^mzwW.OxGW¤PSOQVhT ]uW*VMPuxGWbj ufª~ ªP4O|xGWPSOmV T/]GgW j`cev¨WOUa c#TSxGO_by.j ©~ ¡TgP/_glwR OQW/y¤PSl#j^QOQc(y^`_gPSl P |gPuy.T|vwOmPSv#W.OQ^_gW/j ^QzwOmPScwR4z-TbT OmRSW%lGcwV*]#W.OhP xGW.R4OQW.WjP +OmW.W/xGP4V±P/T*j`vG_glwW . . . !.
(135) , .)+)+ $0
(136) %/ s\
(137) . . . 1). )#*. zwW ¥#^m^`_glwR%P T
(138) zGuv#W.OUa c#TSxuO`_by:j`cwOTSyW:^QP%/¾Åt xwT ^¦T
(139) v#P _glG^¦jy¤PSl#jÅ_j^UjZ_glOQWyP/i W.O`_glwR^QzwWj`W^*P v#T/OUT VMW.^mW.OUj xGW¥#lu_leR^mzwWj`z#T/v¨WP e^QzwWjcwO`T4yW@^QzwOmPScwR4z'^QzeW _gVMvG_by_g^ @a# ¦/zwW/jW®v(T OUT/VW^QW.O¦j y.T/l ]¨WOQW/y¤P i WOQW/x_gl xd_ ½W.OQW.lu^ £Tej@P VMW.^QzwPuxej T OmWc#j`c#T. c(j`W/x PSO¥#^m^`_glwRv#T/OUT VMW.^mO`_by VMPuxGWbj^mP xeT ^UT*v#P _glu^Uj ¶ 5 S º S@zG_bjsVMW.^mzwPux jW.W ~X ªPSO|T l% W 0(T VMvGgWMT vwvu©_gW/x%^QPj`cwv#W.Om¾ »ª¶
(140) ¸ 5/
(141) »I a c#TSxuO`_by.j @_bj](TSj`WxPSlyUz#T O¦TSy^mW.O`_g«_glwRM^QzeW_gVMvG_by_g^j`cwOTSyW|jmT ^`_bjÅd_glwR ". . . . . . . . . . . ( )! )$ . ~). \zwWOQW _bj'xGW¥(lwW/x_gl @a¨ ¦f5TSj|T ]¨P4cwl#xwT/OQ%]#W.^W.W.lv#P/_lu^UjAgd_glwR:_l(jk_bxGW ^mzwW*zGuv#W.OQ¾ a c#TSxuO`_byAT l(x^QzwP´j`W\gd_glwR*P4cw^UjÅ_xuWA^QzwWpzuGv#W.O¦adc#T4xGO`_bySuzuc#jfSP4OW/T4yzh ¾t v#P _glu^ ) ! ) $ 5W z#T.i WA^mzwWAP gP/_leR
(142) yUT4jQjÅ_©¥¨y.T ^_P4l ) ! ) $ ~ ^QzwWv#P _glu^_Wj£_gl#jÅ_xuW f ( ~ ^QzwWv#P _glu^_bjP4l
(143) ^QzeWs]#P4cwl#xwT/OQ f U~ )! )$ ~ ^QzwWv#P _glu^_WjP4cw^UjÅ_xuW )! )$ ". . . . . . . . . . . . . . . .
(144) . g_ i W.l%T:j`W.^P/\/¾Åt xwT ^¦T³v#P/_lu^Uj¤fªP4lwWMy.T l%c#jW*^QzwWhT ]#P/i WMybTSjmjk_¥½y.T/^`_gPSl^QP ¥#^^mzwW*zGuv#W.OQ¾ a c#TSxuO`_by^mP'^mzwWAxeT ^UT]G§TWTSj`^m¾Åjmadc(T OQWjVZ_glG_gV*_«T ^`_gP4lP/5^mzwW_gl#jÅ_bxGW.¾PScw^¦jk_bxGWscel#y^`_gP4l5uzwW v#T/OUT/VW.^mW.OUjOmW/yP/i W.OmZ_bjpxGPSlwW]u V*_lu_V*_g«_glwR . . ~ "). U~4~ . \zwWOQW _j5^QzeW®lucwV*]#W.O5P/#/¾ÅtLxwT ^¦Tv#P _glG^¦j r W.i W.O¦TdT cw^mzwPSO¦jÉz#T.i W@lwP4^QW/xA^Qz(T ^I^QzG_bjIyO`_g^QWO`_gPSl xGP WjlePS^|yPSl(j`^QO¦T_gl W.lePScwR4z^mzwW jz#T v#WMOQW/y¤P i WOQ:P j`cwv#W.O¦adc#T4xGO`_by*VPuxuWbj ©~¤XwfCX jk_gl#yW'_g^ xGP WjlwP4^VMW/T4j`cwOmWsW¤²:y_gW.lu^`gM^QzwW|xd_bj^UT l(yW']#W.^WW.l ^QzeW'jcwO`T4yW*T/l#x ^QzwW|xwT/^UTu . . . )!)$. 3. . . . . I "; »I¶G » ¤/ ¶GS½zG_bj®VMW.^mzwPuxZ_bj]#TSjW/xP4l VZ_glG_gV*_g«_glwR^mzwW¡T vwvwOmP0G_gVhT ^QWxd_bj`^UT/l#yW. . ]#W.^WW.l^mzwWjcwO`T4yWT l(x/¾ÅtxwT/^UT'v#P _glu^Uj¤#zwWAzuGv#W.O¦adc#T4xGO`_byAjcwO`T4yW_bj\xGW¥(lwW/x^mzwOQP4cwRSz T/lMT OQ]u_^mOUT/OQ*lucwV*]#W.O+P ½^mW.OQVhjÉO¦T_bj`WxZ^mP'T/OQ]G_g^mOUT Om*v#P W.OUj¤f ^mzGc(jª^QzwW\$W 0#T4y^+y¤PSVMvwcw^UT/^`_gPSlhP . "!$#%&(')'.
(145) ^mzwW\xd_bj^UT l(yW_bj+yPSVMvwcw^¦T ^_P4l#TgMW 0wv#W.l(jk_gi W\T/l#x*j`P4VW.^_gVW/j5lucwVWO`_by.Tg'cel#j`^¦T ]GgW S¼l#j^QW/T4x T ¥#OUj^'PSO¦xGW.O§T vwvwOmP 0G_gVhT ^`_gP4l P/p^QzwWMW.c#yU©_bxGWT lLxd_bj`^¦T l#yWMOQPSVT
(146) /¾Åt v¨P/_glG^*^mPT«W.OQPj`W^ % _j:T xeT ^UT v#P _glu^ygP´j`W%^QP ^mzwW P/*jVP P4^Qz cel#y^`_gP4l#j_j c#jW/x ©~ uf\ q¡jQj`ceVW zuGv#W.O¦adc(TSxGO_y¡j`cwOTSyWT/l#x:j`cwvev¨P´j`W _bj^QzwWygP j`Wj`^\v#P _glu^\^Q P P4l:^QzwWjcwO`T4yW ^QzwWAv#P/_lu^ _bjlwP4^ GleP \l W 0evG_yU_^g £j`c#yUz:^Qz#T/^ ( ~'T/l# x ( Gfw^mzGc(j . . . . . . . . ( . ~ . .
(147) ". ( . .
(148). . . . Wl#yW|TRSP Pux T vwvwOmP0G_gVhT ^`_gP4lP/^mzwWMxd_bj`^¦T l#y¤W j`WW ©~ ÉP4OT yP4VvuW^QW*x _jmyc#jmjk_gPSl ¡lwW/T/O . . T*OQW.R4cGbT Opv#P _glG^ _ W #jc#yUz^mz#T ^ ( +_bj\R _gi W.l
(149) ]u ~ ) . .
(150) . . 3. . . . . U~}. . . . Åj _l(yW\^QzwW£ygP jW/j`^+v#P/_lu^ª_bjÉ_gl*^QzeW\xd_gOQWy^`_gPSlMP U É_g^Q^_glwR^QzwWzGuv#W.OUa c#TSxuO`_by ^mP T*jW.^\P /¾Åt xwT ^¦TZv#P/_lu^Uj\_jpxGP4lwW]G:T'gW/TSj^Q¾jQa c#T OmW/j\VZ_glG_gV*_«T ^`_gP4lvwOmPS]GgW.V "!# %$ %& '$' & & ) ( +*, - %. / 10 2 43'# 2$'576 +%$ 8. 69$! +. %;:=<?>@
(151) A#B 4C D ~ " U~ FE 0 '$ - , GH64&I/ '$J "!:=<?>K
(152) L#B , AT/l
(153) ½z#T.i WAc#j`Wx^QzG_bjpyO`_g^mW.O`_gPSl:^mP*OQW/yP/i W.O@zuGv#W.O¦adc(TSxGO_y¡j`z#T/v¨Wj£OmPSV _VhT R4W*xwT/^UTu zG_bj\T/vwvwOQP 0u_gV T/^QWxd_bj^UT l(yW_bj®]G_bT4j`W/xCf#jÅ_gl#yW\_©¬T|xwT ^¦T'v#P _glG^ _bjygP j`W¡^QP*T|yO`_g^_yT5v#P/_lu^ _Å W @Tv¨P/_glG ^ Lj`c(yzL^Qz#T/M ^ %T l#x N( ~ '^mzwW
(154) O¦T ^`_gP R/_gi W.l _gl @a# U~} ]#W/yP4VWj®T/OQR4W Czu_j_gVZ_g^UT/^`_gPSl yP4l#j`^mOUT_gl#jp^QzwW|j`W^\P T4xGVZ_bjmjk_g]GgWMj`z#T/v#W wPSO^QzwW¡zGuv#W.OUa c#TSxuO`_by.jf V*_glG_gVZ_g«_glwRM^QzG_bj\T/vwvwOQP 0u_gV T/^QWxd_bj^UT l(yWA_jjQT.WAPSlGg_gl:OQWyP/i W.O`_glwR yP4lGi $W 0*jz#T v#W/j¤G¼lM^QzG_bj@y.TSjW f -~S%f O ( ~ %fS^Qzuc#j+^QzwW\v#P/ulwP4VZ_bT R/_i Wl]u @a¨ k ¦f _bjAj^QO`_by^g%yPSlui W 0T/l#P x Q( $W 0#yWvw^AT/^_g^UjAy¤W.lG^mW.Opv¨P/_glG^5zG_bj_jplwP P4lwRSWOA^QOmcwW P4O^mzwWzGu]wO`_bx zuGv#W.O¦adc#T4xGO`_byVPuxGW¤Åw¢_g^mz
(155) ^Qzu_jpVPuxGW¤IWy.T/l
(156) z#T.i W|yO_^_by.TIv#P _glu^Uj\zu_©gW z#T.i _glwR*T.©½^mzwWv(T OUT/VW^QW.O¦j -~pxGceW^mPs^mzwW\ W 0ev#PSlwW.lu^`_bT.Ccwl#y¤^`_gPSl#j¤uql$W 0#T/VvGgW_bj®R/_gi W.l ]u ^QzeWszuu]wO`_bx zGuv#W.OUa c#T4xGO`_byycwOmi W " " ) ! ( } ! } }~ W 0ev;RU~ " ! ""S ) . . . . . . . 3. . . . . . . . . . . . . .
(157). . . . . . #. ". ". . .
(158). . . . . ". !.
(159) \zwWOQW W z#T.i W ) ! ( ~PSO|W/TSyUz ) ! ¡j`c(yz ^mz#T ^ " ! " ( ~Sf+T/l#x P/i W.O^QzG_bj*j`W^ WMTbj`P:z#T.i W ) ! ( GC¼l^Qzu_jy.T4j`W*^mzwW*c#j`W*P/pT:yO_^mW.O`_gP4lR/_i Wl]G ®a# U~.} ¡yPScGbx lwP4^veOQP/id_bxGWTj`P/ce^`_gPSl P ) ! ( ~S pW.l#yW ^mzwW:c#j`WP ^mzwWyO`_g^mW.O`_gPSlL]#TSjW/x P4l¢^mzwW T/vwvwOQP 0u_gV T/^QW*x _j^UT/l#yW*yT l:R _gi WW.OQOmPSlwWPSc#jpj`z#T/v#W/j£_gl^QzwW|y.T4j`W'P/+zuu]wO`_bxzuuv¨WOUa c#TSxGO_by.j W¡z#T.i Wj`W.Wl ^Qz#T/^\^QzwW|T/]¨P/i WAVMW.^mzwPuxwj\T OmWlwPS^pT/vwvwOQP4vwO`_bT/^QWsP4O\zGu]wO_xMVPuxGW¤j¤fw^QzwWA_gl#jÅ_xuW.¾ PSce^Ujk_bxGW*VMW.^mzwPux:xGP W/jlwP4^v#W.OPSOmV W T l#x:^QzwW|jW/yPSl(x
(160) T vevwOQP´TSyUzyP4cGbxlwP4^]#W'c(j`W/x:_^mz
(161) ^mzwW W 0ev#PSlwW.lu^`_bT.Gcwl(y^`_gPSl(j/¼`l^mzwW+P gP _glwRW®veOQPSv#P´j`WpTVMW.^QzwPux]#TSjW/xsP4l*T/l'W.lwWOQRS¡VZ_glG_gV*_«T ^`_gP4l VMW.^QzwPux \zG_byUzyUz#T O¦TSy^mW.O`_g«.Wj^QzwW| ¾t xeT ^UT*v#P _glu^UjW'T/OQW^QOmd_glwRM^QP'¥(^. . . . . . ".
(162). . . . . )#*.& ,* .03) (/( * .0
(163) zwWMT/]¨P/i WMyO_g^QW.O_T:T/OQW*OQW¤WiST/lG^¡PSlGg
(164) _pT.©®xwT ^¦T³v#P/_lu^Uj|T OmWMj`cwvwv#P´j`W/x^QP:]#W*v#T Om^P ^QzwWMjmT VMW PS]unQWy^. zwW.lT*jW.RSVMW.lu^UT ^_gPSl:^UT4j z#T4j^QP*]#W|xGPSleW'jÅ_gV*cGg^UT leW.PSc#jÅg^mP'¥#^^mzwWVPuxuW5^mP*v#T Om^\P ^QzeW'xeT ^UTuf¨^mzwWvwOQWid_gPSc(jT/vwvwOQP´TSyUzwW/jpT OmWslePS^pW²:yU_WlG^ qlT.g^QW.Oml#T ^_i WMT/vwvwOmP TSyUz_bj^mP c#jW*T lW.lwW.OmRS:]#T4j`W/xjcwO`T4yW'VMPuxGW½zG_bjvwzuwjÅ_yTg]#TSjW/x T vevwOQP´TSyUz5f¨c(j`W/xP4OAxGW¤PSOQVhT ]uW§j`cwOTSyWj¥#^Q^_glwR uf5~. f#yPSl#j^QO¦T_gl#jA^QzwW§j`W.^pP ®TSxGV*_bjQjk_g]GgW*cwl#y¾ ^`_gP4l#jAT l(xxuW¥#lwW/jpT*j`W^P/@T/vwvG_gW/xPSO¦yW/j#zu_j\VMPuxGW¬y.T/lTbjP]#W*jW.W.lTSjpT'VMPuxGWIP ¬_lu^QWOQl#T. T l(x³$W 0w^mW.OQl#T.CP4OUyW/jTSy^_glwRP4l ^QzeW'jcwO`T4yWT/l#x ^QzwW¥(^Q^QWxjcwO`T4yW_bjPS]e^UT_glwWx^QzeOQPSceRSzT/l:W/adcu_¾ _g]wO`_gcwVj`^¦T ^QW*P/\^mzwW/j`W'P4OUyWj5zwW'_glu^QW.Oml#T¬PSOUy¤W/jT OQW*c(j`W/x
(165) ^mP
(166) xuW¥#lwW*^mzwWMxd_ ½W.OQW.lu^|xGW.R4OQW.W/jpP OQWW/xGPSV P ¬^QzwW|j`ceO`TSy¤Ws\zu_©gW*^mzwW W 0w^mW.OQl(TCP4OUyWj\yz#T/OUT4y^QW.O_g«.W^QzwW|xwT/^UT*^QPM]¨WA¥#^m^QW/x½ ¼l-^QzwW%zuG]wO_bx zGuv#W.OUa c#T4xGO`_byVMPuxGW|^QzeWj`W.^P hT4xGVZ_bjmjk_g]GgW cwl#y^_P4l#j_bjTgOQWTSxG xGW¥#leW/x ^QzeOQPSceRSz:^QzwWp_VMvG_by_g^Wadc#T/^`_gPSl k @T/l#x:yPSl(j`W/a cwW.lu^`gMWxGP|lwPS^\leW.W/x^mP'c#jWT luZ_glu^QW.Oml#T½PSO¦yW ^QPyP4l#j`^mOUT._l ^QzwWMjW.^AP TSxGV*_bjQjÅ_]uW³j`P gcw^_gPSl#j¤ W.l#yW¤PSOQ^mz
(167) ^mzwW*W.lwW.OmRS:_j|xGW¥#leW/x
(168) PSlGg^mzwOQP4cwRSz ^QzeW W 0e^QWOQl#T.+PSO¦yW/j _ WZ_gl ~. U .CW.^c#j|yPSl(jk_bxGW.O|Tv#P4^QW.lu^`_bT yUz#T O¦TSy^mW.O`_g«_glwR^QzwWM W 0e^QW.Oml#T PSO¦yW/j _ W S^QzeWAT/vwvG_gW/xPSOUy¤W/j T OmWR/_gi W.l]u ( U4¼`lM^QzeWP4OQ^Qz(yPSV*_glwR'W_IyUzwP P jW Tv#P4^QW.lu^`_bT j`c#yUz^mz#T ^§TzuG]eO`_bxzuGv#W.O¦adc#T4xGO`_by_¥(^'^QzeW xwT/^UT
(169) ]uVZ_glG_gV*_g«_glwR^QzwWMW.lwWOQRS TSjmj`Puy_bT/^QW/x
(170) ^mP^mzwWv¨P4^QW.lu^`_bT. ( ) ! ) $ ! $ ) U~¤X . . . . . . . . . . . . . . "!$#%&(')'. . . . . . . . .
(171) \zwW.OmW _bj\^QzwW|j`W^\P @v#T/OUT/VW.^mW.OUj\xuW¥#lG_glwRM^QzwWzuGv#W.O¦adc(TSxGO_y. R _gi W.l:]u @a¨ k £T l#x. ( ) ! ) $ . . j`c(yz:^Qz(T ^ %. . ". ( )! )$ . . . ~. U~. !. . xGW¥(lwW/j^QzeWszuuv¨WOUa c#TSxGO_by'j`ceO`TSy¤W É_g^Q^_leR T*zGu]wO_x zuGv#W.O¦adc(TSxGO_yA^mPMxwT ^¦T§_bj^QzeW.l:W/adcu_i4T.WlG^\^mPZ¥#l(x³^mzwWjW.^\P ¬v#T O¦T VMW.^QWOUj V*_lu_V*_g«_glwR ^mzwWAcwl#y^_P4l#T @P @a# ¦~X ¦ . ". . . . , )#* 10 "0
(172) ) ) zwWA_gVvu©_by_g^¡xGW/jmyO`_gvw^_P4l:P ¬^QzwW|j`z(T v#WP T'zGu]wO`_bxzuuv¨WOUa c#TSxGO_bysT/l#x ^QzwWpT4y hP T lT l#T.gG^_yT W 0evG_by_g^v#T/OUT/VW.^mW.O`_g«/T/^`_gPSlV T WA^QzeWsVMPuxGWIV*c(yzMVP4OQW|xd_²³ycGg^\^QPMz#T l(xdgW w¼l#xGW.W/x½fGWy.T lwlePS^ W 0evwOQWjQjª^mzwWcwl#y^_gPSl#T. _lM^QWOQVhjªP ¯^QzwW\v#T/OUT/VW.^mW.OUj¬xGW¥#lG_glwR^mzwW\zGuv#W.OUa c#T4xGO`_by_l(xGW.v#W.l#xGWlG^ P (^QzwWyUzwP jW.lv¨P4^QW.lu^`_bT.*/zuc#jÉWy.T lwlePS^Ic#j`W£Txd_gOmW/y^5RSO¦TSxd_gW.lu^I]#TSjW/xsVMW.^QzePux'jk_gl#y¤W®Wy.T lwlePS^ yP4Vvwce^QW^QzwW|xGWO`_gi4T ^`_gi W/j ( )! )$ ! $ U~ zG_bj\ygW/T/O`g:xd_ ½W.OQWlG^_T/^QW/j^mzwWAVMPuxGW#OQP4V±^mzwWjcwv#W.OUa c#TSxuO`_by.j\jk_gl#y¤Ws^mzwWp W 0wvu©_by_g^\v#T/OUT/VW.^mW.O`_g«/T/¾ ^`_gP4lR _gi W.l
(173) ]u @a##} TgP/pj^QP:y¤PSVMvwcw^QWlucwVMW.O`_by.T.©g:^QzeW*xGW.O_giST/^`_gi W/j¤fCT/l#x
(174) yP4l#j`WadcwWlG^:^mPc#jW T*RSOUT4xd_gW.lu^]#T4j`W/x VMW.^QzePux^QPMOQWyP/i W.O@^QzwW|j`W^\P @v#T/OUT/VW.^mW.OUj\xuW¥#lG_glwRM^QzwW|jcwv#W.OUa c#TSxuO`_byS ¼l#j`^mW/TSx:W'veOQPSv#P´j`WMT^Phj`^mW.v
(175) lucwVMW.O`_by.T.IVZ_glG_gV*_g«/T ^_P4lP/^QzwWW.lwWOQRS MCzG_bjVMW.^mzwPux³_bj ]#T4j`W/x:PSlj`^¦T OQ^_glwROQP4V T l:_glG_g^`_bT@Wj`^`_gVhT ^mW'P ¬^QzeW'jz#T v#W f ~SpxGW¤PSOQV _^¡TSyyPSO¦xd_glwR^mP^mzwW|T vwvu©_gW/x PSO¦yW/j ( *f . ). . . . . . . . . . . ". }G\OmW/yP/i W.O^mzwWzGuv#W.OUa c#T4xGO`_byAv#T O¦T VMW.^QWOUj]u VZ_glG_gV*_g«_glwR ^QzeWcel#y^`_gP4l#T U~4~ U zwW/jW^`PMj`^mW.v#jpT OQWA_g^QWOUT ^mW/xcelG^_©IWOQW/T4yz:T*V*_lu_V*ceV P @^mzwWAcwl#y^_gPSl#T. U~¤X ¦ zG_bjVMW.^mzwPux:xd_ CWOUjOQPSV ^QzwW|ybTSjmjk_bysP4lwW/jpjk_gl#yWA_g^¡j`W.v#T/OUT/^QW/j^mzwW|yO`_g^QWO`_gPSlP ¬^QzwWRSP PuxulwW/jQj P ¥#^T/l#x ^mzwW*OQWyP/i W.OQ P/\^mzwW*zGu]wO_x
(176) zuuv¨WOUa c#TSxGO_by'v#T O¦T VMW.^QW.O¦j5q\^mzwPSceRSz W*c#j`WMT/l _gl#jÅ_xuW.¾ PSce^Ujk_bxGWMy¤O`_g^QW.O_gPSl ¦~S~ PSOp^QzwWv#T/OUT/VW.^mW.OUj\OQWyP/i W.OQ f W*xGPMlwPS^pW.l#y¤PScwlu^QW.O\^mzwWvwOQP4]GgW.V P/@zwP/ ^QPMW/j^`_gV T/^QW|yP4OQOQWy^`g ^mzwWW.c#y_bxGW/T/lxd_bj`^¦T l#y¤W']#W.^W.Wl ^QzwWzuGv#W.O¦adc(TSxGO_yjcwO`T4yW|T l#x:^QzwW|xwT/^UT v#P _glu^Uj Xwfw~¤X#fw~ (jk_gl#yW\_g^ _bjxGPSlwW\^mzwOQP4cwRSzh^QzwW¡xGW¥#lu_^_gPSl P/5^QzeW\v¨P4^QW.lu^`_bT. T l#x'_bj _gl#xGW.v#W.l(xGW.lu^ . . . . . . . . . . . !.
(177) P ¯^QzwW¡T l(TgG^_byWadc#T/^`_gPSlhP 5^mzwW¡j`cwOTSyW uqbjP'^QzeWAxwT/^UT|j`W.^@^QPA¥#^+_gl:j^QW.vh}_bjT.gOQW/T4xG jW.RSVMW.lu^QW/x T l(xT+^mzwW/jW*xwT/^UTv#P _glu^UjT OmW'OmWgW.i4T lu^P4O^mzwW'v#T/OUT/VW.^mW.OUj\OQWyP/i W.OQ ezG_bjAT vevwOQP´TSyUz
(178) _j¡jk_gVZ_bT O ^QPM^QzeW'xuWPSOmV T/]GgWMj`cwOTSyW/jVMPuxGWf½jk_gl#yW|W§xGWPSOmV ^QzeW'jcwO`T4yW*T4y.yP4OUxd_glwR ^mP T*v#PS^mW.lG^_bT T l#x ^QzeW.l:OQW/yP/i W.O^QzwWv#T/OUT/VW.^mW.OUjP/@^QzeWszuuv¨WOUa c#TSxGO_by.j zG_bjsvwOmPuyW/jmj_bjsW/a cG_gi4TgW.lu^^QPj`P/i WhTv(T OQ^_bTpx _ ½W.OmW.lu^`_bTW/a c#T ^_gPSlxGWjQyO_]u_leR
(179) ^QzeW jcwO`T4yW W.i P/ce^`_gPSlxGcwO`_glwRh^QzwWA¥#^wW|y.T/l\O_g^QWs_g^¡TSj ( ) ) ) ! $ U~ ¼lG_g^_T.+Wj`^`_gVhT ^mW _ WA_glG_g^`_bTjz#T v#W ¦ \zwW.OmW _bj+^QzwWpjW.^+P ½v#T/OUT/VW.^mW.OUj¬xGW¥#lG_glwR^mzwWzuG]eO`_bxZzuuv¨WOUa c#TSxGO_by ) ! ) $ Uf/^QzwWv#T O¦T VMW.^QWO |xGW¥#leW/j^QzeWs_glG_g^`_bTj`z#T/v#W T/l#M x \OQWvwOQW/jW.lu^Uj^mzwW*xGWO`_gi4T ^`_gi W/jAP/^mzwW*W.lwWOQRS @a#ª~ _g^QzMOQW/jv#W/y^+^mPs^mzwW\v#T/OUT VMW.^mW.O q j^UT ^_gPSl#T/OQhj`P gcw^_gPSl:P @a¨ U~ IOQW.vwOmW/j`WlG^¦jª^QzwW\v(T OUT/VW^QW.O¦j P |^mzwWjcwO`T4yW
(180) ¥#^Q^mW/x ^mP ^QzeWxwT/^UT v#P _glG^¦j\q¡jZlwP4^QW/x¢]#WP4OQW f@PSleW%yPScGbx jP gi W @a¨ U~ *_*T/l T l(TgG^_by.T¯xGW/jmyO`_gvw^_gPSlMP \TSj¬Ti4T._©bT/]GgW uzG_bj®T/VP4cwlu^Ujª^mPAz#T.i W\T/l* W 0wvu©_by_g^@v#T/OUT VMW.^mW.O`_g«/T/^`_gPSl P ^QzwWzuG]wO_bx³zuuv¨WOUa c#TSxGO_by.j . ). . . . .
(181). ). . . . . . . . . . ". . ". . . ". .
(182) ) ) tWP4OQV*_glwR|TAj`z#T/v#WAT4y.yPSO¦xd_glwR^QPA^mzwW\V*_lu_V*_g«/T ^_gPSl P/5Tpv¨P4^QW.lu^`_bT.C]#W/y¤PSVMW/j+TAybT4jQjk_by.T.¯T vwvwOmP T4yz _gl¢_gV T/RSW%j`WRSVMW.lG^¦T ^_P4l jk_gl#yW^mzwW
(183) c(j`W
(184) P/ r l#T W/j ©~ AT/l#x xGWP4OQVhT ]GgW%jcwO`T4yW/j Gfp~. @q lucwV*]#W.O@P T cw^mzwPSO¦j Gf T l(xOQWWOQW.l#y¤W/j+^QzwW.OmW_gl +z(Ti W¡j`zeP W/x ^Qz#T/^^mzwWAc#jWAP ¬T'v#PS^mW.lu^`_bT5P4O yUz#T O¦TSy^mW.O`_g«_glwR^QzeW\xwT/^UTAVPuxuWbj®T\T/OQR4WAjW.^ªP/¯T ^Q^mOUT4y^`_gPSlMPSOUy¤W/jªT/l#xMTgP pj+^mP_gl#y¤PSOQv#P4OUT ^mWP4^QzwWO W 0e^QO¦TSy^mW/xZ_glGPSOmV T/^`_gPSl(jsjc#yUz
(185) T4jWxGRSWv#P _glu^Ujf½xd_bj`^¦T l#y¤W'VhT v#j¤f#xd_ CWOQW.lu^`_bT yUz#T O¦TSy^mW.O`_bj`^_by.jf 5 zwW^Ppj`^QWv#jªT/vwvwOmP TSyUz*vwOmW/j`W.lu^QWx¡_gl|^QzwWvwOQW.i _gPSc#jIj`Wy^`_gPSl§j`W.v(T OUT/^QW/jI^QzwW+¥#^m^`_glwRAvwOmPuyW/jmj¯_glu^QP ^P _gl#xGW.v#W.l(xGW.lu^Av#T Om^Uj¤ 5_O¦j`^fªT:xGW¤PSOQVhT ^_gPSl P/\^QzeWMj`z#T/v¨W³TSy.yP4OUxd_glwR^QPT l T ^m^QO¦TSy^_P4lPSO¦yW f T l(x Tv#T/OUT/VW.^mW.O'OmW/yP/i W.OmOQP4V ^QzwW³xGWPSOmVWxjz#T v#W # @PSl#jW/adceW.lG^g f5^QzwWhj`z#T/v#W
(186) xuWPSOmV T/^`_gPSl y.T/l]#W:xGP4lwWhTSy.yP4OUxd_glwR^QPTy¤O`_g^QW.O_gPSl \zG_byUzyUz#T O¦TSy^mW.O`_g«.W/jA^mzwWMxwT ^¦T^mP
(187) ]#WZ¥(^Q^QWxC5¼kW£T lu^ ^QzeWszuuv¨WOUa c#TSxGO_by^mPZ¥(^\W/xGRSWv#P _glu^UjW|y.T l:c#jWs^mzwWv#PS^QWlG^_T.+P4O`_gR _gl#T.c#jW/x_l ©~ ) ! ) $ ( ) ! ) $ " ) U~ yUz#T O¦TSy^mW.O`_g«_glwRLW/xGRSW%v#P _glu^Uj
(188) T4j^mzwWV*_glG_gV TP §^QzwWcwl#y^_gPSl#T. _gl @a¨ U~¤X ¦%W y.T l Tbj`P yP4l#jk_bxGW.O@W/xuRSWpv¨P/_glG^¦j®R _gi W.l*]u*T/lWxGRSWp W 0e^QOUT4y^QP4O+]u*j`VMP PS^mzG_glwR*^QzeW/j`W\W/xuRSW\v#P _glu^UjT/l#xMyPSl#jÅ_bxGW.O . ) . .
(189) . . . . . . . . .
(190) . . . . . . . ". "!$#%&(')'. . . .
(191) ^QzeWAvwOQWid_gPSc(jv#PS^mW.lu^`_bTf#PSO\]u yP4Vvecw^`_glwRMT*xd_bj^UT l(yWV T/v \zG_byUzVMW/T4j`cwOmW/j\T ^W/TSyUz:v¨P/_glG^\^mzwW xd_bj`^¦T l#y¤W'^QPh^QzwW|ygP jW/j`^¡W/xGRSWv#P _glu^ jW.W CP4OATMxd_bjQyc(jQjk_gP4lP4l
(192) ^QzeW/j`W|v¨P4^QW.lu^`_bT.j ¡T l#x:^UT W^mzwW v#PS^mW.lG^_bT )! )$ ( )! )$ ") PSO¡yP4l#jk_bxGW.OpPS^mzwW.O\^uv¨WjP ¬v¨P4^QW.lu^`_bT.jA]#T4j`W/x P4l
(193) ^Qzu_jpxd_bj`^¦T l#y¤W'VhT v Gf Å zwW/jWv#PS^mW.lu^`_bTbj\xGW¥(lwWpxd_ ½W.OQW.lu^T ^m^QOUT4y^`_gP4l³P4OUyWj zwWj`W\PSOUy¤W/j@T OQWpPS]e^UT_glwWx]G|^QzwWpW/a c#T ¾ ^`_gP4l ) ) ( ) ) U~ ! $ ! $ %W®z(Ti W¬lwPS^mW/x_gl'P4cwO5 W 0ev#W.O`_gVMW.lG^¦jC^Qz#T/^ª^mzwW@zGuv#W.OUa c#T4xGO`_by+VPuxuWuv#W.O`P4OQVhjC]¨W^Q^QWOC_©(^QzwWj`z(T v#W®_bj xGWP4OQVMW/x_gl|^QzwW£xd_gOQW/y^_gPSl*P ½^mzwWlwP4OQVhT4qAjÉ$W 0wv#W/y^mW/xCf.^mzwWV*_glG_gVZ_g«/T/^`_gPSlMP PSOIzGuv#W.OUa c#TSxuO`_by v#T/OUT VMW.^mW.OUj\OQW/y¤P i WOQ:yP4lGi WOQRSWj®_l
(194) W _g^QW.O¦T ^`_gP4l#jsP/@^QzwW .CW.i W.lu]#W.OQR4¾ÅoT/OUa c#T O¦xG^AVMW.^QzwPux½fCjÅ_l(yW ^QzeW:j`z#T/v#W_bj'v#T O¦T VMW.^QW.O_g«.W/x]G%T
(195) O¦TSxd_bT£lGceVW.O_by.Tv#T/OUT VMW.^mW.O`_g«/T/^`_gPSl5@zuc#jWhT vwvGg ^mP
(196) ^mzwW j`z(T v#W'P4lGg^mzwWlwPSOmV T.¬yPSVMv#PSlwWlG^pP ¬^QzwWAP4OUyW ) ) ( R ) ) S ! $ ! $ . . . . . . . . . . . . . . . . . . . . . . . . . \zwW.OmW _bj+^QzwW\lePSOQVhT(^QP^QzwW\zuuv¨WOUa c#TSxGO_bySf _g^y.T lM]#W\PS]w^¦T_glwW/x T/l#Tgu^`_by.T.©gOmPSV ^QzwW_gVMvG_yU_^ W/a c#T ^_gPSl*P ±xGW¤¥#lwW/xA_l @a¨ kj`W.W ½PSOIlGceVW.O_by.TgAOQPSV^mzwWlucwVMW.O`_by.T.uv#T O¦T VMW.^QW.O_g«/T ^_P4l5 zwW:c#j`W:P/jÅ_V*_bT O v#PS^mW.lu^`_bTbjZ_gl^QzwW:^P%j^QW.v(j*T vwvwOmP T4yzvwOmPSv#P jW/x8_gl¢^mzwW:vwOQWid_gPSc(j*j`W/y¾ ^`_gP4l v#W.OQV*_g^Ujs^mzwWhxGW¥#lG_g^_P4lP px _ ½W.OmW.lu^'W.OmOQPSOP/¥#^cwl#y^_P4l#js\zu_yUz%VPuxGW¤\jW.i W.O¦T@vwOmPS]GgW.Vhj W.l#y¤PScwlu^QW.OmW/xs_gl_gV T/RSWAveOQPuyW/jmjk_glwRMT/l#x W 0e^QW.l(xZ^mzwWAyUT4jQjÅ_yTIT/vwvwOmP TSyUz:xGWxd_by.T ^mW/x^QP|xwT/^UTA¥#^Q^_leRw ". . . . . -/- )#* 2 )
Documents relatifs
Mais elle y occupait une place modeste : il faudra la liberté et le goût de la transgression du roman en langue vulgaire pour que la situation soit renversée :
Les thèmes majeurs (tab.5.4) abordés par les îliens interrogés sont, pour la grande majorité, les mêmes sur toutes les îles : ils concernent les usages anciens
Chez l’Homme, les segments de gène V H ont été classés en sept familles (la famille 7 n’est pas représentée ici car aucun segment fonctionnel n’y a été décrit) qui ont
Le Négus consacra une énergie considérable en vue de gagner cet appui international, mais, malgré la force de son discours prononcé en juin 1936 devant ses pairs à la tribune de la
In this paper, we propose a novel approach based on the barycentric coordinates of automatically tracked 2D facial landmarks from videos to objectively evaluate the facial
Dirk Obbink (dir.), Doctrine and Doxography. Studies on Heraclitus and Pythagoras, Berlin / Boston, De Gruyter, 2013, p.. et le logos auquel les hommes devraient accorder
Les exorcismes ne sont pas publics, les sœurs noires elles-mêmes sont tenues le plus possible à l’écart, et c’est chaque fois Jeanne qui force les choses pour que, finalement,
Toute- fois, d’autres marqueurs des cellules POMC tels que NeuroD1 n’ont pas été induits dans cette expérience, ce qui indique que Tpit suffit in vivo pour provoquer la
