• Aucun résultat trouvé

Multiphase Evolution and Variational Image Classification

N/A
N/A
Protected

Academic year: 2021

Partager "Multiphase Evolution and Variational Image Classification"

Copied!
46
0
0

Texte intégral

(1)Multiphase Evolution and Variational Image Classification Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia. To cite this version: Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia. Multiphase Evolution and Variational Image Classification. RR-3662, INRIA. 1999. �inria-00073010�. HAL Id: inria-00073010 https://hal.inria.fr/inria-00073010 Submitted on 24 May 2006. HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers.. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés..

(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. Multiphase Evolution and Variational Image Classification Christophe Samson — Laure Blanc-Féraud — Gilles Aubert — Josiane Zerubia. N° 3662 Avril 1999 THÈME 3. ISSN 0249-6399. apport de recherche.

(3)

(4)  

(5) 

(6) 

(7) !

(8) "

(9) $#&%'

(10) ( ) 

(11) * +-,.

(12) " /10!24365798&:!0;=<>@?A548&BDCFEG>IH!24;KJ1LM>@B!NPOQSRT2U>IH!VDCFWX3YL6LY;T5Z-H[\;]247_^`CbaI8I5U36>IB!;$c.;T24H![!36> d"egf9hji klnmporq i9st`u9qvxw`oAegw`hXhjiUyzhKt`ue{v|ogi~} v|hKtT€i_‚}ƒ{w`o{og„_i_‚}gu_w`o{otTvx tTogu_i_ †s wT‡i9qˆ‰svYtTot Š1tT‹{‹w`sqƒ{iŒs i_uegi9s u egio*ŽDk~~~‘lnˆb’Isv|“G”‚•~•~•ln–r-‹tT€i_ —$˜.™_š‚›]œ{€š€ž d"e{vxŒs i9‹!w`sqŒ‹{s i_ i9orq -t=Ÿ{‹!i9s’@vx i_ƒu9“Yt`v¡ u‚tTqvxw`o¢hjwIƒ{i9“G£t` i_ƒw`o¤t=’~tTsv¡y tTqvxw`otT“GtT‹{‹{s w€t`ueF¥d"e{vx¦hjw@ƒ{i9“.vx¦ƒ{i9’€w`q i_ƒ§q wj gogƒtTow`‹{qv|hKtT“D‹tTsqv|qvxw`o¢u_w`hX‹w`Ÿ{ogƒ§wT¨ egw`hjw`€i9ogi_w`Ÿg¦u9“Yt` i_©ªv|qe«s i9~Ÿ{“YtTs‰v|o@q i9s¬¨­t`u_i_‚¥"®¢is i9‹{s i_ i9o@q‰qegi s i9~vxw`og‰wT¨Gqegi v|hKtT€i ƒ{iU gogi_ƒ£@¯°qegi±u9“Yt` i_jtTogƒqegi9v|sXv|orq i9s¬¨zt`u_i_X£r¯²“xi9’€i9“ i9q-¨³Ÿ{ogu9qvxw`og‚}´tTogƒ©Si±ƒ{iU gogiAt ¨³Ÿ{ogu9qvxw`otT“"©ªegw~ i$hXv|o{v|h Ÿ{hvxXtTo²w`‹{qv|hKtT“"‹tTsqv|qvxw`oF¥d"egiµu_w`Ÿ{‹{“xi_ƒ .tTsqvYtT“¶1v¡·¸i9s i9o&y qvYtT“S¹Gº@ŸtTqvxw`ogµ»³ G¶¦¹´¼Œs i9“YtTq i_ƒ¤q w‘qegijhXv|o{v|hXv|½PtTqvxw`o¾wT¨ªqegi ¨MŸ{ogu9qvxw`otT“ªtTs iKu_w`og vxƒ{i9s i_ƒ qe{s w`Ÿ{~e¿t²ƒ&¯IotThXvxu‚tT“ u egi9hji~¥ÁÀ1v|’€i9o¿tToÂv|o{v|qvYtT“Œv|orq i9s¬¨zt`u_i i9q¢»M½‚i9s w“xi9’€i9“ i9q4¼U}qegi ƒ&v¡·¸i9s i9orqKq i9shjjwT¨‰qegi± G¶¦¹ÃāµtTs i=€w‚’€i9so{v|o{¢qegi‘hjw`qvxw`oÅwT¨1v|o@q i9s¬¨­t`u_i_j Ÿgu eÅqetTq‚}"tTq u_w`o@’€i9s€i9ogu_i~}©Si€i9q‰tToÆw`‹{qv|hKtT“b‹tTsqv|qvxw`o«t`‰ƒ{iU gogi_ƒÆtT£!w‚’€i~¥S¹Çt`u eÆv|orq i9s¬¨zt`u_ivx~Ÿ{vxƒ{i_ƒ £@¯jv|orq i9sotT“¨­w`s u_i_Œ»Ms i9~Ÿ{“YtTsv|qȯ=wT¨Fqegiv|o@q i9s¬¨­t`u_iP¼U}gtTogƒµiUÉIq i9sotT“¸w`ogi_Œ»³ƒgtTqtq i9sh‘}Iogw ’~t`uUy Ÿ{Ÿ{h‘}gogwXs i9~vxw`ogwP’€i9s“YtT‹{‹{v|o{@¼U¥´®¢i u_w`ogƒ&Ÿgu9q i_ƒA i9’€i9stT“biUÉ&‹!i9sv|hji9orq w`oA£w`qeA ¯@o@qegi9qvxu tTo±s i‚tT“bv|hKtT€i_‚¥ ʑˀÌ!Í ÎÏ ›]Ð.™€žÒÑ tTsvYtTqvxw`otT“DhjwIƒ{i9“z}u9“Yt`v¡ u‚tTqvxw`oF}!“YtT£i9“|“|v|o{g}“xi9’€i9“D i9q‰¨³w`shŸ{“YtTqvxw`oF}Ft`uUy qv|’€is i9~vxw`og‚}t`u9qv|’€iu_w`o@q w`Ÿ{s ‚}{h Ÿ{“|qv|‹{et`i~}*tTq i9“|“|v|q iv|hKtT€i_‚¥. Ó¸ÔIÕÖ~×4ØÈÕ Ùz×UÚÄØzÛbÜ]Ý ÞÇÝUß]ÚàÛ¬á`ßP×Uâ]âTãäDå1æµç4ç9è_é\êë.æ.ì€íä.â]ÚïîUÛðØzñ­ÚÄÙzã¸ß]Û!ë\ÚïòðÛðóMìP×4ôTõTÚïÕ\Þ\â_ÙzÚàô~×UöàÚàñ¬í_÷Uç‚é÷4øDë.ÚïòðÛ êÛß]Ûðù1è_í~ú&æ\Þ\ë†ê!û. Unité de recherche INRIA Sophia Antipolis 2004, route des Lucioles, B.P. 93, 06902 Sophia Antipolis Cedex (France) Téléphone : 04 92 38 77 77 - International : +33 4 92 38 77 77 — Fax : 04 92 38 77 65 - International : +33 4 92 38 77 65.

(13) ¢ ‰Å 

(14) † -¬!   †Â. ) 

(15) **+ ,.

(16) " ‰ z#&%'

(17) († -

(18)  %'ŒG ´

(19) 

(20) " ‰G.  ™  . ž ¶ŒtTog=u_iAstT‹{‹!w`sq‚}ªogw`Ÿgµ‹{s „_ i9o@q w`og$Ÿ{o hjwIƒ{f9“xiƃ{i«u9“Yt` v¡ u‚tTqvxw`o Ÿ{‹!i9s¬y ’Ivx „_iX£t`„KŸ{sŸ{ogi$tT‹{‹{s wIu egi$’`tTsvYtTqvxw`o{ogi9“|“xi~¥

(21) 1w`Ÿg- w`Ÿ{etTv|q w`ogw`£{q i9o{v|s-Ÿ{ogij‹tTsqv|qvxw`o w`‹{qv|hKtT“xiƒ{i"“zà v|hKtT€iªu_w`ogqv|qŸg„_iƒ{iªu9“Yt`  i_Degw`hjw`€f9ogi_´ „9‹tTs „_i_†‹tTsGƒ{i_Dv|o@q i9s¬¨­t`u_i_Çs „9~Ÿ&y “|vxf9s i_P¥† \w`Ÿ{su_i9“Yt&}Iogw`Ÿg"s i9‹{s „_ i9o@q w`ogª“xi_Ss „9~vxw`ogªƒ{„U go{vxi_"‹tTsS“xi_"u9“Yt` i_"tTv|og vº@Ÿgi1“xi9Ÿ{s  v|o@q i9s¬¨­t`u_i_1‹tTs1ƒ{i_¨­w`ogu9qvxw`og¦ƒ¸ÃÄi9og i9h £{“xi_¦ƒ{io{v|’€i‚tTŸ&ɸ¥

(22) 1w`Ÿg‰ƒ{„U go{vx w`ogŸ{ogi ¨­w`ogu9qvxw`o&y ogi9“|“xiŒ Ÿ{s"u_i_ªi9ogi9h £{“xi_ƒ{i1o{v|’€i‚tTŸ&ɱƒ{w`orq“xi1hXv|o{v|hŸ{h i_qªŸ{ogi1‹tTsqv|qvxw`oAw`‹{qv|hKtT“xi~¥ bi_ ¹ÇºrŸtTqvxw`og¦tTŸ&ɑ¶1„9sv|’€„_i_1 DtTsqvxi9“|“xi_j»³¹G¶¦ ´¼"s i9“YtTqv|’€i_ X“YtjhXv|o{v|hXvxtTqvxw`o«ƒ{i“Yt ¨­w`ogu9qvxw`o&y ogi9“|“xi  w`orqu_w`Ÿ{‹{“x„_i_‰i9qª‹{“xw`o{€„_i_‰ƒgtTogŸ{ogi u eg„9hKtjƒ&¯@otThXvxº@Ÿgi~¥Ç¹†o= {ÉgtTorq‰Ÿ{o‘i9og i9h £{“xi ƒ{iKo{v|’€i‚tTŸ&ɤv|o{v|qvYtT“z}D“xi_-ƒ&v¡·!„9s i9o@q  q i9shji_ƒ{i_ ¹G¶¦ ~Ÿ{vxƒ{i9orq “zÃĄ9’€w`“|Ÿ{qvxw`o¾ƒ{i_ v|o@q i9s¬¨­t`u_i_ »³i9ogi9h £{“xi_¦ƒ{io{v|’€i‚tTŸ&ÉA½‚„9s wr¼’€i9s ‰“xi_¨³s w`orqvxf9s i_¦ƒ{i“YtX‹tTsqv|qvxw`ow`‹{qv|hKtT“xi~}‹tTs“xi£{vYtTvx ƒ{iŒ¨³w`s u_i_‰v|orq i9sogi_ »Ms „9~Ÿ{“YtTsv|q „ƒ{i “zà v|orq i9s¬¨zt`u_iP¼i9q‰iUÉIq i9sogi_ »­tTqqt`u egi tTŸ&ɑƒ{w`o{og„_i_‰i9q‰‹t` ƒ{iu egi9’~tTŸgu egi9hji9o@qƒ{i_s „9~vxw`og1o{v\ƒ{i ’@vxƒ{iƒgtTog“Ytj‹tTsqv|qvxw`o*¼U¥

(23) 1w`Ÿg1t‚’€w`og¦iU·!i_u9qŸg„ƒ{i ogw`h£{s i9Ÿ&ɑq i_q Ÿ{sƒ{i_v|hKtT€i_¯Iorqeg„9qvxº@Ÿgi_‰tTv|ogvFº@ŸgiŒŸ{sƒ{i_v|hKtT€i_ªs „_i9“|“xi_‚¥  Ï š‚™ Í    ™ž  w@ƒ{f9“xiG’`tTsvYtTqvxw`o{ogi9“z}`u9“Yt` v¡ u‚tTqvxw`o-ƒ¸Ã v|hKtT€i_‚}]¨³w`shŸ{“YtTqvxw`o‹tTs.i9og i9h £{“xi_ ƒ{i¦o{v|’€i‚tTŸ&ɸ}{s „9~vxw`og1t`u9qv|’€i_‚}gu_w`orq w`Ÿ{s ¦t`u9qv¡¨­‚}&‹{et` i_ªhŸ{“|qv|‹{“xi_‚}gv|hKtT€i_‰tTq i9“|“|v|qtTv|s i_‚¥.

(24) 

(25)   

(26)  ! "# $

(27) 

(28) %#&' )(+*,- ## .0/1 $ k. ) ‰G. 2 34 š‚› Ï Ð \~š65 Ï 4 8 3 ¤œ!9 Ë  6œ{™P™65;:.€œ&š65 Ï 4 œ{™jœ=<\œ{›]š656š65 Ï 4 5 4 9<.› Ï ˜  Ë. ?   Yš65@<BAbœ{™ Ë Ï Ð Ë žC5 ¢œ!9 Ë Mœ{™‚™D5E:D€œ&š65 Ï 4 5 4 š Ë › ¤™ ÏGF  IË H*Ë S™ Ë š 7. P. >. J. 7 >. J. k&¥|” † s i9“|v|hXv|otTsvxi_ ¥ ¥Œ¥¥Œ¥¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ K k&¥à  {Ÿ “|qv|‹{et` i¦¨³Ÿ{ogu9qvxw`otT“ ¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ L k&¥àk Ši9K h tTsNM±tT£!w`Ÿ{q“xi9o{~qe‘hXv|o{v|hXv|½PtTqvxw`o'¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”‚   Y6š 5@<BAbœ{™ ËÆËIH*Ï  bš65 Ï 4 ™PA Ë Ë 2? –g¥|” O@¯&q i9h wT¨†u_w`Ÿ{‹{“xi_ƒ‘ G¶¦¹Ãā ¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”9– –g¥à ˆ‰“|€w`sv|qe{h ¥Œ¥¥ ¥Œ¥¥Œ¥¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”9– — Î œ Ì š Ï 5 4   bÐ Ë œ› Ë ™_š Ï ›]œ&6š 5 Ï 4 <.› Ï  Ë ™‚™ 2> QSR < Ë › 5 Ë 4 š‚œ S› Ë ™  6š‚™ 2P &¥|” O@¯Iorqegi9qvxuv|hKtT€i_ ¥¥Œ¥¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”6K &¥|”~¥|”

(29) 1w`o±ogw`vx¯µƒgtTqt ¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”6K &¥|”~¥à

(30) 1w`vx¯$ƒgtTqt ¥Œ¥¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”)L &¥à Ši‚tT“¸v|hKtT€i_Â¥¥ ¥Œ¥¥Œ¥¥Œ¥¥¥Œ¥ ¥Œ¥¥Œ¥¥¥Œ¥¥Œ¥ ¥¥Œ¥¥Œ¥¥Œ¥¥ ¥Œ¥¥Œ¥ ”‚• T Ï 4   \6™ 5 Ï 4 ?J. æ\æ â$U!VUç4ç9è.

(31) * I" E  # G    &  $ "N - 

(32) / 

(33) " ! ;@ #S1 "  #  , "   – . #&*Œ  ,b ‰. pm hKtT€iu9“Yt`  v¡ u‚tTqvxw`oF}g©ªe{vxu e«u_w`ogvxq wT¨Çt`  v|~o{v|o{$t “YtT£!i9“Fq wji‚t`u eƋ{v¡É&i9“FwT¨ÇtToAw`£gi9s’€i_ƒ v|hKtT€i~}Dvx-w`ogiµwT¨qegiK£t`vxu$‹{s w`£{“xi9hj-v|o°v|hKtT€i$‹{s wIu_i_ v|o{g¥Ad"e{vx u_w`ogu_i9sog-hKtTor¯²tT‹&y ‹{“|vxu‚tTqvxw`og1t`‚}&¨­w`sªv|ogqtTogu_i~}g“YtTogƒ‘Ÿg iŒhKtTotT€i9hji9orq1v|o‘q i9“xi_ƒ{i9q i_u9qvxw`oF¥Sd"egi u9“Yt`  v¡ u‚tTqvxw`o ‹{s w`£{“xi9h vxGu9“xw~ i9“|¯-s i9“YtTq i_ƒXq w¦qegi i9~hji9o@qtTqvxw`o$w`ogi~}~v|ojqegiªi9og i"qetTq†©´iª©"tTorq´q w¦€i9q´t ‹tTsqv|qvxw`o§u_w`hX‹!w`Ÿ{ogƒAwT¨†egw`hjw`€i9ogi_w`Ÿg1s i9~vxw`og‚¥

(34) ‰i9’€i9sqegi9“xi_‚}g©ªv|qe{v|o«qegi u9“Yt`  v¡ u‚tTqvxw`o ‹{s wIu_i_ƒ&Ÿ{s i~}i‚t`ueƋtTsqv|qvxw`oÆs i9‹{s i_ i9orq ¦tXu9“Yt` P}gvz¥Äi~¥"tX i9qwT¨†‹{v¡É{i9“x©ªv|qeAqegi tThjiŒ“YtT£!i9“z¥ mpo±qegi¦¨­w`“|“xw‚©ªv|o{g}*qegi¦¨­i‚tTqŸ{s iu9sv|q i9svxw`oA©Si tTs iv|o@q i9s i_q i_ƒ‘v|o‘vxqegi‹tTqvYtT“bƒ&vxqsv|£{Ÿ{qvxw`o wT¨Fv|o@q i9ogv|qȯ«»³w`s´~s i9¯X“xi9’€i9“6¼U¥Gd"e{vx´©´w`Ns MKqt M€i_´‹{“Yt`u_i‰v|oKqegi‰€i9ogi9stT“*¨MstThji9©Sw`Ns M$wT¨bŸ{‹!i9s¬y ’Ivx i_ƒ‘u9“Yt`v¡ u‚tTqvxw`oÆ©ªe{vxueÆhji‚tTog1qetTq‰qegiorŸ{h£i9stTogƒAqegi‹tTstThji9q i9s ¦wT¨Gqegi u9“Yt` i_ tTs Ci M@ogwP©ªoF¥Sd"egi ‹{s w`‹w~i_ƒ±hji9qegw@ƒÆu_w`Ÿ{“xƒ‘£!iiUÉ&q i9ogƒ{i_ƒ‘q wjw`qegi9s1ƒ&vx u9sv|hXv|otTorq‰¨³i‚tTqŸ{s i_ qetToA~s i9¯ryz“xi9’€i9“b Ÿgu eÆt`ªq iUÉ&qŸ{s i¦¨­w`sªv|ogqtTogu_i~¥Gd"egiŒŸ{og Ÿ{‹i9s’Ivx i_ƒ±u‚t` i~}&v|ogu9“|Ÿgƒ&v|o{=t-‹t]y stThji9q i9s‰i_qv|hKtTqvxw`oÆu‚tT‹tT£{v|“|v|qp¯€}g©ªv|“|“F£!iŒqŸgƒ&vxi_ƒ±v|o±qegi¦¨³Ÿ{qŸ{s i~¥. . Tt or¯²u9“Yt` v¡ u‚tTqvxw`o¾hjwIƒ{i9“x et_’€i=£!i_i9oŃ{i9’€i9“xw`‹i_ƒ©ªv|qe¾qsŸgu9qŸ{stT“ªogw`qvxw`og$t` s i9~vxw`o ~s wP©ªv|o{§hji9qegw@ƒ{¨­w`s-iUÉgtThX‹{“xiàÈ}.w`s-£r¯°q w@uet`qvxu±tT‹{‹{s w€t`u eÅt`-v|oà&}Dk&} KI} L{}´”‚k{} ” &}"6” K!È}D£{Ÿ{q stTs i9“|¯¤v|oqegiK i9“xƒwT¨‰’~tTsvYtTqvxw`otT“ªtT‹{‹{s w€t`ueF¥¤mp o à~g}.~"k ª©´iµ‹{s w`‹!w~ i_ƒ¾t  Ÿ{‹i9s’Ivx i_ƒX’~tTsvYtTqvxw`otT“¸u9“Yt` v¡ u‚tTqvxw`oµhjw@ƒ{i9“*£t` i_ƒ$w`$ o #"tTe{o&&y %v|“|“|vYtTs ƒµhjwIƒ{i9“x‚}r Ÿgu eµqetTq qegi$ w`“|Ÿ{qvxw`o¤©Sij€i9qvx u_w`hX‹!w`Ÿ{ogƒ°wT¨ªegw`hjw`€i9ogi_w`Ÿg-s i9~vxw`ogi9‹tTstTq i_ƒ¢£r¯s i9~Ÿ{“YtTsv|½‚i_ƒ £!w`Ÿ{ogƒgtTsvxi_‚¥Âd"egiAu9“Yt` i_$tTs iÆu_w`ogvxƒ{i9s i_ƒ t`K‹{et` i_$i9‹tTstTq i_ƒÅ£r¯¾v|o@q i9s¬¨­t`u_i_$£!w`Ÿ{ogƒIy tTsvxi_P¥d"egihjw@ƒ{i9“.©St`¦ƒ{i9’€i9“xw`‹!i_ƒÆqe{s w`Ÿ{~eu_w`ogvxƒ{i9stTqvxw`ogŒwT¨Gs i9~Ÿ{“YtTsv|qp¯Æw`o«qegi ‹{et`i_ £@¯jƒ{iU go{v|o{ t  i9q´wT¨!¨³Ÿ{ogu9qvxw`otT“xS©ªegw~ iiUÉ&‹i_u9q i_ƒKhXv|o{v|h Ÿ{h tTq´u_w`o@’€i9s€i9ogu_i1vxStTo$v|hKtT€i ©ªv|qeÆiUÉI‹!i_u9q i_ƒ=‹{s w`‹i9sqvxi_‰wT¨.s i9~Ÿ{“YtTsv|qp¯€¥ %1i9s i9v|oF}Dqegi±tT‹{‹{s w€t`u evx ƒ&v¡·!i9s i9o@q‚}†hKtTv|o{“|¯¤£!i_u‚tTŸg i$qegiK‹{s w`‹!w~ i_ƒ°hjw@ƒ{i9“"vx£t` i_ƒ²w`o t`u9qv|’€iu_w`orq w`Ÿ{s ‚}¸tTogƒAqegiŒ¨³Ÿ{ogu9qvxw`otT“\wT¨†v|orq i9s i_q1vxƒ{iU gogi_ƒ«w‚’€i9s1qegis i9~vxw`og‰©ªv|qe«t` wTy u9vYtTq i_ƒÆv|orq i9s¬¨zt`u_i_1qe{s w`Ÿ{~e¢tX“xi9’€i9“D i9qhjwIƒ{i9“z¥d"egis i_Ÿ{“|qv|o{=ƒ&¯@otThXvxu‚tT“D .tTsqvYtT“†¶1v¡·¸i9s¬y i9o@qvYtT“b¹Gº@ŸtTqvxw`og»³ G¶¦¹ÃāU¼U}{€w‚’€i9so{v|o{$qegii9’€w`“|Ÿ{qvxw`oAwT¨DqegiŒ i9qwT¨.v|o@q i9s¬¨­t`u_i_P}gu_w`ogvxqwT¨ tjhjw‚’Iv|o{K¨³s w`orq¦u_w`or’€i9s~v|o{=q wµtXs i9~Ÿ{“YtTsv|½‚i_ƒ«‹tTsqv|qvxw`oF¥d"e{vx‰hjw@ƒ{i9“.vxv|og ‹{v|s i_ƒA£@¯±qegi ©Sw`Ns M‘wT ¨ '*et`w$i9q )(tT£!w`Ÿ{qhŸ{“|qv|‹{et` i i9’€w`“|Ÿ{qvxw`* o à "È}!tTogƒ‘qt M€i_‰‹{“Yt`u_iv|oAqegi€i9ogi9stT“ ¨³stThji9©´w`Ns MÆwT¨´t`u9qv|’€i-u_w`o@q w`Ÿ{s +   –,} &}.”‚&}\”‚" \¨³w`s1s i9~vxw`o§ i9~hji9orqtTqvxw`o |”‚•{}&”€}*~ È¥®¢i Ÿgi1t“xi9’€i9“¸ i9qS¨³w`shŸ{“YtTqvxw`. o |)” L!©ªe{vxu e±vxªu_w`or’€i9o{vxi9o@qq w-©ªsv|q i‰¨MŸ{ogu9qvxw`otT“Fƒ{i9‹!i9ogƒ&v|o{Xw`o s i9~vxw`ogŒtTogƒ§u_w`orq w`Ÿ{s P}FtTogƒ§tT“|“xwP©tKuetTo{€i wT¨Çq w`‹w`“xw`~¯ÆwT¨Çqegii9’€w`“|’Iv|o{µ¨Ms w`o@q ‚¥¦¹Çt`u e t`u9qv|’€i‰v|orq i9s¬¨zt`u_i1vx´u_w`Ÿ{‹{“xi_ƒµq w qegi‰w`qegi9s"w`ogi_Sqe{s w`Ÿ{~e±tq i9sh©ªe{vxue=‹i9otT“|v|½‚i_"w‚’€i9s“YtT‹&y ‹{v|o{As i9~vxw`og$»Mvz¥Äi~¥j‹{v¡É{i9“x©ªv|qe¤qÈ©´wA“YtT£i9“xU¼ŒtTogƒqegi ¨­w`shKtTqvxw`o¤wT¨ª’`t`u9Ÿ{Ÿ{h »Mvz¥Äi~¥j‹{v¡É{i9“x ©ªv|qegw`Ÿ{qŒtTor¯A“YtT£i9“6¼U¥d"egi-i9’€w`“|Ÿ{qvxw`owT¨Çi‚t`u e«v|orq i9s¬¨zt`u_i vx‰~Ÿ{vxƒ{i_ƒÆ£r¯±¨­w`s u_i_qetTq1v|hX‹!w~ i qegiª¨³w`“|“xwP©ªv|o{u_w`ogqstTv|o@q 0 /\qegiv|o@q i9s¬¨­t`u_i‰iUÉIe{v|£{v|q St¦hXv|o{v|hKtT“‹!i9sv|hji9q i9s1»Mv|o@q i9sotT“g¨­w`s u_iP¼ tTogƒ‘v|qi9ogu9“xw~ i_w`ogitTogƒ‘w`o{“|¯=w`ogiŒegw`hjw`€i9ogi_w`Ÿg1u9“Yt`  »³iUÉ&q i9sotT“¸¨­w`s u_iP¼U¥ 1 ë.æ 1 Þ.

(35) 

(36)   

(37)  ! "# $

(38) 

(39) %#&' )(+*,- ## .0/1 $ . .v|s q‚}b©´i$qtTq ijqegiX‹{s w`£{“xi9h wT¨u9“Yt` v¡ u‚tTqvxw`ot`t=‹tTsqv|qvxw`o{v|o{«‹{s w`£{“xi9h‘¥=®¢iju9“xi‚tTs“|¯ i9q-qegi$¨³stThji9©´w`sNM¾tTogƒ¾ƒ{iU gogi=qegi=‹{s w`‹i9sqvxi_ ©Si±iUÉI‹!i_u9qXw`o¾qegi=u9“Yt` v¡ u‚tTqvxw`oF¥ OIi_uUy w`ogƒ¸}´©´iÆiUÉI‹!w~ i=qegi‘u9“Yt`v¡ u‚tTqvxw`o qtTq i9hji9o@qKqe{s w`Ÿ{~e t“xi9’€i9“ i9q ¨­w`sh Ÿ{“YtTqvxw`oF¥ d"egi ¹GŸ{“xi9s¬y btT~stTo{€i=ƒ{i9sv|’`tTqv|’€iµwT¨ªqegiK‹{s w`‹!w~ i_ƒ¨³Ÿ{ogu9qvxw`otT“Ç“xi‚t`ƒ{q wÆtAƒ&¯@otThXvxu‚tT“" uegi9hji ©Siµ‹{s w`‹w~ iµq w«v|hX‹{“xi9hji9orq‚¥°®¢iµqegi9o‹{s w`‹w~ iµq w«v|orqs wIƒ&Ÿgu_i‘tÆs i_q w`stTqvxw`o¾‹{s wIu_i_  v|o qegi=hjwIƒ{i9“©ªe{vxue ‹!i9shXv|q Xq wƒ{i‚tT“©ªv|qe ƒ{i9~st`ƒgtTq i_ƒ ƒgtTqt&¥¾®¢iµ gotT“|“|¯‹{s i_ i9orqµ w`hji iUÉ&‹!i9sv|hji9orqtT“bs i_ Ÿ{“|q w`o‘£!w`qe‘¯@o@qegi9qvxu tTogƒ±s i‚tT“Fv|hKtT€i_P}tTogƒ‘tT“x wjw`o±ogw`vx¯=ƒgtTqt&¥ . #&%

(40) ( ,D

(41) * +-,.

(42) "

(43) 

(44) -

(45) ¬-( --G%. d"e{vxªi_u9qvxw`oµvx"ƒ{i9’€w`q i_ƒ=q w-‹{s i_ i9o@qªqegi‰‹{s w`‹!i9sqvxi_"©´i1©"tTorqqegi¦u9“Yt` v¡ u‚tTqvxw`o=hjwIƒ{i9“¸q w 4tTqvx¬¨M¯€¥±mpo¢qegiK¨³w`“|“xwP©ªv|o{g}D©´iµu_w`ogvxƒ{i9s-tÆu9“Yt` v¡ u‚tTqvxw`o²‹{s w`£{“xi9h v|o¤©ªe{vxu e¾t±‹tTsqv|qvxw`o wT¨‰qegiµw`£gi9s’€i_ƒ²ƒgtTq t T}G©ªv|qe²s i_ ‹i_u9q-q w«qegiK‹{s i_ƒ{iU gogi_ƒÅu9“Yt` i_‚}Dvx  i‚tTs u egi_ƒ¸¥¤d"e{vx ‹tTsqv|qvxw`o$vxGu_w`hX‹!w`Ÿ{ogƒjwT¨egw`hjw`€i9ogi_w`Ÿg´s i9~vxw`og‚}@t_¯ qegiªu9“Yt`  i_P}€ i9‹tTstTq i_ƒj£@¯s i9~Ÿ{“YtTs¬y v|½‚i_ƒAv|orq i9s¬¨zt`u_i_‚¥ %1i9s i9v|oF}g©SiŸ{‹{‹!w~ iŒqetTq‰qegi u9“Yt` i_et‚’€it$ÀtTŸg vYtToƃ&vx qsv|£{Ÿ{qvxw`o«wT¨ v|o@q i9ogv|qȯ€}&qegi9s iU¨­w`s i¦t u9“Yt` ´vxSu etTst`u9q i9sv|½‚i_ƒ=£r¯Kv|q Çhji‚tT o  btTogƒKv|q SqtTogƒgtTs ƒ=ƒ{i9’IvYtTqvxw`o s wT¨"u9“Yt`  i_ŒtTogƒ«qegi ‹tTstThji9q i9s    

(46)    tTs i Ÿ{‹{‹w~i_ƒÆq wµ£!i.

(47) ¥ d"egio@Ÿ{h £!i9 ~v|’€i9o°¨³s w`h tA‹{s i9’@vxw`Ÿg i_qv|hKtTqvxw`oF¥«®¢i=u egwIw~ i$q w«t`v|~o°qegi$“YtT£!i9“´’~tT“|Ÿg i  q wÆi‚t`ue i9“xi9hji9o@q‰wT¨Dqegi¦v "!Xu9“Yt` ‚¥Çˆ“|“¸v|ogƒ{iUÉ{i_ #Çw`%s $=tTs iŒ€w`v|o{X¨³s w`h ”¦q  w ¥. bi9q'&¿£i tTo§w`‹i9o«ƒ{w`hKtTv|o§ Ÿ{£g i9q1wT¨%(*)K©ªv|qe§hjw@w`qe«£!w`Ÿ{ogƒgtTs¯€}!tTogƒÆ“xi9q'+-,.&0/1( s i9‹{s i_i9orqqegiŒw`£gi9s’€i_ƒ‘ƒgtTqt-¨³Ÿ{ogu9qvxw`oF¥ F i9q2& £!i¦qegiŒs i9~vxw`oAƒ{iU gogi_ƒÆt`. &3 547698;:<&>=?8Æ£i9“xw`o{€q w qegiŒvA@CBXu9“Yt` EDGF »¬”P¼ ˆ ‹tTsqv|qvxw`o{v|o{$wT¨%& u_w`ogvx q wT¨\ gogƒ&v|o{µt  i9qH6I& D   Ÿgue‘qetTq »³ i_iJ.v|g¥ª”P¼  L &K4 & tTogƒ & .M & P 40R-F »­€¼. . OQN P ®¢i‰ogw`q i'S 4UTV& XW & qegi‰£!w`Ÿ{ogƒgtTs¯$wT¨Fs i9~vxw`o<& »³iUÉ&u_i9‹{q i_ƒ=qegi1u_w`hXhjw`o±‹w`v|o@q S©ªv|qe TV&¼U}gtTogƒ±“xi9qqegi¦v|orq i9s¬¨zt`u_i£!i9qÈ©´i_i9oY& tTogƒ<& P £!i S5 ZP[4\SP] ^4US5 W SP W &'_a`V#4c b $XF »­k€¼. ®¢i¦et‚’€i. æ\æ â$U!VUç4ç9è. S 4 L S ZP F PdVN. »M–@¼.

(48) . * I" E  # G    &  $ "N - 

(49) / 

(50) " ! ;@ #S1 "  #  , "  . Ω3 Γ13. Ω1. Ω1. Γ13 Γ12. Γ23. Ω2. Γ12. Γ14 Γ24. Ω4. .v|~Ÿ{s ij”/ 

(51)    . bi9q1s i9hKtTsNM«qetTqŒv|oÅ»­k€¼1tTogƒÅ»M–@¼©SiXi9’€i9orqŸtT“|“|¯§et_’€i. S ZP 4 R ¥Œ®¢i ogw`q i S qegi w`ogiUy. ƒ&v|hji9og vxw`otT“ 1% tTŸgƒ{w`s¬·§hji‚t` Ÿ{s iwT¨ S \’€i9sv¡¨³¯Iv|o{  S  4  S ZP {tTogƒR 4 F P VN. » €¼. d"egi u9“Yt`  v¡ u‚tTqvxw`o«hjwIƒ{i9“D©´i u_w`ogvxƒ{i9s1¨­w`sŒtTo«v|hKtT€i   ƒ{iU gogi_ƒw‚’€i9sJ&Œ}vxŒt$i9q 6I& D9. ƒ{iU gogi_ƒ‘£r¯¢»¬”P¼"tTogƒ‘tTqvx¬¨³¯Iv|o{ / !"$#&%(' )*'+",#.- / 6I& D / 02143165879/ 79/ :<;=:6> &@?. & 4 L & tTogƒ & M & P 40R-F. OQN P !"$#&%(' )*'+",#BA /DC&EF 3165G7H/ 7H/ :<; 6I& D I/ 01KJML 10N0O/ PQJR179/ :<;:6>&7 EF <: SR0 F 5UT FWVXV 1R7N1 + 1Y; V. 7N1Z F 0[/;R7\:]1JWJW:<^Y;R7(7 EF`_ 1Y^R0N0O/a1Y; V / 0N7b5c/S^R79/ :<;d35e:<3 F 587gf`:6>h7 EF JML 1R0N0 F 0[i V 17N1j7 F 5lkIm ? +(u  ) w / 7 E 5 F 0W3 F JO7x7\: & F kj/;n/ok=/ p F . q<r s6t

(52) v !"$#&%(' )*'+",#zy /DC&EF 3165G7H/ 7H/ :<;{/ 0]5 FO| ^YL 165}/;~7 EF 0 F ;R0 F 7 E 17I7 EF 0W^Yk:6>&7 EF L F ; | 7 E :6> /o;R7 F 5U>c1J F 0 S5 ZP / 0€kj/;n/okj^Yk ?. ZP„ S5 ZP w / 7 E 5 F 0W3 F JO7$7\: S5 ZP  ZPJ: ( 165 F P† FWV  F k=/;Y/k=/ p F . ‚ Pƒ ƒ. 1 ë.æ 1 Þ.

(53) 

(54)   

(55)  ! "# $

(56) 

(57) %#&' )(+*,- ## .0/1 $. K. d"egi‰ w`“|Ÿ{qvxw`o=wT¨!qegi‰u9“Yt` v¡ u‚tTqvxw`oµhjw@ƒ{i9“‹{s w`‹!w~ i_ƒjv|o$qegiogiUÉ&q´ i_u9qvxw`o$et`Çq w qtM€iv|o@q w t`u_u_w`Ÿ{o@q¦qegi qe{s i_i u_w`ogƒ&v|qvxw`og‚¥¦d"e{vx1vx‰ƒ{w`ogi-£@¯Æt`  wIu9vYtTqv|o{=tX¨MŸ{ogu9qvxw`otT“Dq w$qegii9q1wT¨ v|o@q i9s¬¨­t`u_i_‰Ÿgu eAqetTqhXv|o{v|hXv|½‚i9s ©ªv|“|“Fs i_ ‹i_u9q  

(58)    «tTog ƒ \¥    

(59)  %'ŒG %'

(60) ( ,.

(61) + ,\

(62) "!  4 *†!%'   DG=*. . "d egi1u9“Yt` v¡ u‚tTqvxw`oµhjwIƒ{i9“ƒ{i9’€i9“xw`‹!i_ƒj¨³Ÿ{sqegi9sSvxÇ£t` i_ƒ$w`oµu_w`Ÿ{‹{“xi_ƒ=t`u9qv|’€i‰v|orq i9s¬¨zt`u_i_‚}{tTogƒ qegiÆtT‹{‹{s w€t`u e©´i«t`ƒ{w`‹{qKvxjv|og ‹{v|s i_ƒ¾¨³s w`h '*et`w¤i9q  ( àÈ¥ d"egiÆi9’€w`“|Ÿ{qvxw`o wT¨i‚t`ue v|o@q i9s¬¨­t`u_i vx¦~Ÿ{vxƒ{i_ƒ¢£r¯‘¨­w`s u_i_Œu_w`ogqstTv|o{v|o{‘qegiXw`“|Ÿ{qvxw`oq w$s i_ ‹i_u9q      tTog ƒ ¤iUÉI‹!w~ i_ƒÆv|o§qegi ‹{s i9’@vxw`ŸgŒ i_u9qvxw`oF¥®¢iŸgi t$“xi9’€i9“† i9q1¨­w`sh Ÿ{“YtTqvxw`oq wµs i9‹{s i_ i9orq i‚t`ue‘v|orq i9s¬¨zt`u_itTogƒÆtT“x wXi‚t`u e‘s i9~vxw`Y o & i9“xi9hji9orqwT¨DqegiŒ‹tTsqv|qvxw`o 6I& D ¥ !#". $&%('*),+#-.+#/102%3+4'*5 bi9q76 , &98(;: / Â( £!i‰t ¸v|‹g u e{v|q½¦¨³Ÿ{ogu9qvxw`o±t`  wIu9vYtTq i_ƒKq w s i9~vxw`o & »M©´iŒt` Ÿ{hjiqegi iUÉ&vxq i9ogu_iŒwT¨†Ÿgu e«t6 ¼SŸgu e‘qetTq <= 6  8 A@ B  v¡¨ 8:<&. > 6  8 A@   »­€¼ 4  v¡¨ 8: S. =? 6  8 A@ C  w`qegi9s©ªvx i F. d"e@Ÿg‚}Gqegiµs i9~vxw`K o & vxXi9orqv|s i9“|¯ƒ{i_ u9sv|£i_ƒ²£@¯¤qegiµ¨³Ÿ{ogu9qvxw`D o 6 »³ i_ i .v|g¥¤k€¼U¥¤mpo²qegi ¨­w`“|“xw‚©ªv|o{g}I¨­w`st-tM€i‰wT¨Du9“YtTsv|qȯ€}&©Si¦©ªv|“|“!w`hji9qv|hji_ªw`hXv|q‹tTqvYtT“!‹tTstThji9q i9s38ÆtTogƒµqv|hji ‹tTstThji9q i9s @ v| o 6  8 A@] ¥ bi9qƒ{iU gogiXqegijtT‹{‹{s w_É&v|hKtTqvxw`ogF EHG¢tTogJƒ IGÆwT¨ª¶1v|st`ujtTog.ƒ %‰i‚t‚’@vx vxƒ{iXƒ&vxqsv|£{Ÿ{qvxw`og$»³uU¨¥ .v|g¥G€¼S©ªv|qeLK : ( : . HWVX E G #M  4ON ) G (t PQ9RTSVU G  v    WVX  <=  X G ) tVPQ Q W ^U ]`_ G v > I G # M  4 ==? P. æ\æ â$U!VUç4ç9è. v¡¨ Y M†[Z\K ¡v ¨ Y M† B K v¡¨&YM†aZbK v¡c¨ M B K v¡c¨ M C K. » K~¼ »L€¼.

(63) L. * I" E  # G    &  $ "N - 

(64) / 

(65) " ! ;@ #S1 "  #  , "  . Ηα. 1 1/α. 0.5. δα −α. x. α. .v|~Ÿ{s i  / ,Y+ n [R+ o  DR

(66) ` R$ o (R

(67) bM +   n  + Y+ o H tTogƒ‘©´iŒet‚’€i. <= > HE G

(68) u+ /  r"! E =? I G u /  r"! I. t` K / V : `t  K / V :. ©ªegi9s i$#  &  vxŒqegiX‹t`u_ijwT¨ªƒ&vxqsv|£{Ÿ{qvxw`og ƒ{iU gogi_ƒ¤w‚’€i9s &Œ¥ gs w`h »­€¼U}x» K~¼ŒtTogƒÅ»L€¼1©Si u‚tToA©ªsv|q iK»³ i_iH.v|g¥Gk€¼ 698:<&2=&G% ) +* I G #6  8 A@  4 D'4U&. »­•€¼ ]('. P. 698Y:<&>=,G% ) + * E G #6  8 A@  4 b  D[4US F (] ' ! - .0/1)21(+4365c0

(69) 5 '879/;/ :<1(>+ =/c0

(70) ) bi9q>+[, &K/ ( £i¦qegi w`£g i9s’€i_ƒ‘ƒgtTqt‘»M~s i9¯µ“xi9’€i9“¸¨­w`sªv|ogqtTogu_iP¼U¥. »¬” €¼. d"etTo!M&´q w qegi“xi9’€i9“ i9q76 Ãā´ƒ{iU gogi_ƒµv|o«»­€¼´tTogƒ$£r¯Xqegi‰Ÿg iwT¨´»­•€¼´tTogƒÆ»¬” €¼U}{tŒ‹tTsqv|qvxw`o 6I& D s i_ ‹i_u9qv|o{       XtTogƒ XqtTq i_ƒ v|o- i_u9qvxw`oXu‚tTo£iG¨³w`Ÿ{ogƒqe{s w`Ÿ{~e-qegi hXv|o{v|hXv|½PtTqvxw`o«wT¨†t-~“xw`£tT“b¨MŸ{ogu9qvxw`otT“\ƒ{i9‹i9ogƒ&v|o{Kw`oAqegi 6 ¬Ãā‚¥†d"e{vx"¨³Ÿ{ogu9qvxw`otT“bu_w`orqtTv|og qe{s i_iq i9shj‚}gi‚t`u e«w`ogiŒ£!i9v|o{js i9“YtTq i_ƒ‘q wjw`ogi wT¨.qegi qe{s i_iu_w`ogƒ&v|qvxw`og‚¥SmÈo±qegi¦¨­w`“|“xw‚©ªv|o{g} ©Si‘iUÉ&‹{s i_ ji‚t`u e u_w`ogƒ&v|qvxw`o v|oÅq i9sh wT¨‰¨³Ÿ{ogu9qvxw`otT“hXv|o{v|hXv|½PtTqvxw`oF¥  v|o{v|hXv|½‚i9s KwT¨¦qegi 1 ë.æ 1 Þ.

(71) 

(72)   

(73)  ! "# $

(74) 

(75) %#&' )(+*,- ## .0/1 $. Ωi. •. 2. 1 0 -1 -2 -3. φi.                                                                  δ α (φ i ). >2α<.                     Hα(φ i ). >α<. .v|~Ÿ{s ik / l  R+ o  R   +

(76) . n l\R x(N  G+ 

(77)  6 †R +     + 9 oR  I+  

(78)   ]  U  U  +  N   ] 

(79)  o   †  

(80) Y  $  „ R    +    HY  4H6  " !$# H+ € 

(81)  o *G  &%('8  ) U*R =G  +%$,'G - 2

(82)  *N. æ\æ â$U!VUç4ç9è.

(83) ”. * I" E  # G    &  $ "N - 

(84) / 

(85) " ! ;@ #S1 "  #  , "  . ¨­w`“|“xw‚©ªv|o{j¨MŸ{ogu9qvxw`otT“x¦tTs iŒŸ{‹{‹!w~ i_ƒ=q wjiUÉ&vxq‚¥ 

(86) 

(87)  V. b

(88) \2

(89) D

(90)  

(91) 

(92) \2

(93) .  b i9qƒ{iU gogiŒqegi¦¨­w`“|“xw‚©ªv|o{X¨³Ÿ{ogu9qvxw`otT“ G  #6  _9FAFAFA_ 6   4. /. .  I G #6  u ) 8 q<r t   Pv. ©ªv|qe  : ( : F. »¬”~”P¼. d"egi‰hXv|o{v|hXv|½PtTqvxw`o‘wT¨ G  }{t` K /  : }r‹!i9otT“|v|½‚i_Sqegi¨­w`shKtTqvxw`o±wT¨b’~t`u9Ÿ{Ÿ{h »M‹{v¡É{i9“xS©ªv|qe ogw “YtT£!i9“6¼ªtTogƒ±s i9~vxw`og‰w‚’€i9s“YtT‹{‹{v|o{§»M‹{v¡É&i9“x©ªv|qe±hjw`s iŒqetToAw`ogiŒ“YtT£!i9“6¼U¥.  

(94) 

(95)  V . b

(96) \2

(97) \

(98)  [ (\.  d.tM@v|o{ v|orq wt`u_u_w`Ÿ{o@q´qegiw`£g i9s’€i_ƒjƒgtTqttTogƒKqegi‰ÀŒtTŸg vYtTojƒ&vx qsv|£{Ÿ{qvxw`oK‹{s w`‹!i9sqȯjwT¨!qegi u9“Yt` i_‚}&©´i u_w`ogvxƒ{i9s / . I G #6    u )   )  8 ©ªv|qe : (3_` # F »¬”‚€¼

(99). " q„r " d"egi‘¨­tThXv|“|¯\6 [6 D hXv|o{v|hXv|½_v|o{# G t`&K / V: “xi‚t`ƒ{Kq w°t‹tTsqv|qvxw`o I6 & D tTqvx¨M¯Iv|o{  

(100)  bb ¥. !G #6  _9FAFAFA_ 6  4 . + ,+ . *) . - 

(101).  - &  2

(102)  $ %V  &* 

(103)  2

(104)  '

(105) (* *) &. ,a  d"egi¦“Yt` q"¨MŸ{ogu9qvxw`otT“F©Si¦©StTo@qq w v|orqs wIƒ&Ÿgu_ivx"s i9“YtTq i_ƒ±q w 

(106)  D«tT£!w`Ÿ{qªqegi¦hXv|o&y v|hXv|½PtTqvxw`o«wT¨.qegi¦v|o@q i9s¬¨­t`u_i_‰“xi9o{~qeF¥†®¢iŒ©Sw`Ÿ{“xƒ±“|-v M€iŒq w hXv|o{v|hXv|½‚i P . ‚ P ƒ. ZP  S ZP  ©ªv|qe P £i9v|o{Xs i‚tT“\u_w`ogqtTorq IF ƒ. »¬”‚k€¼. "d egi¨­t`u9q w`s ) iUÉ&‹{s i_  i_Çqegi¯IhXhji9qs¯S ZP 4\S P tTogƒ$©ªv|“|“£!iªv|orqs wIƒ&Ÿgu_i_ƒµv|ojqegi‰©´i9v|~erq¬y v|o{ ‹tTstThji9q i9s  ZP ¥.®¢iªqŸ{so$qegiªhXv|o{v|hXv|½PtTqvxw`o=wT¨!v|o@q i9s¬¨­t`u_i_´“xi9o{~qeKv|o@q wqegiªhXv|o{v|hXv|½Pt]y qvxw`oÆwT¨.£!w`Ÿ{ogƒgtTsƒ vxi_“xi9o{~qe / . »¬”9–@¼ / gs w`h »¬”‚k€¼†tTogƒA»¬”9–@¼†©´i‰w`£{qtTv|ojqegiu_w`ogqstTv|o@q ZP 4 P ©ªe{vxueK‹!i9shXv|q Gq w i9“xi_u9qÇqegi ©Si9v|~erqv|o{Œ‹tTstThji9q i9s  v|o-qegi´‹{s w`£{“xi9h wT¨£!w`Ÿ{ƒ ogƒgtTsvx/ i_DQ0“xi9/ o{~qe hXv|o{v|hXv|½PtTqvxw`oXq w1s i9qsvxi9’€i / .  /.  S  ©ªv|qe £!i9v|o{js i‚tT“bu_w`og qtTorq  F. 1 ë.æ 1 Þ.

(107) 

(108)   

(109)  ! "# $

(110) 

(111) %#&' )(+*,- ## .0/1 $. ”~”. qegiv|orq i9s¬¨zt`u_i_“xi9o{~qe‘hXv|o{v|hXv|½PtTqvxw`o§w`ogiP¥†ˆªu_u_w`s ƒ&v|o{Kq w bi9hXhKt±”iUÉ&‹w~ i_ƒ=£!i9“xw‚©}gqegi hXv|o{v|hXv|½PtTqvxw`o«wT¨ª»¬”9–@¼"vxw`‹i9stTq i_ƒ‘£r¯=hXv|o{v|hXv|½_v|o{Kqegi1¨³Ÿ{ogu9qvxw`otT“S»­t` K /  : ¼ /. G  #6  _9FAFAFA_ 6   4 . bi9qs i_u‚tT“|“Fqegi #Sw€tTs i‚t-¨­w`sh Ÿ{“Yt /  A Ë@Ï › Ë 2 T Ï œ{› Ë œ FpÏ ›  Mœ

(112)  . :   . q. E G #6   6   8F.  / <q r. .  .  (*)  0@ ! . . .  8     8    8<4. ,*( ) / ( . q q! #". . . »¬” €¼.  B  G / @#

(113) /  .  8   M%$ '&. d"egi9oF}{¨Ms w`hÁqegi #Sw€tTs i‚t ¨³w`shŸ{“YtX©´i€i9q / (ÇË. ¢œ 2  /1/1"N@(  +@ 

(114) "1 )I I@.  !     I@.   G #6 O 4 . @ ! *)0C  $. E G #6  8 A@   6  8 A@    8_. q<r. ,. G % ]() '  1 G^#6  4 q

(115) +Qs    [M 4  S N F  › ϸÏ

(116) F ž v|o«qegi+#Sw€tTs i‚tK¨­w`sh Ÿ{“Yt&}!©Si-uegw@w~i   8  4 EHG^#6  8 A @  tTogƒ-  8  4 6  8 A@  }. qegi9oA©´iŒet‚’€i. . G #6 O 4 4. . q' q!+Qs #" q'. . S¯= i9qqv|o{21^ &  4 4 3 +Qs #"  MŒ©Siw`£{qtTv|o. E G & . E G #6  8 A@]  M $ & q.+Qs #".  M/$ '&. 0.  4 EHG^ &  1^ &  & q  G & ! /8  1^ &  '&  64 5  P K q 7 G t P Q TR SVU K v G #6. 9;: s6< =?> Bs A s D= C E<s =DCBF : ?s G Hs C E<sHCJILF KHM : Ns G Os CP ?= > s < : ?s G s : ?= > s C E„s =QC?F : sR< =?> Os S G s T G =%UC E<s =DC @ E s =DCBF @ @ @. æ\æ â$U!VUç4ç9è.

(117) ”‚. * I" E  # G    &  $ "N - 

(118) / 

(119) " ! ;@ #S1 "  #  , "  . mȨ\©SiŒqtM€i4 G" ©´iŒet‚’€i .    51 4K   G #6 O 4 P q 7  t P Q RTSVU 8 v. d"e@Ÿg‚}{©ªegi9oK / -©Siw`£{qtTv|o. . G % ]() '  1 G #6  4 P 1^l  q  t PQ TR SVU  8  v   7  M'4  S  4 15l  4 4 q.+ s  . l¾l     -  2

(120)  # d"egi Ÿ{h G   G  G  “xi‚t`ƒ{ªq wXqegiŒ~“xw`£tT“¸¨³Ÿ{ogu9qvxw`otT“ Q. Q . /.      u  O )   G #6  _9FAFAFA_ 6   4  I G #6  8  E G # 6 O   &6   8

(121) ). " q r Q &/ q r   I G #6  u )8  Q q„r t  Pv. »¬”‚€¼. 1ˆ ;K/ V:´}TqegiS w`“|Ÿ{qvxw`oX i9q*6 6 D hXv|o{v|hXv|½_v|o{ G #6  _9FAFAFA_ 6   }Tv¡¨gv|qDiUÉIvxq ´tTogƒ t`u_u_w`s ƒIy v|o{Aq w¤»­€¼U}\ƒ{iU gogi_ t±u9“Yt`  v¡ u‚tTqvxw`o°u_w`hX‹!w`Ÿ{ogƒ¤wT¨"egw`hjw`€i9ogi_w`Ÿg-u9“Yt` i_K»MqegiKwTyÈu‚tT“|“xi_ƒ & G  # ¼" i9‹tTstTq i_ƒ±£@¯$s i9~Ÿ{“YtTsv|½‚i_ƒÆv|orq i9s¬¨zt`u_i_‚¥ '*- 0% 0

(122) = /1L)#'*/ 15 -.+#/+#-.+a0"1(+>= / #Sw`og vxƒ{i9sqegiŒ“xi9o{~qe±¨³Ÿ{ogu9qvxw`otT“ /  T   A@    @ 2 @] 4  »¬”6K~¼ T@ q  ©ªegi9s  i 6  A]@  D @ vx1t$ i9q1wT¨Çu9“xw~ i_ƒA‹tTstThji9qsv|½‚i_ƒ¾» :   ¼‰u9Ÿ{s’€i_¦w‚’€i9sH&¿ Ÿgu e«qetTq  l A]@  4  A@  tTogƒ   @"! @ ! 4#   @ ! @ ! ¥Gd"egi9oF

(123) } 2 ]@  vxƒ{i_u9s Pi‚ t` v|o{Khjw~qªstT‹{vxƒ&“|¯=v¡¨    P T   A@  4$&' % »¬”)L€¼ T@ ( 1*) Ùzõ]Û,+SÛpù]Úàñ³Ùí.-ªÚàâTÚ/-ªÚ/0¬ÛðØzñ12 s439s ñ­õT×Uá]öïß"Ö~Û ) ×UáTâTß"Úàâ"ÙzõTÛbñ­ô`ÕUòpÛ512 s768:95; *=< ; >DC ? 2 s C.@BADC S 8 U43 ! . 1 ë.æ 1 Þ.

(124) 

(125)   

(126)  ! "# $

(127) 

(128) %#&' )(+*,- ## .0/1 $. ”‚k. $ £!i9v|o{ÆqegiK“xw@u‚tT“"u9Ÿ{s’~tTqŸ{s i$wT¨  A@] tTogƒ 'Ò ¤ % qegi$v|or©"tTs ƒ°ogw`shKtT“z¥ #´Ÿ{s’€i$i9’€w`“|Ÿ{qvxw`o qe{s w`Ÿ{~e= G¶¦¹Â»¬”)L€¼Dvx0M@ogwP©ªoµt` & N $/ "#D "1 &'$$»³i_i |”9–g¨­w`sÇv|og qtTogu_iP¼U¥†ˆªu9qv|’€i u_w`o@q w`Ÿ{s ª~Ÿ{vxƒ{i_ƒ=£r¯»¬)” L€¼Çq i9ogƒ{ªq w-s i9~Ÿ{“YtTsu9Ÿ{s’€i_ªv|o=qegi¦ i9og i1qetTqªqegi1“xi9o{~qe±vx"hXv|o{v¡y hXv|½‚i_ƒ¸¥ G¶¦¹ »¬)” L€¼u‚tToA£!i©ªsv|qq i9o«qe{s w`Ÿ{~e§tj“xi9’€i9“\ i9q¨³w`shŸ{“YtTqvxw`o |)” L"\©ªe{vxu e§vxhjw`s i u_w`o@’€i9o{vxi9orqªq w hKtTotT€i1u9Ÿ{s’€i_S£{s i‚t MIv|o{ tTogƒ$hji9s~v|o{g¥Gˆ1 Ÿ{hjiqetTq  , & 8 (1: / ( vx t-hjwIw`qe±u_w`orqv|o@Ÿgw`Ÿg¨³Ÿ{ogu9qvxw`o‘Ÿgu e±qetTq‚}I¨³s w`h qegi¦’`tT“|Ÿgi¦wT¨   8 A@  }{©SiŒu‚tTo=ƒ{i9q i9shXv|ogi v¡2¨ 8¾vxv|o@q i9svxw`s‚}ÇiUÉ&q i9svxw`sXw`s-£!i9“xw`o{€-q w   A@  ¥ Fi9qXŸ{‹{‹!w~ iKqetT$ q /    A@  4 698 : &2=   8 A@  4  DÆ»Mvz¥Äi~¥$qegiju_w`orq w`Ÿ{s-vxŒs i9‹{s i_ i9o@q i_ƒ¤£@¯«“xi9’€i9“S i9q  wT¨"¨MŸ{ogu9qvxw`o  ¼U¥$ Ƕ1¹ »¬)” L€¼S¨³w`shŸ{“YtTq i_ƒ‘£r¯µqegiŒŸg iŒwT¨D“xi9’€i9“b i9qª£!i_u_w`hji_ T   8 A@  4  #+        _ »¬”‚•€¼ T@    ©ªv|qe  #+   £i9v|o{qegi“xwIu‚tT“*u9Ÿ{s’~tTqŸ{s i¦wT¨F“xi9’€i9“ i9q  ¥D¹Gº@ŸtTqvxw`o»¬”‚•€¼†©"t`S qŸgƒ&vxi_ƒj¨­w`s v|og qtTogu_i¦v|o |”~}¸” "È¥†¹†’€w`“|Ÿ{qvxw`oÆwT¨D“xi9’€i9“F i9q wT¨\¨MŸ{ogu9qvxw`o  »­tTogƒ‘ w i9’€w`“|Ÿ{qvxw`oAwT¨†u_w`orq w`Ÿ{s   A@  qe{s w`Ÿ{~eA“xi9’€i9“. i9q  ¼´¨Ms w`h »¬”‚•€¼"vxªqegi “xi9’€i9“b i9qª¨­w`sh Ÿ{“YtTqvxw`o§wT¨†hji‚tToÆu9Ÿ{s’~tTqŸ{s i  hjw`qvxw`oF¥d"egi-“xi9’€i9“Di9q‰¨­w`sh Ÿ{“YtTqvxw`o¤tT“|“xwP©Œ£{s i‚t MIv|o{AtTogƒÆhji9s~v|o{=¨³s w`orq ¦©ªe{vxuevx1ogw`q ‹!w~ v|£{“xi´¨³s w`h ¨³w`shŸ{“YtTqvxw`o«»¬)” L€¼U¥ O@v|ogu_iu_w`o@q w`Ÿ{s   A@  vx†s i9‹{s i_ i9o@q i_ƒj£@¯“xi9’€i9“g i9q  }~©Si w`o{“|¯Kogi_i_ƒKq wŸ{‹ƒgtTq i¦ G¶¦¹ »¬”‚•€¼Gv|o=t otTss w‚© £tTogƒ=tTs w`Ÿ{ogƒ  ¥†mpoKqe{vx"u‚t` i~}Iqegi‰“xi9’€i9“¸ i9q ¨­w`sh Ÿ{“YtTqvxw`o¤»¬”‚•€¼´u_w`hji_S¨³s w`h ts iU¨­w`sh Ÿ{“YtTqvxw`oAwT¨"»¬)” L€¼Gq w-qst`u MKqegi1hjw`qvxw`o±wT¨\u_w`orq w`Ÿ{s    A@  ¥´mpoAw`Ÿ{s‰u‚t`i~}g©´iƒ&v|s i_u9q“|¯‘ƒ{iU gogit “xi9o{~qeƨ³Ÿ{ogu9qvxw`otT“ G  wP’€i9s‰u_w`o@q w`Ÿ{s [ S ðÃā£r¯  qegiŸg iŒwT¨.“xi9’€i9“\ i9q 6 Ãā‚¥†d"egi t`  wIu9vYtTq i_ƒ±¹†Ÿ{“xi9s¬y btT~stTo{€i i_º@ŸtTqvxw`og“xi‚t`ƒ±q w G¶¦¹Ãā wT¨Dqegi1¨­w`sh T6  8 A]@  4  # 6  EHG^#6  F »­€¼ T@  6  #Sw`hX‹tTs i_ƒ«q wµ G¶¦¹ »¬”‚•€¼U}!©´i€i9q1¨Ms w`h»­ €¼ t UotTqŸ{stT“ -otTss w‚© £tTogƒÆ¨³s w`h qegi-¶1v|st`u w`‹!i9stTq w`sE G ©ªegw~ iG©ªvxƒ&qe-ƒ{i9‹i9ogƒ{\w`o qegiG’~tT“|ŸgiGwT¨*K»6¨­w`s6 Ãābƒ{iU gogi_ƒt`\v|~ogi_ƒ ƒ&vx qtTogu_i v|o¤»­€¼¼U*¥ \v|g¥G–jegw‚©qegiŒ½‚i9s w “xi9’€i9“b i9qi9’€w`“|Ÿ{qvxw`o«wT¨.qegi 6 Ãāªqe{s w`Ÿ{~eÆ G¶¦¹ »­ €¼U¥

(129).   

(130) D ‰,¸ G%'. ƒ{i_ u9sv|£!i‘qegi‘©St_¯ ©´i‘hXv|o{v|hXv|½‚i  G v|o »¬”‚€¼-©ªv|qe s i_‹i_u9qKq w 6  _9FAFAFA_ 6  ¥ ®¢i w`£{qtTv|o«t ƒ&¯@otThXvxu‚tT“.¯I q i9h wT¨ u_w`Ÿ{‹{“xi_ƒA G¶¦¹ÃāP¥ %1i9s i9v|o. æ\æ â$U!VUç4ç9è.

(131) * I" E  # G    &  $ "N - 

(132) / 

(133) " ! ;@ #S1 "  #  , "  . ”9– 1#". c5 V1 '*-. )#' $  5. = 7 : = /;3. mȨ #6  _9FAFAFA_ 6  vx w`“|Ÿ{qvxw`oAwT¨Dqegi¦hXv|o{v|hXv|½PtTqvxw`o§wT¨  G }&qegi9o‘ogi_u_i_ tTsv|“|¯

(134) T  G 4 _3`V# 4 FAFAFZ <F. »­&”P¼ T26. P ® v|qe

(135) 1i9Ÿ{hKtTo{o¤u_w`ogƒ&v|qvxw`og$»  +  s  8 A@  4. _`8K:cT&¼U}bqegiX¹†Ÿ{“xi9s btT~stTo{€i$i_ºrŸtTqvxw`og t` w@u9vYtTq i_ƒq w  G ~v|’€i»³ i_i´ˆ‹{‹! i9 ogƒ&v¡É¦¨³w`sFhjw`s i´ƒ{i9qtTv|“x.tT£!w`Ÿ{qFqegi´u_w`hX‹{Ÿ{qtTqvxw`o-wT¨gƒ{i9sv|’~t]y qv|’€i_U¼´qegiJ ¨³w`“|“xwP©ªv|o{$u_w`Ÿ{‹{“xi_ƒ‘ G¶¦¹Ãā  T  G 4 EHG^#6   2 u   ) u  #  6.  I G #6  u $  4  _ # 4 FAFAFZ T26.

(136) ) " / t  6  v Q  t  Pv P ª© v|qe  #²ƒ{i9ogw`qv|o{¤qegi±ƒ&v|’€i9s€i9ogu_iAw`‹!i9stTq w`s‚}"tTogƒ  #  +Q+Qss  ’~tTqŸ{s i±wT¨¦“xi9’€i9“ i9q&6 tTqX‹w`v|o@q8\¥²®¢i=ogw`q i±qetTqXqegi±q i9sh t UotTqŸ{stT“ ±£tTogƒv|o¾©ªe{vxu eÅqegi=v  ! Ƕ1¹ vxXogw`o¾½‚i9s w§’`tT“|Ÿgi_ƒ ƒ&vx qtTogu_i¦¨MŸ{ogu9qvxw`ogU¼ / G 4 698;:<&2=QY6  8 A@]  ZbK*D€¥. ­» ~€¼ £i9v|o{¢qegi¢»Mhji‚tTo*¼Xu9Ÿ{s¬y E G #6 O v|o¿»­~€¼ ƒ{i9“|v|hXv|q  »6¨­w`s&6 Ãā £i9v|o{¢ v|~ogi_ƒ. J)  = % +>151-. 1-. ®¢iXi9h£i_ƒ »­~€¼‰v|orq wAt=ƒ&¯IotThXvxu‚tT“ǁ uegi9hji~}F©´ij€i9q t=¯I q i9h wT¨3 u_w`Ÿ{‹{“xi_ƒ¢i_ºrŸtTqvxw`og » # 4 FAFAFZ ¢¼/ P.  )   +  2  u  6.     I G #6  u 6 @ : 4 6 @ u  @ E G #6 . u  #  $ _

(137) ) t " / t  6  v Q  t  Pv v. »­~k€¼. ©ªegi9s i  @ vxªqegiq i9‹±v|o‘qv|hji~¥ bi9'q &¿£i-tj~svxƒÆ©ªv|qe&'“|v|ogi_1tTogƒ  u_w`“|Ÿ{hXog‚¥1d"egiegw`sv|½‚w`orqtT“ÇtTogƒÆ’€i9sqvxu‚tT“D q i9‹g‰wT¨ ƒ&vxu9s i9qv|½PtTqvxw`o°tTs i  i9q¦q w”~¥®¢iX i9“xi_u9qtµhKtT“|“†’~tT“|Ÿgi ¨­w`s KÇ¥-ˆªu_u_w`s ƒ&v|o{‘q wµqegiXu egw~i9o  q i9‹¢wT¨"ƒ&vx u9s i9qv|½PtTqvxw`otTogƒ«¨³w`s 6 Ãā Ÿgu e¢qetT4 q  6.  4 }\t`¦ v|qvx1¨­w`sv|~ogi_ƒ¢ƒ&vx qtTogu_i ¨³Ÿ{ogu9qvxw`og‚}©´i u‚tTo i_i ¨Ms w`h» K~¼qetTq‰qegi-£tTog ƒ  G u_w`o@qtTP v|og K u ³v¡c¨ K :   ‹{v¡É{i9“x‚¥ ®¢iªƒ{w¦ogw`q†hKt M€i KAƒ{i_u9s i‚t` iq =w &}~£{Ÿ{qG ©´iªƒ&v|s i_u9q“|¯X i91q KAq wt¦hKtT“|“{’~P tT“|Ÿgi»Mogw`qGq wIw1 hKtT“|“ v|o‘w`s ƒ{i9sq wXet_’€ii9ogw`Ÿ{~eƋ{v¡É&i9“xv| o  G ¨­w`sªqegiu‚tT“xu9Ÿ{“|Ÿg‰wT¨.qegiƒ&v¡·¸i9s i9orqq i9shjwT¨»­~k€¼¼U} tTogƒAv|oÆw`Ÿ{s1iUÉI‹!i9sv|hji9orq  K 4 F

(138) &¥ Fi9qs i9hKtTNs MAqetTq©´i v|o{v|qvYtT“|“|¯A i9qqegi 6 ¬Ãāq wK v|~ogi_ƒ  Ú ) ÙzõTÛ 2  ñbÕØzÛDØzÛ UáTöïÕ Ø.Û¬â]×Uá Uõ 1 ë.æ 1 Þ.

(139) 

(140)   

(141)  ! "# $

(142) 

(143) %#&' )(+*,- ## .0/1 $. ”. ƒ&vx qtTogu_iX¨³Ÿ{ogu9qvxw`og ©ªe{vxue°vxu_w`hXhjw`o{“|¯¢Ÿg i_ƒ¨­w`s“xi9’€i9“" i9q  uegi9hji_‚¥ 0SŸ{q-t` ¨³w`sµ»¬”‚•€¼U} Ƕ1¹Ãā¦»­ €¼´tTogƒ§»­~k€¼Gƒ{wogw`q´hKtTv|o@qtTv|o=qegiqegi1u_w`ogqstTv|orq  &6  4 }ItTogƒ$©´i1s i9~Ÿ{“YtTs“|¯ ogi_i_ƒ$q w-s i9~Ÿ{“YtTsv|½‚i1qegi‰“xi9’€i9“! i9q  6 q w£!i‰Ÿ{s i‰qegi9¯js i9hKtTv|o±v|~ogi_ƒµP ƒ&vxqtTogu_i‰¨MŸ{ogu9qvxw`ogP¥ d"e{vxu‚tTo‘£iŒƒ{w`ogiŒ¨³w`sªv|ogqtTogu_i£r¯=qegi¦Ÿg iwT¨† G¶¦¹ àT–  T26  8 A@] 4 M # #6   u  6   _  T@ P. »­T–@¼. MI#  £!i9v|o{jqegi1¨³Ÿ{ogu9qvxw`o‘s i9qŸ{so{v|o{Kqegi v|~o‘wT¨.qegitTs~Ÿ{hji9orq‚¥ %1i9s i¦vxªqegi tT“|€w`sv|qe{h s i_Ÿ{“|qv|o{X¨³s w`h »­~k€¼  y y @. 2. 

(144)  # 4 FAFAFZ 6. P @ Q8 y P  # 4 AF FAFZ  

(145)  ? y .   P 

(146) 

(147) .  /0 " '1)"+,32.   

(148)  " !$#&% ('*)"+-,

(149) "4"

(150) . 65 

(151)  6 % 879 :"!$#. '*);9,. 7 y 4$ 

(152) 2 O@q i9‹ Kvxqegi-v|o{v|qvYtT“|v|½PtTqvxw`owT¨Çqegi 6 ðÃāP¥d"e{vx1v|o{v|qvYtT“|v|½PtTqvxw`ovx1’€i9s¯±v|hX‹w`sqtTo@q‚¥Œˆ £t`ƒ v|o{v|qvYtT“|v|½PtTqvxw`o«“xi‚t`ƒ{ªq wKtX£t`ƒ‘u9“Yt` v¡ u‚tTqvxw`oF¥Sd"egi 6  Ãāu‚tTo‘£!iŒhKtTo@ŸtT“|“|¯‘u egw~ i9oF}gw`s‰u‚tTo £!iKtTŸ{q w`hKtTqvxu‚tT“|“|¯¢u_w`hX‹{Ÿ{q i_ƒ¤¨Ms w`h tTo¤v|o{v|qvYtT“Ç‹{s iUyȁi9~hji9orqtTqvxw`o‹{s w@u_i_‚}bw`stTŸ{q w`hKtTqv¡y u‚tT“|“|¯« i9“xi_u9q i_ƒ«¨³s w`h u_w`hX‹{Ÿ{q i_ƒ 9 i_i_ƒ{ =»³ i_i-ogiUÉIqŒ i_u9qvxw`o*¼U¥-d"egiXtT“|€w`sv|qe{h vxŒq w`‹{‹!i_ƒ ©ªegi9o°qegiKi9’€w`“|Ÿ{qvxw`o¾wT¨ªqegiK w`“|Ÿ{qvxw`o²£!i9qÈ©´i_i9o²qÈ©SwAv|q i9stTqvxw`og-©ªv|qe²s i_‹!i_u9qq w @ vx ogw`q  v|~o{v¡ u‚tTorq‚}w`sª©ªegi9o«t- {É&i_ƒ=hKt]É&v|h Ÿ{h orŸ{h£i9s1wT¨.v|q i9stTqvxw`ogvxªs i‚t`u egi_ƒ¸¥ <. =.

(153) ? > @. *',.4 -

(154) *†g*

(155) " ‰Œ,.†. "d egiw`£g i9s’€i_ƒ«ƒgtTqt u‚tToÆ£!i u_w`ssŸ{‹{q i_ƒÆ£r¯Æƒ&v¡·!i9s i9o@q1 w`Ÿ{s u_i_1wT¨Çƒ{i9~st`ƒgtTqvxw`oF}!ŸgŸtT“|“|¯ hjwIƒ{i9“xi_ƒ±£@¯$qegi¦¨­w`“|“xw‚©ªv|o{$“|v|ogi‚tTsƒ{i9~st`ƒgtTqvxw`oÆi_º@ŸtTqvxw`o / d 8  4 AH 8  »­ €¼ Q8B ©ªv|q e Y, &U/ ( £!i9v|o{Kqegiw`sv|~v|otT“\ogw`oÆogw`vx¯‘ƒgtTqt&C} A vxqegiv|hX‹{Ÿ{“x is i_ ‹w`og iwT¨†qegi  ¯Iq i9h‘}DtTogƒ vx tTo²t`ƒ{ƒ&v|qv|’€i±ÀŒtTŸg  vYtTo¢ogw`vx i~¥‘d"e{vx ogw`vx¯v|o&¨³w`shKtTqvxw`ou‚tTo¤v|o@q i9s¬¨³i9s i ©ªv|qeqegiXu9“Yt`Bv¡ u‚tTqvxw`o¢‹{s wIu_i_ tTogƒhKt_¯«v|ogƒ&Ÿgu_iXhXvx u9“Yt`v¡ i_ƒ§‹{v¡É&i9“xP¥ OIw{}bv|ot`ƒ{ƒ&v|qvxw`o q w qegi‹tTsqv|qvxw`o{v|o{Xu‚tT‹tT£{v|“|v|qp¯€}&©´i‰©StTorq"qegi‰hjw@ƒ{i9“*q w s i9hjwP’€i¦ƒ{i9~st`ƒ{i_ƒK‹{v¡É{i9“xS©ªv|qegw`Ÿ{q ƒgtThKtT~v|o{±qegi  i9q¦wT¨´i_ƒ&€i_ŒwT¨Çqegiv|hKtT€i ©ªe{vxu e§s i9‹{s i_ i9o@qŒv|hX‹w`sqtTo@q¦¨³i‚tTqŸ{s i_ŒwT¨SƒgtTqt. æ\æ â$U!VUç4ç9è.

(156) * I" E  # G    &  $ "N - 

(157) / 

(158) " ! ;@ #S1 "  #  , "  . ”‚.   ¥ "0 t`i_ƒµw`o‘i_ƒ&€iUyz‹{s i_i9s’@v|o{js i_ q w`stTqvxw`o.à"È}&©´i¦v|orqs wIƒ&Ÿgu_i¦qegi1¨­w`“|“xw‚©ªv|o{ ¨³Ÿ{ogu9qvxw`otT“     I G #6  u )8 G 5_ 6  _9FAFAFA_ 6  4  E G #6   6   8   q„r t .   / q„r Q Pv  . IGV#6  ~u )   )  8

(159). Q A " q r. Q. . . q„r.  AH4u    ). 9  h  $ Q  ) <q r. »­~€¼. gŸ{ogu9qvxw`o ,3( / (1:Ávx=ts i9~Ÿ{“YtTsv|½_v|o{¨³Ÿ{ogu9qvxw`o ©ªv|qeÂtTq$“xi‚t`q$qegiAqÈ©Sw¤¨­w`“|“xw‚©ªv|o{ ‹{s w`‹!i9sqvxi_  /  @  et`=t¢º@Ÿt`ƒ&stTqvxu‘£!i9et_’Ivxw`s$ogi‚tTs @ 4  »  &')$@ I@(ÆiU·!i_u9q4¼U}tTogƒ vx “|v|ogi‚tTsŒw`sŒŸ{£&yz “|v|ogi‚tTs¦¨­w`s @ »11)(I 

(160) "N  " )@(µiU·!i_u9q4¼U¥Œ®¢i u‚tTo« gogƒ§ w`hji iUÉ{tThX‹{“xi_ wT¨†s i9~Ÿ{“YtTsv|½_v|o{µ¨³Ÿ{ogu9qvxw`og‰v|o à"È¥d"egi‹tTstThji9q i9s  :( : vx©´i9v|~e@qv|o{±qegis i_q w`stTqvxw`o ‹tTsq‰wT¨\¨³Ÿ{ogu9qvxw`otT“ G ¥Çd"egiŒhXv|o{v|hXv|½PtTqvxw`oÆwT¨ G ©ªv|qe‘s i_ ‹i_u9qªq  w Ɠxi‚t`ƒ{ªq wXqegi i_ƒ&€iUy ‹{s i_i9s’€i_ƒs i_ q w`stTqvxw`ojwTV¨  qt MIv|o{Œv|orq wŒt`u_u_w`Ÿ{orqGqegiSv|o&¨­w`shKtTqvxw`og†~v|’€i9o £r¯qegi´‹tTsqv|qvxw`o q i9sh »Mqe{v|s ƒ‘q i9sh w`o±qegi¦sv|~erqetTogƒ{ vxƒ{iwT¨"»­~€¼SqetTqtTqqst`u9q qegi¦’`tT“|Ÿgi_wT¨ ‘q wP©StTs ƒ{ qegi1hji‚tTo±wT¨\qegi¦u9“Yt` i_4¼U}{tTogƒ$qegi1hXv|o{v|hXv|½PtTqvxw`og‰wT¨ G ©ªv|qe=s i_‹i_u9q"q w-qegi 6 Ãā"~v|’€i_ t$‹tTsqv|qvxw`o¤wT¨ +`¥-d"egiX¹†Ÿ{“xi9s¬y btT~stTo{€iKi_º@ŸtTqvxw`og t` w@u9vYtTq i_ƒ«q w=qegi hXv|o{v|hXv|½PtTqvxw`o¤wT¨ G tTs i / T G 4   I G #6   ~u    T+

(161) Q.  ". ©ªv|qe. A. ^  AHu  ? u  )  #   9          v $ 4 _Å»­ K~¼ t ^ £!i9v|o{jqegiŒu_w`o`‡¬Ÿ{rtTq i wT¨&AX}gtTogƒµ¨³w`s # 4 FAFAFZ ©´iet_’€i A. P  T G 4 E G #6    4u   ) u  #  6.   I G #6  u v $4 F ­» $L€¼ T26. / t  6  v Q  t  "

(162) ) P ®¢iXtT“|q i9sotTq i s i_ w`“|Ÿ{qvxw`ogŒwT¨Œ»­ K~¼1tTogƒ»­$L€¼‰Ÿ{o@qv|“†qegi  w`“|Ÿ{qvxw`o i9q 5_ 6  _9FAFAFA_ 6  ƒ{Iw i_. ogw`qªi9’€w`“|’€iŒtTor¯Ihjw`s i~¥Gd"egi1s i_ w`“|Ÿ{qvxw`o±wT¨S»­ K~¼Çvx"ƒ{w`ogi1qetTo!MISq w-qegi1etT“¡¨6yȺ@Ÿt`ƒ&stTqvxu1s i9`y Ÿ{“YtTsv|½PtTqvxw`oAhji9qegw@ƒ à&}¸”~” ¸£t` i_ƒ±w`o±qegi¦v|o@qs w@ƒ&Ÿgu9qvxw`oAwT¨†tToAtTŸ&ÉIv|“|vYtTs¯µ’~tTsvYtT£{“xi¦s i9“YtTq i_ƒ q wµqegi ƒ&vx u_w`o@qv|orŸ{v|qȯ i9q‚¥ O@¯Iq i9h»­$ L€¼‰vx¦i9h £!i_ƒ{i_ƒ§v|o¢t$ƒ&¯IotThXvxu‚tT“G uegi9hji t`1¨­w`s1qegi s i_w`“|Ÿ{qvxw`oAwT¨ª»­~€¼"©ªv|qe‘qegiƒ&¯IotThXvxu‚tT“b¯&q i9h »­~k€¼U¥ .  K†!%'G*

(163) ‰$†*-¬. ®¢i hKt`ƒ{iXw`hjiXiUÉI‹!i9sv|hji9orq w`o«£!w`qe¢¯Iorqegi9qvxuKtTogƒ§s i‚tT“†v|hKtT€i_P¥ OIw`hjiKwT¨´qegi ogw`vx¯ ƒgtTqtXet_’€i£!i_i9oAu_w`ssŸ{‹{q i_ƒÆ£r¯‘tToÆt`ƒ{ƒ&v|qv|’€i ÀŒtTŸg vYtTo‘ogw`vxi~¥´d"egiÀtTŸg vYtTo‘‹tTstThji9q i9s  1 ë.æ 1 Þ. /.

(164) 

(165)   

(166)  ! "# $

(167) 

(168) %#&' )(+*,- ## .0/1 $. ”6K. Tw ¨†qegi-u9“Yt`  i_2 †tTogƒ

(169) » #%4 FAFAFZ ¢¼tTs iŸ{‹{‹w~i_ƒ‘q wj£!iCMIogw‚©ªoƨ³s w`h t ‹{s i9’Ivxw`Ÿg¦i_qv¡y P hKtTqvxw`o«¨­w`s¦v|ogqtTogu_i~¥Hgw`stT“|“Dqegis i_ Ÿ{“|q 1 egw‚©ªoegi9s i‚t]¨³q i9s‚}!©´i {ÉLK 4  F

(170) &¥ˆ‰“|“.v|o{v|qvYtT“ 6 ÃātTs iŒi9qªq wjv|~ogi_ƒ‘ƒ&vxqtTogu_iŒ¨MŸ{ogu9qvxw`og‚¥ mpo¢qegij¨³w`“|“xwP©ªv|o{g} (Å©ªv|“|“SqtTogƒ§¨­w`s U½‚i9s wA“xi9’€i9“´ i9q XwT¨"¨³Ÿ{ogu9qvxw`og 6 Ãā‚}.tTogƒ , A\œ{™ Ë 5 ¤!œ 9 Ë«s i9‹{s i_ i9orq qegijhKtT‹²wT¨qegi Òs i9~vxw`og-Ÿ{ss w`Ÿ{ogƒ{i_ƒ°£r¯qegi ' ,O Ãā‚}.©ªegw~ ij~s i9¯ “xi9’€i9“b’`tT“|Ÿgi_tTs i  i9qªq w qegiŒhji‚tTo‘’~tT“|Ÿgi_  ¥ ! #" c/ 151' 1(+4:+,-\0 ' 5 P22  Ï 4 4 Ï 5M™ Ì Ð\œ&š‚œ oc.v|g¥A–«©´i=egwP© qegiKhjw`qvxw`o¾wT¨qegi ' O Ãā wT¨¨³Ÿ{ogu9qvxw`og 6 Ãāqe{s w`Ÿ{~e¾ G¶¦¹ »­€¼U} vz¥Äi~¥‹tTstThji9q i9s   tTogƒ tTs ii9qq w$½‚i9s wj¨­w`s1tT“|“ #Çv|o¾»­~k€¼U¥d"e{vx1i9’€w`“|Ÿ{qvxw`o§s i  i_u9q 1qegi v|o

(171) g Ÿgi9ogu_i±wT¨1“xi9o{~qeŁegw`" sq i9o{v|o{q i9sh  G  ƒ{iU gogi_ƒv|o »¬” €¼U¥¤®¢iµet_’€i=v|o{v|qvYtT“|v|½‚i_ƒÅqe{s i_i. . 9u v|s u9Ÿ{“YtTsjtTogƒ²w‚’€i9s“YtT‹{‹{v|o{¢v|~ogi_ƒ²ƒ&vxqtTogu_i$¨³Ÿ{ogu9qvxw`og‚¥;.v|g¥Æ–Æ‹{s i_i9orq -qegiKhjw`qvxw`o¾wT¨ qegi ' ,OÃā /¦qe{s i_iju9v|s u9“xi_ ©ªv|qe¢v|o{v|qvYtT“|“|¯tThjiXst`ƒ&v|Ÿg‚¥ ®¢iXs i9hKtTsNM§qetTqqegiXi9’€w`“|Ÿ{qvxw`o wT¨Çu9v|s u9Ÿ{“YtTs¦“xi9’€i9“† i9q ‰qe{s w`Ÿ{~eÅ»­ €¼“xi‚t`ƒ{1q w$s i_Ÿ{“|q ¦wT¨ÇtThjiqȯI‹iqetTou9“Yt` vxu‚tT“.hji‚tTo u9Ÿ{s’~tTqŸ{s iXhjw`qvxw`o£@¯Æ“xi9’€i9“ǁi9qŒtT‹{‹{s w€t`ue°ƒ{iU gogi_ƒv|o »¬”‚•€¼ /1qegi ' ,OÃāŒs i9hKtTv|o¤hjwIw`qe u9v|s u9“xi_©ªegw~ iŒst`ƒ&v|v\tTs i ƒ{i_u9s i‚t`v|o{g}tTogƒ±qegi9¯µ gotT“|“|¯±e{sv|!o M±t]¨Mq i9sv|q i9stTqvxw`o L-¨­w`sw`Ÿ{s iUÉ&‹!i9sv|hji9orq‚¥. gs w`h \v|g¥ µq w .v|g¥  &}Fqegi v|o{v|qvYtT“6 ÃātTs iXu9v|s u9Ÿ{“YtTs v|~ogi_ƒƒ&vxqtTogu_iX¨MŸ{ogu9qvxw`og‚}\tTogƒ ©Si ‹{s i_i9orq1£w`qe§i9’€w`“|Ÿ{qvxw`owT¨6 '  OÃāŒtTogƒA©ªetTq1©´i-u‚tT“|“ U‹{et` ii9’€w`“|Ÿ{qvxw`o `}vz¥Äi~¥qegi hjw`qvxw`o¢wT¨´s i9~vxw`ogŒŸ{ss w`Ÿ{ogƒ{i_ƒ§£r¯Æqegi ' ,OÃā‚¥® egi9o§ogw`q1hji9o@qvxw`ogi_ƒ¸}Fqegi-’~tT“|Ÿgi_1wT¨

(172) . tTs iŒi_º@ŸtT“Fq w F

(173) &¥ P. o .v|g¥ ¤tTogK ƒ .v|g¥ &}"©Si‘~v|’€iÆt¢s i_Ÿ{“|qj¨­w`sKqe{s i_iÆu9“Yt`  i_$©ªegw~ i‘£!w`Ÿ{ogƒgtTsvxi_µu_w`o&y  qv|qŸ{q i=t 9dSy|‡¬Ÿ{ogu9qvxw`o `¥¤d"egiµv|o{v|qvYtT“w‚’€i9s“YtT‹{‹{v|o{²tTogƒ°’~t`u9Ÿ{Ÿ{hs i9~vxw`ogjtTs iµ’`tTo{vx e{v|o{ qetTo!M&ªq w qegiŒq i9sh  G  tTogƒ±qegiŒs i9~Ÿ{“YtTsv|qp¯=wT¨DqegiŒ“xi9’€i9“bi9q  6 Ãāvxw`£{qtTv|ogi_ƒ=¨³s w`h G  ¥ ®¢i= i_i$qetTq qegiµv|orq i9s¬¨zt`u_i$£!i9qÈ©Si_i9o u9“Yt` X«tTogƒ²u9“Yt`µ”µvx¨­w`Ÿ{ogƒ¤“YtTq i9s qetToqegi=w`ogi £!i9qÈ©Si_i9oAu9“Yt` ªk tTogƒ±u9“Yt` ¦”~}&£i_u‚tTŸgi1wT¨.qegi¦ƒgtTqt-q i9sh /\qegi¦qstTog v|qvxw`o±’`tT“|Ÿgi1£!i9qÈ©´i_i9o u9“Yt`jk² »  <4  F

(174) €¼ tTogƒ¾u9“Yt` ±”¢»   4 F

(175) €¼-vx e{v|~egi9sXqetTo¾qegi±w`ogi=£!i9qÈ©´i_i9o u9“Yt` j P »  ) 4 F

(176) €¼tTogƒ‘u9“Yt` ”~¥ ®¢i-iUÉ&‹w~ iw` o .v|gC¥ K$tTog; ƒ .v|g¥ Ljs i_Ÿ{“|q ‰¨­w`s‰qe{s i_i u9“Yt` i_‰wT¨´ƒ&v¡·¸i9s i9orqŒetT‹!itTogƒ§ƒ&v¡¨My ¨­i9s i9orqu9Ÿ{s’`tTqŸ{s i~¥X®¢iKu egwIw~ ijt±hKtT“|“†’~tT“|Ÿgi ¨­w`sŒqegi Ãā¦v|o¤w`s ƒ{i9sq w=s i9qsvxi9’€iKqegi ogw`o  hjw@w`qe±£!w`Ÿ{ogƒgtTs¯±wT¨.qegiu9“Yt`k w`£&‡¬i_u9q‰w`o±qegiŒsv|~erq/ etTogƒ{ vxƒ{i~¥ Š‰i_Ÿ{“|q w` o .v|g¥"•$tTog< ƒ .v|g¥Œ” Xs i9’€i‚tT“\qegi£!i9et_’Ivxw`s1wT¨†qegi hjw@ƒ{i9“\©ªegi9oÆ©Si qtTsq‰©ªv|qe. æ\æ â$U!VUç4ç9è.

(177) ”)L. * I" E  # G    &  $ "N - 

(178) / 

Références

Documents relatifs

Comparisons between SCIAMACHY atmospheric CO2 retrieved using (FSI) WFM-DOAS to ground based FTIR data and the TM3 chemistry transport

Les patients étaient interviewés et évalués en utilisant l’Echelle International d’Evaluation des Troubles démentiels du malade VIH Le score total est égal à 12

Dans une maison, la cuisine est aussi importante que le salon. C'est une pièce dans laquelle on passe beaucoup de temps, puisqu'on y prend les repas. Par conséquent cette pièce

La Cour doit encore vérifier si le législa- teur ordonnanciel, en choisissant le critère de la reconnaissance du culte et de l’établisse- ment local qui gère le temporel du

Otherwise if the N string does not match a function or a procedure in the specified program, then the void value is still returned.. 16.5

d’autres la même nuit. Il ressort de cette enquête que, dans l’optique de dégager les composantes de l’expérience de visite, l’entretien s’avère plus

Based on the novel concept of flow field effect transistor (FFET) device made of polarizable interface (PI) in direct contact with the liquid electrolyte, we integrated