A Characterisation of independence for competing Markov chains with applications to stochastic Petri nets
Texte intégral
(2)
(3) Z [\]\_^ `badc egf Z f hjikfl`!hjikf.
(4)
(5) !". monTp3p D sq r9tYuVr)vGwxwzyg{ |~}G>$" )}P="}"$U W7sGG$G$ 7 )"dE$) *$ }¡7 ¢ . £ ¤g¥ £§¦ £¨¤ª©¬«¦®E¯¢£H©¬E°z± °z² ³± ´ «µ¬«± ´ «± ¤g« ²°z¦ ¤_°;¶ µ¬«·©·³± ¸ ¶ £§¦®¹ °gº ¤g¥ £»³± ¯ ¼ T©¬¥ £§µ¬µ¬½¾3¤ª£H©¬E°z± ¯ ©;° ¯¢©;°¨¤g¥ £ ¯¢©·3¤ µ¬«·©¬¦®;± «·©;¯. $#&%')(*')+,'-.')(0/1#&-32 45 57698&5.:"698&5 5 #;$#=<>/ :)? -.')(0@=+ 5 5 ' 5 #;+A'/ ? -.')(0@B+ 5 C3DEDGF : /1+,' 5H45 %I+ 6 (0/12 5 % JLKMNKPO3Q D3R O D3C ,/3S 8 (0-TU #E')(0S!/V2W(0% X : -3# 6Y5. ( 68 - :"4À¿ KPJ¾
(6) $ Ã Á - : %ÂnTO3OEQ.
(7) , .
(8)
(9)
(10)
(11)
(12) ! !"
(13) #%$ & ')(!'* + -/.01' 2 # 34 56
(14) 7%
(15) 4)8 9:<;=)>@?ACB D E F@G);=)HI?0:<HKJ LNMO9PLRQ S HUTWV0?HXF@Y = :<>QPTZV0:[Y\F@][:<^ _ E`DbacD dfe _hgfifdfgWjkXF@Y = :<>QPTZV0:[Y\F@][:<^PSlHKA HIm\_n ?>@T);KH. o p@qsrutwvUxRr + yz{}|~UR~Is1|[zR)|<zUR <us[P0w{uO~2U 0<6<u|||<2zU0|[{ @s<[{s|sRc{u{}R<I\0w{u0| |[~Uu{}wZs0|[RZ|{~ UU|{ u<zU {|¡0 <z~2Uh~<u|<|RZR¢u[{0 RZ£l <¤0R¥<zUw{U|s¦ §hs0|©¨Z@s<[{ªs|s«¬~<2U0<«<u|[\|[zUR[{U«I0~Us{c~<u|<|[u|s¦. ® ¯R°0±0±²u³´¶µ·¸N¹´¶º0µ »K°³¶²u±µ¼©½1¾³¼©½R´À¿@ÁfÂÄÃÆÅÇ È¶Éª¯²sÊÌËf»ÍËÏξOÐWȶÈÈ<Ñ Ò »ªÁfË@ȶÇÓÊ}µ<Ô¢Ô¢²sÕk¼s´È¶ÖZÁÄÈÂÊ}³¶²w×دRµ±0´¶µ<׸µ<³cÙ<Ú¶´ÛÙÜuÜwÝc´¶²Ç¼¹ Þ0ÙÚ¶´ÛÙÜuÜuÞÑÏ»ªÁfË@ȶÇßÚ´¼s½·RÚÊ}²w³ »K°³¶²u±µ¼©½Áĵ<Ú¶µ¼s³àº+Ë@²u½0Ú²u³´¶á¢°0×/Ê}²w³fȽRÊ}²w³¶× ¼©´¶áà[Ú¼©½· Ǽs´º0µ<× ¼s´¶áà[ÚZ¼©½·\à²u×\±³¶á¢Ú¶µ<ÚZÜhᢽ0Ú´¶á¢´¶°´¶µ<ÚâË@ã!È äbå º0µ1Öfµ´¶º0µ<³Ô¼s½·RÚ[æ<ÛZËfÖWÁ ä È´[¼sÔ¢¹0æ<ÛfçUèÁ åZéêä ¾³¶µ<µà[µæ<Û¾ ÇÎ ä ¾µ³¶× ¼©½R¹ æ۪ȶÖWÁfÈ ä ç³¼©½à[µæÛfȶÖZ»Í¯0Ë ä ÉU²w³¶´°0ëN¼©ÔæÛ0ÁfÂì äíZî æ<Û¯RȶËf¯ ä ¯RÕ@µ·Rµ<½æ<Û¯RÈ¶Ö å »Íçλªì¿ ä ÖIJu³ÕÀ¼¹0æ<Ñ ï.
(16) %
(17)
(18)
(19)
(20) k'
(21) % .
(22) c 4 %
(23) c
(24) & h(!* 1*!
(25) !"
(26) # !
(27) . '%/.0c !
(28)
(29) c #
(30)
(31)
(32) 5
(33) C 34 # #%
(34) c. "!$#&%(')$*+,* -/.0-21 34*+576*98:%<;$$910576,;=%(>,,?A@ #B!DCE!GF<H"@$I<J<F<I<KL8:%<;$$10576,;M%<>,,?B34*NG*PO @$Q:5R* S0UT VXWZY U T <[ \2]Z^`_]badcfeg\ihkj/l]b_\monp\<eg\rqRsDj/_hk\rqPtp_junpav]wqN_y\rx cf\Xhkh
(35) \Xl]p]_bjznp{|\Xx \rqPtPjznp_Zev\rq+_y\rx q}\~^`np u\\X]_baq}]jc P^/q}]amony\rq(tP\Xnp{\2l]$\X ]b_\&\Xx ]w^`pegav\rq<cfj/hkhk\cX^zq|q}t\rx cad^`eu+nplq,avhktpeg\:tp_jc\rqq,nPq u+\2pcfegnPq}agjzl
(36) tPjznp_$eg\$tp_bjcf\rqq,nPq:tp_junyav]u+nply\Mcjzeveg\rcf]bavjzlu\=cP^rvlp\~q7u\=^`_bjr{+. .
(37)
(38) . l ]p\:egav]\2_ ^`]bnp_\:j/lkmnp\Xny\Xavllp\X]7j/_yqavl \rmnpagevavy_avnyh tp_junPcf]isDjz_bh uadq,]_agpnp]bavjzlRqtped^ ^k{ag] ^`e<_bjzev\i ^`lRu h^`l ty_junPc]sDjz_bh mony\Xnp\Xagl lp\X]7j/_yq R^~{\
(39) P\X\Xluadqbcfjr{\X_\~u+pjz_ \Xy^`hktpeg\ ^/cyq}j/lElp\2] | jz_bpq!" ^/cyq}j/l$#&%('*)+ ^`lPu
(40) ]p\Xag_z \2lp\X_ ^revaq^`]bavj/lk]j-,"[|. ly\X]7jz_bpq !": , ^/q}\X]b]/+02143657# '*" ) tyed^4 ^EsDnplPup^rhk\Xl] ^`e_jzeg\Eagl]p\ mnp\Xnp\Xagl lp\X]7 j/_evav]b\X_ ^r]np_b\ l cfjzl]_w^zq,] sDj/_q}]bjcR^zq}]badc4\X]b_aGlp\X] qktp_bjunPcf]ksDj/_h _b\rq}nyev] q q}\X\Xh ]j P\ev\rqbqkcfj/hkhkjzl "8 l aghkh
(41) \ruad^r]\G\Xtped^rlP^`]bavjzlj`s|]y\ uaqcf_b\XtP^`lRc9 \2] | \X\Xlmnp\Xnp\Xagl
(42) lp\X]7 j/_yq"^rlPu\X]b_a lp\X]wqEadqk]R^`]_\rq,jznp_wcf\4q}R^`_agl ^`lPucfjzhktP\X]bav]bavjzl jr{\X_k_b\rq}j/np_ c\rqcX^`lplyjz]P\ hkju\Xeveg\ru :& mony\Xnp\Xagl lp\X]7 j/_yqf ]=^`_\
(43) ]y\rq}\
(44) tp_j/tP\X_]bav\rq)j`sq}]bjcR^zq}]badc
(45) \X]b_a<lp\X]wq ]bP^`] u\rq,]_j; tp_junPcf]"sDj/_h \~monpagevagp_agnph uaq}]_bavpny]avj/lPqf-"8 lagl]b\X_\rq,]aglE \2pcf\2tp]agjzl^r_\ ]bp\
(46) \X]b_aZlp\X] q u\rqbcf_ag \~u avl
(47) A< ^(~= ^`_ ^rlPu
(48) > j/ \2_] ^;=X= a#&?(' l ]bpadq"_b\fsD\X_b\XlPcf\
(49) cfj/lPuag]avj/lPq$^r_\@z av{\2lnplPu\X_ :padc ^\X]b_aGlp\X]
(50) P^zq^ ty_junPc]EsDjz_bh \~monpagevagp_agnph uadq}]b_agpnp]agjzlAB7 A p\rq,\4cfjzlPuav]agjzlPq P^zq,adcX^reveC cfj/hk\ uj;: l]bjavlPu\2t \2lPu\XlPc\
(51) cfjzlPuav]agjzlPq$j/lEDGPF _bavl q,\rmony\XlPcf\rq aglq,npplp\2] qjrs ]p\&\X]b_a:lp\X]2H$8 qE^4cfj/lPq}\rmnp\XlRcf\I: ^redq}ja s cfjzhktP\X]bav]bavjzl jr{\X_ _b\rq}j/np_ cf\~q jcXcnp_ qJ ]bp\rq,\ ^`np]bpjz_wq"jzy] ^`agl4^Etp_bjunPcf]$sDjz_bh uadq,]_agpnp]bavjzl ]"h
(52) nPq,]: \ lyjz]\~u p\X_\ ]bP^`]$]bp\M_b\rq}nyev] q jzp]w^`aglp\ru agl$A< ^;r= ^`_)^rlPu :> jzP\X_b] ^;=X= aK#G?(' ^`_b\M{/^`egaduksDjz_\X]_baAlp\X]wq"cfj/l]w^`aglpavl
(53) evaglp\r^r_LPF _bavl q}\rmnp\XlRcf\rq7jzlye6IP ^rlPu ]P^r]"agl \r^/ctped^/cf\)j`s|]y\MZ\X]_baAlp\X]^`]$hkj q}]:j/lp\M]bjz\XladqG^`evegj;7 \ru ! qb^~sD\=\X]b_a+ly\X]9w) 8 q}\rcjzlPu^rtptp_j ^zc ]jkj/p] ^ravltp_bjunPcf]GsDjz_hqsDj/_)q}]bjcP^/q}]badcMZ\X]_balp\2] q:adqM/ av{\Xl avl7"N \XlRu\X_ q,jzl^`lRu$A ^ evjz_-#PO4' l ]bpadq:_\sD\X_\XlRcf\$]y\ty_junPc] sDj/_h _\rq,npev]wq j/p] ^ravlp\~usDjz_ P^`]wc _jzny]avlQk mnp\Xnp\2avl= lp\X]7 j/_yq(jzy] ^`aglp\rukavl7"N \2lPu\X_wq}jzl^`lPu7A ^ evjz_-# Z' ^`_\)\X]\2lPu\ru ]jZ\X]_baAlp\X] q ]"aq"q,pj;: l ]bP^`]"sDj/_"s ^`ag_eCz \Xly\X_ ^re<q}]w^`]\
(54) u\XtP\XlPu\Xl]PF _aglk tp_bjzP^rpavegav]ag\rq. Ã. ]p\:\~monpagevagp_agnph9uaq}]_bavpny]avj/l j`sN^q,]jc P^zq,]ac:\X]_baplp\X]P^zq<^$tp_junPcf](sDj/_h a s]p\:j/np]tynp] P(^ R!D]p\]jz\2lPq7_\Xeg\r^zq,\ru : ^M]b_ ^rlPq}ag]avj/Sl )iaq:^`lavlytpnp]7R(^ 7! ]y\$]j/\XlPq(ly\X\ru\ru
(55) ]jTFP_b\)^ ]_w^`lPq,av]agjzSl )isDj/_$q,jzhk\jz]y\X_"]b_ ^rlPq}ag]avj/lAU A7padq:adq:^
(56) cfjzlRuav]bavjzlq,avhkaged^`_|]j
(57) evjcX^reAP^`e^`lPc\sDjz_ mony\Xnp\Xagl Mlp\2] |jz_bpJq ppnp]Guj\rq:lpj/]"aghkhE\~uad^r]\XVe c P^r_ ^zc]\X_b6a =X\$aglPu\XtP\XlRu\XlPcf\j`s|q,npplp\X]wqf u X\X_\2lpRj # ï 'uadqbcfnPqbq(]y\"_b\Xed^r]avj/lkP\X] 7\X\2lE]bp\"ty_junPc](sDjz_bh _b\rq}nyev] q W jzlP^r]\Xegeva^`lPR jzp]w^`aglp\ru : Y<A(^ =r^r_:^`lRZu >:jzP\X_b] (^ =[=X\a #G?('R^`lPu NG\XlPu\X_wq}j/l
(58) ^`lPu AZ^ egjz]_ #^O;' _ XaglPcf\ <A(^ =~^`_:^rlPu > j/P\X_]w(^ ==X` a #G?;':ujlpj/]
(59) cfjzlRq}adu\X_
(60) q}]w^`]\u\XtP\XlPu\2lT] FP_bavl _ ^r]\rqMj/lp6e q,] ^r]\avlPu\XtP\XlPu\Xl] FP_agl _ ^r]\rq ^r_\uaqcfnPqbq}\rua 8$qMaq q}p;j :l : W jzlP^r]\Xegeva^`lPb u X\X_\2lpc j # ï '"i]y\ _b\rq}nyev] qMjrs <A(^ =r^r_k^rlPE u >:jzP\X_b] ;^ ==X-a #G?;'GcX^`l P\ ]_w^`lPq,ed^r]\ru avl]j4^lp\X] ev\2{\Xe|cP^r_ ^/cf]\X_b6a =r^r]agjzl a s q}dj . cX^`egev\rfu eL.Davl{/^`_a^`l] @q ! np_w^`] g ^ # ÃX 'hitA %4idjk) ^`_\nPq,\ru]bj4u\rqbcf_ag \]bpZ\ FP_bavl q}\rmnp\XlRcf\rq nPq}\~uBavB l <A(^ =r^r_ ^rlPH u > j/ \2_] ;^ ==Xla #G?' ]kadqq}y(j :l ]R^`]^ q}]jc P^/q}]ac Z\X]_ba$lp\X]kR^zq^ tp_junPcf]7sDjz_bh \~monpagevagp_agnph uadq,]_bavpnp]bavj/$l !m:p\2_\$]bp\$tp_bjunPcf]:sDjz_bh _b\Xtp_\~q}\Xl] q|^Mtp_junRcf] j`sP]b\X_h9q Xjzly\(sDjz_Z\r^/c)tpe^zcf\<j`s]bp\|\X]_balp\XJ] )+a sp\r^/c=hkavlyavh ^`de eL.Davl{/^`_bad^`l]AadqAcevjq,\rSu r]P^r] adq\~^zc Ej/np]tpny](R(^ Maq<^`edq,j ^rlEaglptpnp]<P;^ p A7paq(avh hE\ruad^`]b\XVe $\rq,] ^`yevadq,p\rqi]y\"\rmnpag{z^rev\XlRcf\ P\X] 7\X\Xl]bp\ cfj/lPuag]avj/lPq:nPq}\ruavnl <A(^ =r^r_)^`lP7u > j/P\X_]w(^ ==XKa #G?;'i^rlP u NG\XlPu\X_wq}j/l^`lR$u A^ evjz_ #^O;' 7 o"j/]I\ Zp;j 7\X{\X[_ A]P^r]M]y\ktp_junPcf]sDj/_h _\rq,npev]wq$jzp]w^`avly\ruavl4]p\rq,\k] 7j_\sD\X_\XlRcf\rq ^`_b\$lpjz]:jrsi]bp\)qb^`hk\G] tP\ Rl N"\2lPu\X_wq}jzl^`lPRu AZp^ evj/-_ #^Od'Aq}n qcfag\Xl]7cjzlPuag]agjzlPq|^`_2\ /av{\Xl sDjz_^tp_bjunPcf]7sDj/_h \rmonyavevagp_agnph uadq,]_bavpnp]bavj/lkj`sZ]bp\"sDjz_bh sDj/nplPu sDj/_:mnp\Xnp\2avl =lp\X] 7j/_y9q :p\X_b\r^zq)avf l <A(^ =r^r_
(61) ^`lPa u >:jzP\X_b] ;^ ==X]a #G?;':^ FR_ q}] q}]b\Xtadq$h^/u\
(62) avl4]p\c P^r_ ^zc]\X_b6a =r^r]avj/l jrs avlPu\XtP\XlPu\XlRcf\MP\X] 7\2\Xl4\X]b_aZlp\X] q$]bP^`]=cfj/hktP\X]\=j`{\2_$_\rq,jznp_wcf\rqr A7p\X_b\fsDjz_bI\ Z^`ev]bpjzQn z ]p\)tp_bjunPcf]GsDjz_hq"^rlPu ]bp\MnplRu\X_Ce agl cfjzlPuav]agjzlPq:avl]p\~q}\)_\fsD\2_\XlPc\rq:^`_b\ q}aghkave^`[_ ]y\ adu\~^zq7]j j/p] ^ravl]p\)tp_bjunPcf]:sDjz_bh _\rq,npev]wq:^`_b\Muta s\X_\2l]2 O.
(63) A7y\(ty_\rq,\Xl]tP^`tP\X_^`aghq ]bjM/\Xlp\X_w^`ega6=X\Z]p\<_b\rq}npeg] q+j/p] ^ravlp\ru2<A^;=r^`_^`lPu-> j/P\X_]w^(==Xa #G?'P]j \X]_baPlp\X] q<cfj/lPq}aq}]bavl= j`s^`_bpav]b_ ^r_
(64) q}nyplp\X]wq(a sN^`l D avlPu\XtP\XlPu\XlRcf\GcfjzlRuav]bavjzl q,avhkaged^r_ ]j]p\ cfjzlRuav]bavjzlfz av{\2l aglgA< ^(r= ^r_ ^rlPug> j/ \2_] ^;=X= a]#G?;:' ^rlPu W j/lP^`]b\Xevega7^rlPuEX \X_b\Xlpjg# ï '<adq q^r]adq"PF \ru+ hktpR^zq}aq : ageve7lyjz] P\jzl \rmnpavegavp_bavnph uadq,]_agpnp]bavjzlRq]R^`]
(65) ^`_b\^ tp_junRcf]Ejrs ]\X_bhq9< jzly\ sDjz_ \r^zc Btpe^zcf\7 pnp]
(66) jzl0\rmnpagevavy_avnyh uaq}]b_avynp]agjzlPq ]P^r]^`_b\4^ ty_junPc] jrs ]\X_bhq9p j/lp\MsDjz_\r^zc q,npplp\X][A ^zqG]paq$cR^`_ ^/cf]\2_a62= \rq7avlPu\XtP\XlPu\XlRcf\Mjrs7]bp\
(67) q}nyplp\X]wqf2$8 qG^ cfjzlRq}\rmnp\XlPc\I:/ \Xlp\X_w^`eq}] ^r]\. u\XtP\XlRu\Xl]Gq}\X_b{acf\=^`lPu_jzny]avlQE aq aglPcfevnRu\ru+ lPu\XtP\XlPu\XlPcf\ j`s ]p\:tpe^zcf\~q(^/q<cP^r_ ^/cf]\X_ba6X= \~u ]p\:tp_bjunPcf]<sDjz_bhqjzy] ^`aglp\ru avl@A< ^;r= ^`_^`lPu@> j/P\X_]w^(=X= a #G?< ' ^rlPu W jzlR^`]\2eveva^`lRuX \X_\2lpj
(68) # ï i' h^p \=jzp]w^`aglp\ru^zq)^rl4^zupuag]agjzlP^re_b\rq}npeg] sDj/_)q}tP\rcad^`e cyjzadc\rq"j`s]y\kq,npplp\X]wqf$8 qadq=q}pj;: l avlq}\2{\X_ ^re(\2p^rhktpev\~q9A ]p\
(69) _\~q}npeg] qj/p] ^ravlp\~u p\X_b\ z\Xly\X_ ^revadq,\"]bp\$_b\rq}npeg] qijzy] ^`aglp\rukavlA< ^(r= ^r_G^`lPu: > jzP\X_b] ^;=X= a#&?(' ]jMaglPcfegnPu\\X]_baPlp\X] q: av]b hEnyev]agtpev\:]bjz\XlRq7avlktpe^zcf\~q9P ^`lRu lpj/l. egavlp\~^`_PF _bavl
(70) q,\rmony\XlPcf\rq 7A y\sD_w^`hk\[7 jz_b nRq}\ruavl]paqMtP^`tP\X_
(71) adqM]bP^`] jrs=^cfjzegev\rc]avj/lj`s ^`_bjr{ cR^`avlRqf p jz_M]bpadq=cfjzegev\rc]avj/l ]bp\ktp_bjunPcf]
(72) tp_bjcf\rqqMaqagl]b_junPc\ru ev\X]( (
(73) i P\ ]p\ q}]w^`]b\ q,tP^zc\rq_b\rq}tAZ]_w^`lPq,av]agjzl _ ^r]\rq)j`s]p\^`_jr{4c P^`aglPqagl]y\cfjzegev\rc]avj/l A ]p\2l aq]y\Gq}] ^r]\q}tP^/cf\:j`s]bp\"ty_junPc]itp_jc\rqqJp ^`lRuM]p\:]b_ ^`lRq}av]bavj/lE_w^`]\~q jrs ]p\)tp_bjunPcf]:ty_jcf\rqbq agluavhk\2lPq}agjzl ^`_b\2z av{\2l ! X ]:adq:^/qq}nyhk\ruEagl ]bpadq(sD_w^`hk\[7 jz_b ]P^r] avl \r^/c]b_ ^rlPq}ag]avj/lBjrs$]bp\tp_junRcf]Ety_jcf\rqbq ]bp\q}]w^`]\aglj/lp\uavh \XlPq}agjzl c P^rlz \rq jzlpeCIp ]R^`]Gadq:avl \~^zc ]b_ ^rlPq}ag]avj/l jrs<]p\=tp_junPcf]$tp_bjcf\rqbq j/lp\Mjrs7]bp\)nplPu\2_e6 avlQk ^r_jr{ cR^`avlRqc P^rlz \rq$ag] q)q}]w^`]\ jzlpeC [<j/hktP\X]ag]avj/ljr{\X_$_\~q}jzny_ cf\rq=cX^`l4]y\Xl P\kh ju\Xeveg\ru ^/q \XycfevnPq,avj/l j`s^tR^`_]:jrsZ]p\q}]w^`]b\)q}tP^/cf\U q^
(74) ]p\$ty_junPc]7tp_bjcf\rqq|cX^`lylpjz]:\Xl]\2_ "$#%7 7A p\ aglPu\XtP\XlRu\XlPcf\cfj/lPuag]avj/lE/ nP^`_w^`l]\X\Xagl tp_bjunPcf] sDjz_bh _bjzn/ pe6 q}]w^`]b\rqE]R^`]'& ( *0 ) / / < : =! < : < : < : .) >@?A) / , ; / <C: BED B >\11 8 / <: FD "G>H?A) / , / +,.-/1032 0 +,.-2 ./ 445&647&*894J0"140; :<CF I< : K/ J 2 / + 0 ( -1,2-1LM+N- 8 O/ 8:P 0 < : RQ &m5 /[5 5 <: FT I S < : >P<C: B U<: FB >WV X S ZY7[0 ) =/ 8]\ 1 ,_^`-1ab2 )Q11 &*8 11 8N8 0 )Q11 8Zcb / &6*0 44J0h140 / 5 dGlPu\X_$]bpadq)cfj/lPuag]avj/l ]bp\ tp_bjunPcf]=tp_jcf\~qq$P^zq=^ktp_junRcf] sDjz_b2 h \rm- npaveg2 avp_bavnph uadq,]_agpnp]bavjzl^r]Gfeg" z ag{\Xlk. Ã. l h =! < : )i kj h ; !< : p ) . mn. :p\X_b\ h . a q7]p\)\rmnpagevavy_avnyh uadq,]_agpnp]bavjzljrs|^`_bj`{ c P^`aglo ^r]$q,] ^`]b\ q,tP^zcf\ P^`lPufj adq:^Mlpj/_h^revaq}avlQ cfj/lPq}]w^`l]$u\2]\X_bhkavlp\~u k]y\\2p^/cf](sDj/_h jrsp"M X \rcf]agjzl ï u\~qcf_bavP\rq7]y\Mhkju\2e"P^`lRu X\rc]avj/l zag{\rq:q}\X{\2_ ^`eA\2p^rhktpev\~q(j`s|\Xycfegn. q}agjzlq~cfjzhktP\X]bav]bavjzl hk\rc P^`lpaq}h qi]P^r]$cX^rl \)hkju\Xeveg\ruEavl]bp\$sD_ ^`h \7j/_ j`s ]paq7tP^`tP\X_2 r. ¶. 'st. <[ jzlPq,adu\2_)^cfjzegev\rcf]bavj/lj`s q,] ^`yev\IA_\[znpe^`_Zcfj/l]bavlnpjznRq .D]avh \M^r_jr{c P^ravlPqJNe^`P\Xegev\ru u ÃO :^r] FRlpav]b\ j/_kcjznpl] ^rpev\q}]w^`]b\q}tR^zcf\rqb;M u à E<+\2]o< : D ^`lPuu\Xlpj/]\)]y\M]_w^`lPq,av]bavjzl_ ^r]\rq:j`s|^r_jr{c P^`aglT EfM !v;!< : < : F ) < : < : F D ) 8$qq,nphk\Z]P^r]A\r^zc =^`_bj`{c P^`agl$adq+ag__\~unPcfagpev\^`w] i^rlPutPj qq}\~qq}\~q^7nplyadmnp\i\rmnpavegavp_bavnph uadq,]_bavpnp]bavj/l h x ! h ;!=< : () < : D ())^ry] 4 à i]P^r]Maq h Eadq)]p\ nplpadmnp\ q}j/evnp]bavjzl]bjE]bp2\ zevj/P^`eAR^`ed^rlPcf\)\rmnP^`]bavj/lPqsDj/_G^`_bj`{cP^ravTl ^`;] Z z h ; !=< : ) (!< : < : F )E h ; !=< : F )(!< : F < : ;); % | { }~= ~. %. < : D .
(75) \ :avegelpj; avhktPjq,\7tP^rav_ .m:aq}\:_\2ed^`]bavj/lPqjzl ]bp\G^`_bjr{Mc P^ravlPq :yadc ^`egevj; nPqi]j$h ju\Xe U {/^`_agjznPq7]tP\rq7j`s|cjzhktP\X]bav]agjzl^rlPuk]j sDjz_bh^`ege6 avl]_bjunPcf\)_b\rq}j/np_ cf\~qf U
(76)
(77) Y <U !" #%$'&("*),+.-/+10("2435"#7698;:=<9"=)?>A@ CB1D " # "; B BwV D $ B &("E)F35" #G:=HJILKC#7K() DMDON "2> D K?3A-QPR"S3" #Q3T3UKV>W@X#@;)?#*Y S "; B # =B )=+Z0\[ B ] "; B B u Z 6^.)=<7_V:`P>W@;)=-/+ K35"53*<a"U3:KR<,>a" VWB -/H9#@;"b^.)=<c_V:RP'>A@;),-M+- 39-M+d)F3a#W)#W" < : D "; B 6e^.)=<c_V:`Pf>W@;),-M+ ),+10 `g >U:=I*hi" #W"L:`PR"<T<U"U35:?KR<=>a" V -/H < : Wj < : Qk y< : Aj D ";Wj B < : Qk D ";Qk B G Yl6" #m B # Z _ &("n#
(78) @;"o^.)=<c_V:`Pp>W@;)=-/+ 3q# @)#q>U:=I*hi" #W"q:`PR"< <a"U3:KR<,>a" V%r -Q#
(79) @4^.)=<7_V:`PT>W@;),-M+ 6 . Ã. Ã. U. ZW. UVXVxy1@"n^.),<7_V:`PT>W@;)=-/+L)#o3a#W)#W"J3zhZ)>a".
(80) csut 1v wRSitx 1w. l . mn. Ã. ! ). r -Q#
(81) @.#
(82) <a),+ 3A-{#-:,+!<a)#W"U3. :!< : < : F ) z (!< : < : F ) l !< : ) !=< : | < : F ) ! -MH V < : | D " | B #@;"+ D S m | B ) | Kmn m| 7} U| mn~ | | n r @;"<U" < : !=< : < : )7Bb< : F !< : F < : F )7B - 3E>a) DMD "0#@;"!h <a:l0CKV>=#h<a:l>a"U3c3:,HT#@" >a: D/D " >,#-:,+ :,H^.)=<c_V:`P*>W@;)=-/+ 3 Z >a:,I*hi" #-/+(T:`PR"<%<U"U35:?KR<=>a"53%$6. Ã. S UYfCtxM7otxCV=
(83) \t (rUVx A7p\ ]b_ ^`lRq}av]bavj/lB_ ^r]\rqMjrs)]y\ ty_junPc]ktp_jc\rqq
(84) ^`_b\ q}nPc k]bP^`]Gavl\r^/ck]b_ ^rlPq}ag]avj/l \Xy^zc]e6
(85) jzly\b< : cX^`lc P^`l/\A7paq7adq(sDnp_b]p\X_:agevegnPq}]b_ ^`]b\ruEagl ]p\=\Xy^`hktpeg\) \2evj;)TA7y\
(86) cfj\9qcfav\Xl] q | !< : | ) 1 Ã A^`_b\
(87) ^zupu\ru sDjz_)h^r]p\Xh^`] . adcX^re /\Xlp\X_w^`egav] 2 A7p\ 7:avegelpj/]=^`tptP\r^r_agl]p\ \~monpagevagp_agnph uaq}]_bavpny]avj/lj`s|]y\ tp_junRcf] tp_jc\rqJq p^`lRukcX^`l \ q}\X\Xl^zq7^rl^zupuag]agjzlP^reAcfj/hktP\X]ag]avj/l hk\rc P^`lyadq}h&SA7p\~q}\)cfj\Jqcfag\Xl] q :avege+lpj/]: \)sDnp_]bp\X_:agevevnRq}]_w^`]b\ruEavl]bp\)tP^`tP\X_2 Pq,\X_{\ ]bP^`])sDjz_ Ã @7\
(88) P^X{\ " . l ]bpadq S Uf cX^zq,\Y ]Cptx\M^`_b7jro{ txc iR
(89) ^`VavlRq wp^`VX_\VU .aglP u\XtP\XlPu\Xl]2gA7padq
(90) $ cX^rl aghkhk\ruav^r]\XeC P\q,\X\XlsD_j/h ]y\ u9\ FPlyav]agjzl&q}avlRcf\ \Xav]bp\X_ < : Wj < : zk H< : Wj D " Wjv < : Qk D " QkK b Y sDjz_ q}jzh \ tP^`agr_ ! g ) jz_ < : Wj < : Qkb
(91) < : Wj D ";W jv < : Qk D ";Qk S Y sDjz_ ^`egMe ! `g9) l4]pr\ FP_wq}] c2^zq}!\ Y ^`lPuk ]bp\$tp_bjunPcf]Gtp_jc\rqq7aq7lpjz]GuJ\ FPlp\r;u avlk]bp\=q}\rcjzlPucX^/q}\=^`egeA^`_bjr{kc P^`aglPq(j/tP\X_ ^r]\ :av]bpjznp]:ag(l Pnp\2lPcf\$jrs<]p\)j/]p\X_wqf ANjp\Xevt agl]bnpav]bavj/l cfj/lPq}au\X_i]bp\:tp_junPcf]<tp_jc\rqqsDjz_ p ^cfjzegY ev\rcfi]b av U j/l j`s ï cu^` _ijrtx{& 1cwPU^rVXavVXlPUqxV l]bpadq)cX^/q}I\ Aeg\X] $ ÃZ ï Iw " [ " Wg w g "ng [ "ngWg+<^`lPu ^zqq,nphk\
(92) ]P^r] ]p\^`_jr{cR^`avlRqMcfj/hktP\X ]\
(93) jr{\X_M_b\rq}j/np_ cf\ ï i]R^`] adq=^ q}]w^`]!\ < : !=< : < : g+)+:p\X_bx\ < : D ";WgJ< : g D "ngWg:cX^rlplpj/]"jcXcnp_XU A7p\Mty_junPc]"tp_bjcf\rqbq P^/q q}]w^`]\=q,tP^zcf\ ^`lPuk]b_ ^`lRq}av]bavj/l _ ^r]\rq. ] ;Tg . :!< : < : F ) %J!=< : < : F ) !< : g
(94) < : Fg D "ng )1R=g9!< : g < : Fg ) !< :
(95) < : F D "; ) . i.
(96) "7Ag. "; "ng. " gWg. Ã. a6/np_\ LX]w^`]b\Mq,tP^zc\. Ds j/_"]|j
(97) cfjzhktP\X]bavl ^`_bj`{ c P^`aglPq Pq}\X_b{\7]bP^`]<]y\rq}\:]b_ ^`lRq}av]bavj/lE_w^`]\~q aghktpeC$]P^r]<avl \r^/c ]b_ ^`lRq}av]bavj/lEj/lpe6=jzlp\:tp_bjcf\rqbq7cX^rl c R^`l/\:av] qq}] ^r]\I ^`lPu ]P^r]<tp_jcf\~qq à adqq}]j/tptP\rru :p\Xl
(98) tp_jcf\~qq ï adqZnPq}agl )_\rq,jznp_wcf\ ï ^rlPu {acf\Z{\X_ qb^A7yadq+adq+aglPuacX^`]b\ru"avl-aCznp_b\ Ã d:p\X_\]p\<evaglp\rq+aglPuadc2^`]\]p\|uag_\rcf]bavj/l$av2l :pac ]_w^`lPq,av]agjzlPq|cX^`ljcXcnp_X8"l avhktPjz_b] ^rl]|cfj/lPq}\rmnp\XlRcf\"jrsi]bpadq|q}]bjztptpagl hk\rc P^rlpadq,h adq<]P^r] ]p\tp_junRcf]"ty_jcf\rqbq:cX^`lylpjz]G\Xl]\X_<]y\_b\ zagjzfl ";Wg5 "ngWg7j`s]p\ q}] ^r]\=q}tR^zcf\U A7p\X_b\fsDjz_bI\ avl=]p\Gu\JFPlpav]bavj/l j`s]p\:ty_junPc](ty_jcf\rqbq ! Ã )cX^`l P\:_\2tped^/cf\ru y] g e"7Ag "ngWg jz_:agl /\Xlp\X_w^`e !ï ). l
(99) e l l l ; " f" B Kmn .Nm B ] ~ B. . A7p\(sDj/eveg(j :agl G]p\Xj/_\XB h zav{\~qN]bp\7\rmnpagevavy_avnyh uaq}]b_avynp]agjzl)j`s]y\7tp_bjunPcf]ity_jcf\rqbqf\o"jz]b\ ]P^r]7]bpadq7\rmnpagevavy_avnyhLuaq}]_bavpny]avj/lkadq|u\9FPly\rukjzlT^zqzag{\Xlkagl$! ï ) U8 ]<]y\j/]p\2_:q}]w^`]b\rq j` s 4^/q7uJ\ FPlp\ruEag l ! Ã )\7\$j/p] ^ravlEsD_bjzhL]y\$\XycfevnPq,avj/l hk\rc P^`lpaq}h avl
(100) ]p\$]b_ ^rlPq}ag]avj/lk_ ^r]\rq ]P^r] h !=< : )i k Z( U trUY 7sJt 1viW wR
(101) W t`Y viDaV t Z1W y1@;"Th <U:l0VKV>=#ph <U:l>a"U373L:,H*#
(102) @;"F>a: DMD ">. Ã. #-
(103) :=+E:=H^.)=<c_V:RPS>A@;),-M+ 3 Z >a:=IGh"#-M+lT:`PR"<%<a"535:K`<=>a"U3%$9@;)3 "lKR- D -W& <7-QK`I #-
(104) :=+ h )# )3u0(" V+;" 09-M+%-QPR"+F& N. l h =! < : )w %j h ; !< : p ) . mn. r @;"<U" j. 0R- 3U#<7-z&(K. <: D T. - 3)p+:=<7I4) D - 3A-/+(!>a:,+ 3a#W)=+# B 0("#A"<cIT-M+;"0T& N #@"u"2)?>=#HQ:,<7I. :=H 6. ]
(105) adqkq,n:qcav\Xl]E]bj q}pj; ]P^r] h q^r]adq"FP\rqk]y\$zevj/P^`eP^`e^`lPcf\4\rmnP^`]bavj/lPqk^`]f7 lPq}\X_b]agjzlkjrs h agl]bjrz egjzP^reAP^`e^`lPcf\2/av{\rqO sJtx 1 . z. | { } . h !=< : )!=< : < : F )E h !=< : F ):!< : F < : ) .
(106) z l. (!< : < : F ) !: ) !=: h !=< : ) | < | < | . n m n m 7 } n m V |{ } | |U~ z l h !< : ) (!< : F < : p ) !< : F ) !< : F | Kmn m| n7} |Umn~ | | z z h ;!< : )!< : < : F )E h ;!=< : F ) (!< : F . mn { }~ ~ | l fj !< : ) h !< : ) ! HVw< : m| n7 } |Umn~ | | | | z. ]y\Xl. DS m | B ). Da s. ]p\XlT. D S m | B ) . < : | ) ! @V < : F D " | B |. . < : p)_. Da s. as. < : F ) ! HVw< : | D " | B |. . F| D " | B. ]p\2l. DS m | B ). :p\X_b\]bp\Me^zq,]"\rmnP^revav]
(107) adq:jzp]w^`aglp\rusD_bjzh zegjzP^reR^`ed^rlPcf\)sDjz_G\r^zc ^r_jr{c P^`agl _ ^r]\XeC . q,\XtP^;. . A7p\)\Xtped^rlP^`]bavjzljrsi]bp\=^`Pjr{\M_\~q}npeg]7adq7]bP^`]:sDjz_^`ege
(108) <T : D 4sDjz_FP\~u{/^revnp\)j`s7< : | S tp_jc\rqq;
(109) adq7\Xag]p\X_G^revegj(| \ruE]bjEj/t \2_ ^`]b\ ^/q a siag]: ^zq7aglPu\XtP\XlRu\Xl]:j`s<]bp\)jz]y\X_:tp_jc\rqq,\rq ! agl ]bpadqGcX^/q}\ D! a spV
(110) <C: F D " | B ]bp\Xl D S m | B
(111) ) ) + jz_Gtp_bjcf\rqqP kadqGcfj/hktpev\2]\XeC
(112) q}]j/tptP\ru ! agl]paqc2^zq}\ ! a sgV;
(113) <: | F| D " | B ]p\Xl D S m | B P ) I ) l4Pjz] cX^zq,\rq$tp_jcf\~qq qb^`]badq RF \rq av]wq`/ evj/P^`e:P^red^rlPcf\
(114) \rmonR^`]agjzlPqJ< q}aglPcf\
(115) ]paqadq)]_bnp\: p\Xltp_jcf\~qq9 &jztP\X_ ^r]\rqMj/l av] q$j;: l ! .! V
(116) ) ) + ^rlPu av]Gadq:]_bav{ad^reve6
(117) ]_bnp\Ma s<tp_bjcf\rqq; adqGq}]bjztptP\ru $ 8 qG^EcjzlPq,\rmony\XlPcf\Ip ]bp\M\2:. cfevnRq}avj/lEty_avlRcfavtpeg\"aglPcfj/_tPjz_w^`]\~uEavlk]bp\$]b_ ^`lRq}av]bavj/lk_ ^r]\rq7jrsZ]p\$ty_junPc]:tp_jcf\~qq7P^/q}adc2^`eveC cfjzh \rq7uj;: l]j ^ _b\ru\9PF lyav]agjzlj`s ]p\=tp_junRcf]"ty_jcf\rqbq$q}nRc]R^`]G]p\ ^`_jr{c P^ravlPq7agl ]p\=cfj/eveg\rcf]agjzl
(118) jztP\X_w^`]\ ^zq:a s]p\[k ^r_\MaglPu\XtP\XlRu\Xl]X. Ã. Ã. p Y U U X V X V U. w
(119) +WZU(v A7y\\rmnpavegavp_bavnph uadq,]_agpnp]bavjzlj`s
(120) ]y\ V ^`_bj`{ c P ^`agl ^r]Gq}]w^`]\ q}tP^/cf\)avlPuadcX^r]\rukavla6/np_\ Ã adq i cu itx 1w. A7padq:c2^`lavhkh z. h !< : ) %j h !< : < : g9)w j h J!=< : 9) h g9!< : g9) . : D <T. \ruag^`]b\Xe6= \){\X_batFP\~uE: avlPq,\X_]bavjzlagl]bjrzevj/P^`eAR^`ed^rlPcf\1. h ! < : )!=< : < : F )E h =! < : F ):!< : F < : ). | { } z. h 9!< : j| { } j z. h g9!< : k| { } k z. h 9 !< : j| { } j z h k| { } k . 9) 9!< : < : F )E h !=< : F )9!< : F < : _) h 9g !< : g9). as. < : D ";WgMf"ng T. g9),g9!< : g < : Fg )E h g !=< : Fg ) =g9!< : Fg < : g )_ h 9 !< : 9). as. < : D ";Mf"ngWg T. 9) 9!< : < : F )E h !=< : F )9!< : F < : _) h 9g !< : g9) gJ!=< : g9)=gJ!=< : g < : Fg E ) h g9!< : Fg ) ,g9!< : Fg < : g9)_ h J!=< : 9). l\r^zc . as. : D "7 M "ng <T. Xc ^/q}\RzegjzP^re:P^`e^`lPc\kadq qb^`]aq FP\~uq}aglPcf\k]bp\tp_jcf\~qq}\~qMavl]bp\cfjzegev\rcf]bavj/lqb^`]aq s* zegjzP^reAP^`e^`lPcf\=^r]"]bp\Xav_|_\rq,tP\rcf]ag{\)q}]w^`]b\Mq,tP^zc\rqf j.
(121) sN^`_jr{. c P^ravl!
(122) q^r]aq FP\rq<evjcX^rePP^`e^`lPcf\:av]bk_\~q}tP\rcf]<]j=q,jzhk\q}npRq}\X]|j`sA]b_ ^rlPq}aC. ]agjzlPq<]p\$_b\rq}nyev]7jrsA7y\Xjz_b\Xh ï i=cX^`lP\)q}]b_\XlQz]y\Xlp\ruE]bj avlPcjz_tPj/_ ^`]b\)]paq sDjz_bh jrsiegjcX^`e P^`e^`lPc\ AAj]yadq\2lPuS<^zqbq}nph \E]bP^`] ]bp\k]_w^`lPq,av]bavjzl_ ^`]b\rqsDjz_ ^`_bj`{4c P^ravl 4c2^`l P\ q}\XtR^`_ ^r]\ru4avl]j7 tP^r_]w9q ied^rP\Xeveg\r.u ÃZ 7z pj/x_ < : < : F D 4iuJ\ FPlp\k]b_ ^`lRq}av]bavj/l _ ^r]\rqg | !< : < : F ) V ÃZ ;)q}nRc]R^`] ~ !=< : < : F ) z | !=< : < : F ) ! ) m| n \=qbp^ ]P^r]$^r_jr{kc P^ravTl
(123) adq7evjc2^`evCe kP^red^`lRcf\ru :av]b _b\rq}tP\rc]:]j
(124) ]p\=q}\2tP^`_w^`]agjzfl ! )<a s ]p\)\rmnpagevavy_avnyhLuaq}]_bavpny]avj/l h q^`]bad"q FP\rq h ;!< : p) | !=< : < : F )E h ;!=< : F ) | !< : F < : ) y G ÃZ O ; z | { }~ ~. P q}\X_b{\$]R^`]G]paq7_\runRcf\rq7]j q}]w^`lPuy^`_ uevjcX^reAP^`e^`lPc\Ma s\7\ cfjzlPq,adu\2_ ^/cyq}j/l ly\X]7jz_bpq !"^/cyq}j/la#&%('*) Pq,\X_{\]P^r]]bp\<tp_jcf\~qq :av]=]_w^`lPq,av]agjzl)_ ^r]\rqE | adqA^G^`_jr{)c P^ravl)jzl=av] q+j;:lA A7padq)^r_jr{c P^`ag l :ageveiP\
(125) ed^r \2evev\~ua! 4)w lcjzl]_ ^/q}]-:av]4]y\kq,\X]]bavlj`sLA7p\Xj/_\Xh ï i:S|\ lp;j P^X{\
(126) q}\2{\X_ ^rei^r_jr{c P^`aglPq"j/t \2_ ^`]bavl j/l ]bp\
(127) q^rhk\
(128) q}]w^`]\
(129) q,tP^zc\ \
(130) uj lpjz]=_\rmnpag_I\ Ap;j 7\2{\X_ A]R^`] \r^/c4j`sG]bp\rq}\^`_jr{4c P^`aglPqnRq}\rq)]p\ :yjzev\q}] ^r]\q,tP^zc\ ! csb y^`hktpeg\ )
(131) 8"lP^rev4j /jznPq ]j W 9\ FPlpag]avj/l ï Ã 7\c2^`l lp;j Lavl]_bjunPcf\cjzhktP\X]bav]agjzl jr{\X_i]y\$_\rq,jznp_wcf\rq $ \2] |\X\Xl
(132) ]p\G]nPq<jzp]w^`avly\rukcfj/evev\~cf]agjzl cfjzlPq,adq,]avQl Mj`s 7Z
(133) M ^`_bj`{
(134) c P^ravlPq A7padq:j cfj/hktP\X]ag]agk jz@l :aveveP\)q}nPc ]P^r]G^`_bj`{ c P^`aglPq(j/l ]bp\=q^rhk\)q}]w^`]b\ q}tP^/cfg \ ! \ G p|c P^`agu l | ^rlP% u | )
(135) c2^`lplpj/]cfjzhktP\X]b\j`{\2_E_b\rq}j/np_ cf\~qf A7padqEaqElP^r]np_w^`"e q}aglPcf\q}nPc ^ cfjzhktP\X]bav]bavjz@l 7j/npedu
(136) avhktpCe M]bP^`]G^r_jr{kc P^ravl cfj/hktP\X]\rq :ag]kag] q}\2e sZjr{\X_ _\rq,jznp_wcf\rq A7p\X_\sDjz_\)ag]7adq:q,:n qcfav\Xl]7]bjEagl]b_junRcf\=cfjzhktP\X]bav]bavjzl
(137) P\X] 7\X\2l ^r_jr{ cP^ravlPq jzl uVa s\X_\Xl]q,] ^`]b\4q}tP^/cf\rq 8"lP^rev4j /jznPq]j W 9\ FPlpag]avj/l ï Ã sDj/_\r^zc ! ) :ev\X!] " 5} | } B P\khEny]nP^rev6e \2pcfegnPq}ag{\
(138) q}\X]wq q}nPc ]bP^`] " 5} | } B # 4<^rlPu q}nPc ]bP^`] [ B ] " } | } B # ! j/Pq}\X_b{\ ]P^r]=^`_jr{&cP^ravc l ! )Gaq lyjz])_\rmnpag_\ru ]bj nRq}\
(139) ]p@\ :pjzeg\kq,] ^r]\ q}tP^/cfx\ )+ ~ ^`lPu [ | mn [ B ] " 5} | } B r pnp_b]p\X_bhkjz_bI\ +eg\X] m 5} | } B # ! 4) i à ÃZ ;Z:P\:]p\G^r_jr{ c P^`aglPq]bP^`]|cfj/hktP\X]U\ :av]
(140) ^r_jr{=cR^`avRl ! 4)Zjr{\X__b\rq}j/np_ c\ V +]bP^`])adJq +a ] s ! F F ) D m } | } B ]bp\Xl < : D " } | } B < : } D " } } | } } B Y Y A7p\MsDjzegev;j :avl ]p\2jz_\2h aq)Z^ z\Xly\X_ ^revadqb^`]bavjzl4j`Ls A7p\Xj/_\Xh ï ik]bjkavlPcjz_tPj/_ ^`]b\EegjcX^`e<P^red^rlPcf\- o"jz]b\ ]P^r] ]p\^/qq}nyhktp]agjzl j`s)egjcX^`eGP^`e^`lPc\ adq hkj/_\_\rq,]_badcf]bav{\
(141) ]P^rl0]p\^zqbq}nph tp]agjzlBjr2s zegjzP^re P^`e^`lPc\ag7l A7p\Xjz_b\Xh ï i ynp]:]P^r]"]bp\)\XycfevnPq,avj/lkhk\rc P^`lyadq}hLaq7hkjz_b\ z\2lp\X_ ^re Z( U trUY 7sJt 1viW wRSt 1wUVXuV G
(142) 1wV iV
(143) VwVU
(144) n 373UKRIL"#@;)?# "=)?>A@^.),<7_V:`P >A@)=-M+4-M+'#@;" >a: D/D " >=#
(145) -:,+ ! ÃZ 3)#- 3 ;"53 D :l>a) D &) D )=+Z>a" r -{#@E<a"53zhi" >=# #A:!#
(146) @;"J3"7h1) <a)?#-:,+ ,6uy1@"n^.),<7_V:`PG>A@;),-M+E)#o3a#W)#W"n3Qh1)>U" ] ~ l l ie l l l " 5} | } B f" } } B .mN .mn B mn | mn } [ ~ . r -Q#
(147) @.#
(148) <a),+ 3A-{#-:,+!<a)#W"U3. ~ :!< : < : F )w z z !=< : < : F ) l 9!< : ) ! < : i < : F ) l ! < : Nm .mn nm nm 7} mn~ |. ?. . D " Q} | } B #
(149) @;"+ ! ) D S m z} | } B ) .
(150) @;) 3n)=+E"lKR- D -W& <7-QK`I. r @;"<U" j. 0R- 3U#<7-z&(KV#
(151) -:=+ h )# -QPR"+& N. l h =! < : )i kj h !< : ) . mn. - 3)p+:=<7I4) D - 3A-/+(!>a:,+ 3a#W)=+#76. va ed^r_$]j]p\
(152) tp_bjj`sj`s]A7p\Xj/_\Xh ï iiav])adq)q}nqcfag\Xl]]bjq,pj;L]P^r] h qb^`]badq FR\rq zegjzP^reAP^`e^`lPcf\=^r]G| lPq}\2_]agjzlj`s h avl]jrzegjzP^reR^`ed^rlPcf\2zag{\rq sJtx 1 . Xavh. h ! < : )!=< : < : F )E h !=< : F )!=< : F < : ) | { } ~ z h !< : ) z z !=< : < : F ) l 9!< : ) !< :
(153) N m . n m n m 7 } N m |{ } ~ ~ h !< : F ) z z !< : F < : p) l .mn mn mn7} mn~ +!=< : F ) !< : F ~ z z h ( !< : ) !=< : F < : ()E h (!< : F ) !=< : F < : p) .mn mN l fj 9!< : ) h +!=< : ) !< : i < : F ) l !< : mn mn7} mn z. ~. . . |. :p\X_b\$]p\)e^zq}]:\~monP^revag] aq7jzp]w^`aglp\ruEsD_j/h ! i) sDjz_G\r^zc ^`_bjr{cR^`avlq,\XtP^`_w^`]b\Xe6 . . D " z} | } B. ]bp\Xl
(154) ! . ) DS. m Q} | } B. < : ) l nm ! < : F D " z} | } B |. ]bp\Xl
(155) ! . ) DS m. < : F ) l nm ! < : |. . D " Q} | } B. . ]p\Xl
(156) ! . ) DS. . m Q} | } B. ). egjcX^`eAP^red^rlPcf\2:av]b _b\rq}tP\rc]7]j ]bp\=q}\XtR^`_ ^r]agjzl . P q}\X_b{\ ]P^r]M]bp\Ety_jj`s^rPj`{\
(157) adq${\X_ 4q}aghkave^`_G]j]p\
(158) tp_bjj`sj`s]A7p\Xj/_\Xh ï i l s ^/cf] A7p\Xj/_\Xh ï j^`lRu ag] q)tp_jjrs)cX^rlavh hk\rua^`]\2etP\kj/p] ^ravlp\ru sD_bjzh A7p\Xjz_b\Xh ï i:4]y\ q}npRq}]ag]np]bavj/l ! )+ ! 4)Gavl
(159) A7p\2jz_\2h ï i@A7padq"aq)^ q,] ^rlPup^`_wu jzRq}\X_b{z^r]agjzl :p\Xl)]y\(_b\Xed^r]agjzl)P\X] 7\X\X2 l /evjzR^`eP^`e^`lPcf\|^rlPuegjcX^`eP^`e^`lPc\(aqAuadqbcfnPqbq}\ru+\ pnp_]bp\X_h jz_\ lpjz]b\)]P^r] A7p\Xjz_b\Xh ï iMadq:^ q,tP\rcfad^reAcX^/q}\)j`_s A7p\Xjz_b\Xh ï jPq}aglPcf\ |\hp^
(160) q,\X] ;M Ã sDjz_ ^`egAe R A7p\Xjz_b\Xh ï iMadq<^zuyu\rukp\X_b\"P\rcX^rnPq}\av]7agevegnPq}]b_ ^`]b\rqi]p\Gadu\r^zq< \2pavlPu
(161) ]p\$\2pcfegnPq}agjzl hk\rc P^`lyadq}h P\X]]b\X_:]P^r$l A7p\2jz_\2h ï j . . . «. . . . Rt s
(162). A7padq=qrc]avj/luadqcnPqqrqMqX{X_ ^reXp^rhktperq"j`sq,av]bnP^`]bavjzlRqMavl
(163) :padc cfj/hktX]ag]avj/ljr{X_)_. q}j/np_ c~q jc2cfnp_ q)]P^r]=cX^`l
(164) hkjuXegeruavl4] sD_ ^rh| jz_j`s]X rcf]bavjzl ï hktpP^/q}adq :ageve "j/l Xy^`h tperqAj`sq,]jc P^zq,]ac"2]_aylX] q: ag] ^ ty_junPc](sD_j/hrmnpavegavp_bavnph uaq}]_bavpny]avj/lA tpyavevj q}j/tpX_wq(tp_bjzpeXh$/ ^ced^zqbq}acX^`e2p^rhktpe<jrsD]Xl
(165) nPq~u p^rhktpe tp_~qXl] qi]Guavlpagl$ ]j$agevegnPq}]b_ ^`]<_rq,jznp_wcGq}P^r_aglp y^`h tpe ï tp_rqXl] q^"hkjuXezsDj/_<up^r] ^`R^zqGevjc avlG ]P^r] cX^`lylpjz])khkju2eve~u ^zq=^ q,]jc P^zq,]adc
(166) X]b_ailX]X y^`h tpe z ag{rq$]
(167) tp_junPcf]sDj/_h _rq,npev]wqj/p] ^ravlruaA< ^;r= ^`_
(168) ^rlPug> j/X_]w^(=X= a`#G?;'
(169) avlR^`eveCI y^`hktye GO ty_rqXl]wqMq,jzh. Ã. XlX_ ^revadqb^`]bavjzlRq7j`stp_junRcf]. sDj/_h _ ~q}npeg] q(sDjz_G X]_ba+l X]wqf . . Ã. . ) Q} | } B ) .
(170) aCznp_ ï <X]b_a+lX]7sDjz_G]=uaglpavlQ tppavegjq,jztp2_ q:tp_j/peXh :av]b7%. n. tpyavevj q}j/tp X_wq .
(171)
(172) "!. A7
(173) uaglpavl tppavegjq,jztp 2_ q"tp_bjzpe Xh$^zcXcjz_ uavlk]bjk] evav] X_ ^r]np_ un ]j $#"a&%,yq}]b_ ^: adq)avl]_junPc ru^/qM^ hkju XeisDjz_ _ ~q}jzny_ c q,P^`_bavlagl cfj/hktpnp] X_ q l]b kP^/q}adc
(174) hkju Xe<av] cfjzl] ^ravlPq tpyavevj q}j/tp X_wq :pj)^rev] 2_lP^r]av{ 2e6G]paglp=^`lPu r^r]X\A7 7tpyavevj q}j/tp X_wq^r_ Gq ~^`] ~u ^`_bjznplPu
(175) ^"_bjznplPuM]w^`pe I^rlPu j/l ] :_ba6/] . P^rlPu q}au :j`s r^/c typavegjq}j/tp X_adqAjzl cyjztPq,]adc ANj r^r] P^ tppavegjq,jztp 2_"l rupq7] 7j
(176) c pjztRq}]acyqf 8q"^
(177) cfjzlRq rmn XlPc Ij/lPc =^ typavegjq}j/tp X_Gadq r^`]bavl yadq7] 7j l 26a zPjznp_wq"c2^`lplpj/]" r^r]avQl k^r]:] =q^rh $]bavh A7 uavlpagl tpyavevj q}j/tp X_wq tp_bjzpe Xh P^zq j`sD] Xl ^`tpt r^r_ ruavl 2]_a|l X])sDjz_h ! q 6a /np_ ï : X_ $] M X]_ba+l X]|adq:u 2tpadcf] ruMsDjz_:] Mc2^zq )jr s %Mtpyavevj q}j/tp X_wq )+sDj/_ Xy^`hktpe avl& X] 2_ q}j/g l # Ã O4'h+c P^rtp] X_ & Op iE^ku X] X_bhkavlyadq}]badc:{ X_ q,avj/l adq:hkju 2eve ~Su p^rlPu av(l ' Xlpa l# Ã ' ^ q,]jc P^zq,]adck{ X_wq}agjzlaqavl]_bjunPc ~u+
(178) Rny_] X_hkj/_ IA]b tp_j/pe Xh adq=^`lP^r6e yq ruagg l <A(^ =r^r_ ^`lPfu > j/ 2_] ;^ ==X`a #G?('h ^`l ^`lRa u > j/ X_]w(^ ==X`a # Ã %4'" : X_ kag]MaqMq}y(j :l ]bP^`]=] ~monpagevag . _agnph uadq,]_agpnp]bavjzl&u rqbcf_agpavl
(179) ] MlnphE X_:jrs r^`]bavl ktypavegjq}j/tp X_wq"P^/q^
(180) tp_junRcf]"sDjz_bh A7padq7_ rq}nyev]7aq:^`eq}j rq,] ^`yevadq, rukav* l ))cX^`_b-] # Ã i('": X_ ]b )uaglpavQl tppavegjq,jztp 2_ q7tp_bjc rqq:adq hkju Xege ru
(181) ^zqG^Ml r^r_ rq,]"tR^`_]badcfe )q yq}] Xh A7 uaglpavl
(182) tppagevj q}jzty X_ qGtp_j/pe Xh :av] Xt j/l Xl]a^`eZ]paglpagl ^`lPu r^`]bavl k]bavh ~q cX^`l)aghkh 2uad^r] XVe 7 <avlRcfjz_bt j/_ ^r] ru)avl)] ZsD_ ^`h 7j/_Gj`s X rcf]bavjzl ï AAjG]paq XlPSu Xagl]b_junPc ^`_bj`{ c P^`agl sDjz_Gtppavegjq,jztp 2;_ y ÃZ < 2;] à I: X_ _ 2tp_ rq Xl] q ]P^r] ] tppagevjq,jztp X_ adq ]paglpavl 4^rlPu à ]P^r]E]b tppagevjq,jztp X_Eaq r^`]bavl yE < 2b] ";,+ I|^`lPu ";.! à E XaglPc ^ tppagevjq,jztp X_k^r6e p^ yqMl ~upqMPjz] ] c pjztRq}]ac4jzl padq _ Ca z] .DP^`lPu q,adu ^`lRu e fsD] .DP^rlPu q}adu ]bj r^`r] P^X{ k]P^r]
(183) ^`_bj`{c P^`aglPq V)^`lP u V à ! à à )Gcfjzh t 2] Mjr{ X__ rq,jznp_wc à !ho"jz] ]P^r]$avg l X rc]avj/l ï R^~{ au Xl]Va F ru^ tP^`_b]jrs] q}] ^r] Gq,tP^zc :ag] ^"_ rq,jznp_wc \ A7 7au Xl]ta F cX^`]bavjzl)jrsAc pj/tPq}]badc pq :av]bM_ ~q}jzny_ c rq adq$h^r] Xh^`]acX^`eg6e kh jz_ uVa qcfnyev]XV )c< X.] - Z_ rq,tA / k] E_w^`] ~qMj`sG] Xt j/l Xl]a^`e ]paglpavl _ rq}tA ~^`]agl ]agh rq$sDjz_
(184) tppavegjq,jztp 2x_ <] XlB]b q}] ^r] &q}tP^/c j`s)]b ^r_jr{ cR^`avl _ Xtp_ rq 2l]bavl ]b =uavlpagl tppagevj q}jzty X_ q7ty_jzye Xh aq . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ã. < : ! < < 1) 0 < BD C< B <B32 54 : : < <CFD . / :!< : < : F ) 76 -n ! < :93M < 2 g %k) . as. . . . ^`lPuk]b )]_ ^rlPq}ag]agjzl _w^`] rq:^`_ sDjz_ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ã. 8 <: F <: < : F < : 8 . . . l h =! < : )w %j . mn>=. -@?. G F DIH E / ?BA"C1DE f ;J;. . . as 7A rmnpavegavp_bavnph uaq}]b_avynp]agjzlkaq ! ^`eq}j csb <A^(=~^`_^`lPu7> j/ 2_] ^;==Xa#G?('h))cX^r_]-#<;[i('*) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
(185)
(186) . *). "! $#&%('&%.
(187) -,/.
(188) "0 1, @
(189) 32
(190) 24052"62" 1,87
(191) +. "!9 :; <:=> ?;! @ 5 5A= 5 B C BD& 9EC!>1"@ ;F =5 G &IH CJ E 1K<; #LM NH K3;J; LPOQ R S <:=> G
(192) T UKWV L*% XR 5Y B !5
(193) 5ZY 6[ \A%] 5;:; 5
(194) ^ A _;! <YB \` a! b B !>C G c^Cd9 Y 9E9%e"! \ <YBS d & Z_ BAOQ_!N! \fC! ` 9E d g =h 9E i =5Y j " BDh:O k"l! 9EU g =9 9EN F i =5Y j mDh:% ;! d <:= OM 5;:; l_ i =5Y j N BD\l ^ n_ d ; oOp ;!91
(195) ! 5;:; eeY = B =5 =5 !9<? F i =5Y j N BDbl a d qOR]_!9<m!r^ l ;! 5;:; >]=5 !h d q%S j d9 <; >:O9_ ^Z=9 ;!5s 5^: 5 i =5Y j C mD ^Y l%]t g = Y 5^: d9; ;YhEa j i& E =5 ! ^ %1u`v ; j^ w g = Y;! S ^ C mD\ \5E 1 : ". ! E @ S : =5 !
(196) BD9 g =9 x a! k^ _ 9E Y<:%ey Nzl{N ]| { ! } ZB i =5Zj
(197) BD F i =>Yj mD G \ d :;j a!
(198) B ;! \ <YB k g =9 x@ ;! j@9E ! ; j^ %ay
(199) zl~
(200) | ~ g = Z" C i =5Y j S BD F i =5Zj C BD %"! BD9 E @ G zl~bzl{ q zl~R | {: q | ~ zv{: R. E. 9 x ! _ % ! \ mDhC l h ! ]! \Gg = Y Nd9; Z9Ee! r 5;:; b 9 mD G Oh l B % ! 6 mDh E @ G O;! \! 5;:; b1 d G U^`dh ;Y 9E\ ! BDh` =9@ ;! @ d9 Z9E ! >A < dh % "! v @d >A 5:O G ; E E %;Y=9 ;!5U d xg =9 C \` ?] ; 5;:; @ E E [x ?] ; E E [x a i =5Zj F i =5Zj BD %f >A 5 &d1 j / < -@? O5 j i&d5 @ q / ? O9! };! S ^ S BD d9 ^f ; G 5 j @ ;! ? _ D R :; U#&%R ;!9 O& & @ =5 H D j C @ d S =5 N 5 ;! Y m!> ! 5^: 5 % > \ d ^ "oH D jB!5 < H ? E ;^ O_! ` d9 @B8;!54;! q 5^: @d Cd9 &O& ; ;!5! ; >A @ d Cd9 @%y ? + & O ? ;^ %4"!9 H D jsm!55q d ; jQ !9; \ !9 ^YQ%R @ !9<` d ; \l;!9
(201) _ D 1 :; l#&O SH D jbB!5 O :59 GB! Ff O9;!9 _9ENZ1 ??¡ z ? bz ?;¡ f z ? | ?¡ q | ? z ?¡ ¢ ; [x % E E ??¡ C;!9 H D j\m!> l F d jQ = : ; %"!9IYI d ^: 9 d ; @ =5: d9 :G1l
(202) £C =5:
(203) 3!9<` d ; \
(204) B!59Z % !9 "!9 >Y; ; ;!9 d9;@ =5: d9 A QO@_! Gv G E E G¤1 BO9 G ? ; F 5;:; @d < d9 Z@. . ¥ . / ? G F EJG F F 6 - ? E E. . GCF F5 GCF F5. G
(205) F ¦ 8 8 ?? E G ?? G F § E G ; #. . . ;E E. 4¨ ?;¡ª © B? « ¡ ª Y¬ . CD. ?? ¡. . E.
(206) $#@% 'C!9 g =9 9 =9. ^ hE "!9 . . ¤ ? . . q G F . ª. Y =9 \. @- ? = /$? A C D . S!5!9 B Z mD@9EN
(207) B!59Z ; 5 jQNl
(208)
(209) 6E^9 Y ;!9 ^ _ 9ENY =5 q%-Y=h
(210) !>1 5^: 5 M @" @d @ Z s % _jQ O&>YG } !9S@ Z >: Z_ 5^: 5 !h
(211) @d G jQ
(212) _^Z=9
(213) N!5C 5^: 5 !9k U @d & 9:G @ Z O;!5
(214) @=9 1 5;:; > &d Y = B9 => =5Y \ !h B ZQO ^ i d9 ^`N 5Y g =9>: d : ^B _!9<m! !9S; \ !9 ^YU S=5Y & !hYS 5^: 5A%y8H ? C!9IYN d A ;!9 H D jem!5 9E 5^: 5 @d OR ] :59k ? + & OR & %N"!9 H D jlB!5 F d jQ = : ; ? ? ¡ @% ? H ? y8 ? ;!9 g =h 9 =9 Y =9 H D jUm!> \< ; oO9!9. . .
(215) . . ¤ ? ? G ? E. q G F . ª. _!9 G ? d9 Z@B"!hZB H D jUm!5 % = !9 ^ QO ^ Y jQN!5!h
(216) i =5Z l
(217) B!59<Y a
(218) U ;
(219)
(220) i&F. _ ZjQ f jQ i =5ZjQ F i =>YjQ BD9A%1 d9d @ ;. !9S jQ <:=5;Y qO9;!9 B!59E";!9 ;!9SYI d ^:Q% *\ 9 qO& -!516 @ >^" = :sY!5 hEC\C
(221) N=99 ; 5w@j& F 9
(222) @q A=5Z NT6= \ K 'L*% C;!9" @ h ;:=5Z S!9< >: j@9E :=5Z U d ; jQ 1 = :G:% X =5Y
(223) @d ; jQs- < -@? e g =9 ? =99 ;!9 G = :Q% X =5Z U S k: d ;!9 g =h =9hB G = :N UGj^ 9 Oq l % : } ;!9 _Y %C"!91 @
(224) Ze^6\ d F : Z ;!9 @ q <:=>Y 5 jQQO9Z5A!9 <Y;5:; Z_" G = :"< 5 d5^ ; bT= k K 'L*% 5 O? !5 5 !¢!9 GY= B !9<k i d9 e !9 Z= !h d9 j& =5` i d9 9 9E d !9 d !h d9;9 l
(225)
(226) h v;. T eK L*%"!h`<?
(227)
(228) Z5:S!9 H D j\B!5 5` <:=>Y ;!9Z i d9 4 jQ Z 9 Q%qC >Y g =95AQOQ!9 d9@ =5: d9; :"< jQ Z 9 QO^ !h i =5Z 5:= ; >
(229) B!59<Y
(230) & _a ;!9 Y <: ;!9UYB\ d A d <:= Y ^ jQ Y h d9 :G:% . . . . . . .
(231) . U2 h7 ."
(232) ,
(233). . 2. w0 *
(234) f0. . "!$#&%')(. K3; L !h => 8dh :; ^1 =5
(235) ^ Y Q H ; >:\ d9 Z@BC!9v B!9 :;= `u H ;!9bZ Z_ B B%* ^Y 5ZY Z_ Cd9; : :O O9 ^ d5 9E d9 j^; =5Z:O Oq
(236) ^ G:O O U ;
(237) =5;YAO O NE ^
(238) ; =>
(239) % : \ ; d 5 : ! =hE! !9
(240) ; => : % 5jQ O : 1 \ ; d ` > s f! ; =9E^!
(241) !h`E U ; =5
(242) O9 !9
(243) ^ =5 B% XR 5Z ;!9 d9 A . -*.. 01, 0. *./,. +0 546 * -* , 23 23/,. 01,. 946 ;;:. +*. 7* *8,. *-,. 0. 23. 23/, 10 , 923/, 23.
(244) *. 0 . *. . . E^= . 01, . 2 : #. *. ,. 23/, . *8, 4/. =5 qd9 A =>
(245) Y;. XR >:4 Y1Z5A h d9 :G ^ `
(246) " k =9 Z =5A%4"!9 E^5 w K3; L*%R*byq t B K L8 9 @ M ;!9 Z 3< =9 NH ; ; d B4 _ Y! _ ;!5;!9S ; d5 9ENw M9U_!9B! . 9 d ; @ . g 9 _!9 C=5Y 9E C j@ACjQ ;}!5^C =5:. =9 =9. Z =9; ^ !9 Z =9; d9 Y@ 9E;!9CZBEC`_!hB! CB^YDbY g =95:!5^ ; jQ %f C;!9R &; i OQB^YDNZ g =h5:<4&=9 f Z=5:GY jQ ^d ; 5"ZB 9E _;!e]^: jQ d9 :G ^ O hE}_ !]^: jQ d9; :; %\"!9N i&dh > !9< dh@ =5A ^ Y= qE jQ Syq t B K L@q!>4;!9" >Y; ;: 9 bn k9 % "!h #&% E^jQU Z dh i&d9 5 ;!9 d9;@ =5: Z= % "!h @ ;@ =5:; 9 5 @ ; ^ G d5 ` !9S i =5Z } Um!>9<Y F ;@ =5: :; N#&%4-4 5Z g =95: !91 9 ; 5 5 @ ; R`B^YDNZ g =h5: \ !9 d N^? `_ d @ ;!9 YO 1 d9 ; Y d9d %1 YC;!9AOf 5Z !9Uw 4h ^ G d5 9Eb !9N @ w E= %"!hw 94< d <: E^=
(247) hOQ_!9 1!h & ; R 1@ ;@ =5: Nyq t ;F B K L8 S dh@ =5A <Y =h q%4"!h@ ;d9 B; ;!9 & O !5N 5Y ]a !h
(248) l =5 DQ AO ^ 9 . . £ S . j !9 =>? DQ\"
(249) N ;= 9 9E ;!9 >Y; q%R* !9 ; d 1 :; e#@O8!hCw f9 d5 Z_ \H D jbB!5 5:OMB!5 O
(250) Oh 6^ ? O&_! d jQ O O&_!9 R@ @ =5: !9 d O !9ZB- d ^:_!9B!N!9 d9 A @ " d ; jQ C !9 =5Z. ^ H .
(251) O5 %y81!9SY; ;!9 D j\B!5 5 C^? E^= 9O9*% Q% H D jIm!> ; </ NY !9 DQN4 :;jQ @OB^%%f _"1 5Z H D j O
(252) O9 _ Rj 9 ^H D jCB!5 m!> ; N qO@!5" ; Oq_" B a!>_"UY d U!9C >Y; d C¥ G 9E
(253) !h !5j& = sYB ; # & w^YD ; Oq d S¥ 9EN!9 !5j@ = E E E YG E ¦ ; E ¦# w^YD BORZ=5m!e!> H D jem!5 ; l 5: _! F d :R !hRY d q%R"!9<"GY C -YU_!9N_"- 5Z ;!91E ^ M 5A g =5; > ^SH D jeB!5 ; % J ^ B]bY
(254) Y d IH D jvm!>#&% _ :59!h ^ _ 9ECZ= ZB ;!9SYS d :G Y E= . "*-,. 46. ! # %')(. 23/,. *. 0 ,. . . . :. 23 923/,. 46. *. 2,. 2,. 23 4/. 23 ,. 323 46 : :. . . *. ,. . ;. 46. 923.
(255) #%$. /10325498
(256) . -2.
(257) .
(258) . $. $.* '!($ !$. 2. "!
(259) . /10325476 -2. '!. '#$ >?$ '#$. &$. '#$. ,! -. 0. *
(260) +. 1. '#$. !$. request. -1. 3. /103254;:. )!(
(261) '!. !$. &$.*. '!($. 0. 1. !
(262) . . . -1. . '!($. 2.
(263) . 3.
(264) . &$.*. /10<2 49=. E= w 8h !9 => qd9; : - =5
(265) ; Y;. @ A ! A B. @ A ! A @ A A . @ A A !. @ A A B @ C! A A B. 3. @ !CA A !. 2. 1. -2. -1. @ !CA A . 0. 1. 2. 3. @ !CA ! A . -1. @ !CA ! A B. . -2. E= B;S d ^:S 5Y 5 ;!9 =5 fd9; : - =5
(266) ^ Y;. ; .
(267) -. ,. -h. ;^ E E # E & E E ¦ ; ¦# E . ,. ,. ,. . E. ,. , /. E= 'w 8h_;! d. . :. /. , , , ,, ,,. ; E E # E @ E ¦ ;^ E ¦-# . :. E. =5Y =5Y =5Y =5Y =5Y. E. G G G G G. /8. ; i =5Y . = = = = = . : : : : : . 64 E E 64 E 32 , E G d %74/ E 23 E 23E E d %723 , D jSB!5 #@O ; jQ 4/
(268) O H D j 23/, O ; H D jSm!> & ; O # p d d ;. u Y jQR!5 H D jSm!> ; O ; p d ;q_! H m !> ; O ; p d ;q_! H D jSB!5 #@O # jQ OQ H D jCB!55 _;! H D jSB!5 #&O ; jQ O # #&O(# R jQ = A:% "!9 #&% _` _ U!5;!9 H D jIm!5 G 9F 9E;!9 @ £5 N =5 8d9; : =5
(269) ^ Y; !5^ d9;@ =5: ^ g =9 9 =9. Z =9; lSZB;N d ^:C E= &%S"!9CE9 <; "!9 ^ . #&%('c "!9 #@% l n ]!9 :N!5 i dh
(270) ;!9lZB;l @B9 \!hZBC d AQ%. 23. . . . .
(271) . ,. f0
(272) w0
(273) 2. . ,,. . -2!"#$. "!9 d9 j& =5" i d9 19 < ;!9 @ M : b#&%*\!9<Y:; }_EjQS
(274) 9 5 i dh w 49`_;! dh@ =5A ^ <Y =9 q%C"!hYNw 9B _ !5jQbc UE9 Y =5A= QO" 9 b5 ^d5 ; ]!h
(275) _ D yq t B K L*% * @ ^YO?;!9Z f 9BN ZEh 5N!h ;Y=9 d 5:O9;!5<?;!9Zf 89` ^Y \ v:;=5 Z \A% = ;!9 O !9sw 89B BDQ\1Y d9 - d5 Y 9 =>Y ;`;!9 i =5Z d .
(276) B!5hY U:%1* d <:= OM_"N 5Y w whB 5Y<Y 9E #\Z= 9 Oq Z d9 : i d9 % 9% ; % 9%(#CY= h ; _ M I 9 B!5q%. '(*)(+. &% ,.-0/2143-05687:985; <23= >. :. +. :. . XR 5 Z !hw 8h d :; E= '&%y8!9 5Y ; " "!9
(277) w -9
(278) <9 ; O`;!9 E!@\w 9
(279) h\#&% "!9eY d : H D jB!5 ^C5 ! hB< ;^ O" ;!9 H D j]B!55C \rY; E DQ]CN!h d9 :\ E= b'&% "!h H D jaB!5 5N ; d . . ; '. <; % !h !h 9Ex .
Documents relatifs
To test whether the vesicular pool of Atat1 promotes the acetyl- ation of -tubulin in MTs, we isolated subcellular fractions from newborn mouse cortices and then assessed
Néanmoins, la dualité des acides (Lewis et Bronsted) est un système dispendieux, dont le recyclage est une opération complexe et par conséquent difficilement applicable à
Cette mutation familiale du gène MME est une substitution d’une base guanine par une base adenine sur le chromosome 3q25.2, ce qui induit un remplacement d’un acide aminé cystéine
En ouvrant cette page avec Netscape composer, vous verrez que le cadre prévu pour accueillir le panoramique a une taille déterminée, choisie par les concepteurs des hyperpaysages
Chaque séance durera deux heures, mais dans la seconde, seule la première heure sera consacrée à l'expérimentation décrite ici ; durant la seconde, les élèves travailleront sur
A time-varying respiratory elastance model is developed with a negative elastic component (E demand ), to describe the driving pressure generated during a patient initiated
The aim of this study was to assess, in three experimental fields representative of the various topoclimatological zones of Luxembourg, the impact of timing of fungicide
Attention to a relation ontology [...] refocuses security discourses to better reflect and appreciate three forms of interconnection that are not sufficiently attended to