Revisiting subgradient techniques applied to 3d linear assignment problem
Texte intégral
(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. Revisiting Subgradient Techniques Applied to 3D Linear Assignment Problem Alexandre Tusera et Dominique Fortin. N˚ 2266 Mai 1994. PROGRAMME 1 Architectures parallèles, bases de données, réseaux et systèmes distribués. ISSN 0249-6399. apport de recherche. 1994.
(3)
(4)
(5) !#" $%& ')((+*, .- /&0 12, 34'5
(6) 6 7 & 8 :9;<-+* &7 =%>@?BA CED<F.GH?IKJ<LM?NGMCPO6?BQSRTEUWVXD V@YZJ<?S[TEGQVXDO\O ]_^a`MbH^dc,efe6g3hji kj^mlonqpsrtg~grluw@rtqvqw@^ar gg~| w.efxygc,w^mc,Bz{z}pg~w| raz{g^tp{w\Bv#gcMw wgwjBg B`Hqg~ gw\q^g wgcvq ]_^a`M@g~rkj^mlonp c,xx`H^trNg^agldnqg~^dldnqg NMHMi cp.h~H,i Hxc,bMgw ,`6wvq« kPbM\^d]
(7) cH ¡qBp{¢Mxyg ¤B`M£)zsrBrag~k:`Mqxynywg%cvqypl\wbMg^dxq©cH^tB`H§#p{xg p{`¬Bran³wrg®rtcg°ld§#nq¯nqq`H©p¥¦z{gSvrtng6l\g±z¨§#cHwt`Hnqw3qp¨ldg%`,n©«Kn^t«}c,cHg~yl\zsp{Eg~g<rmww\p{<`Mr3ªwp{p{efcl\xqgzs^t`N`p{l~²¤r3c,gzP^twKgc,¥¦`xqvq²¤xg~ps^t^t^g`wKBwrmps«}ec,c,y^c,raz{c,p{g`H^dwa w «}b¤cMcl\x2g rdyw\´yg~r@«µ§vq^tg rag~nq¶g~^tcef^a`Mg~^tz¨g¬cBBrtgn¶g3ww`Mg zsz{vqgl\rtraps`MgW«}ccMyl\¶g rdwKcc«µ^tggcMw@efp{q`Mzs^tg%g `McHl~g¤l\·vq^mc,¯rt¶g §#rtnqp{ragn%`H^trtgnqwg~xy^fgl\nyrc,rty`6®¸ranqpsgr l\c,`Mxqefx^txy`c,B^apsgewc,«}rac~p{²¤`H`H½^d%c,kz{6xyc,ra^a`r¹«µ^tvq`Hye¾Bzsg~ranqº}»¼p¨w^avye6wrg~rae6nq`Ng~raEnq.`Nc6%§#nq`Hp¨qldbMn%g8pww¸gy¥¤cHvqwg~gylug`Mpwc6Bw@g~vq²Nqp¨w@bHg^dcMN`Mp{ g~Nc r wÁvqc,bHbMwrtpsq^avyb6l\p{ra8vq^twg`Mefz{`Ngl c,xz½c,rtrt`n`M^tg z{`Hz¨c,bMNpl~gc,z¿ul~«µgcHcMwgw@p{wuq zsgjb¬c,x½qranyc,rPcÀ®`H^dqw#vyw#rt`3^tgl\`²¤g~^.«µ^t`MeÂÁ~p{bHº Ã%wg¥¤Ä¤vqŽg~ÆtÇ l\Èyg¤ ¦ÉZ«}cHMl\£ g~rmw wvqbM^dcHBp{g Br ½Bp{e6g ywps`Mycz.cHwtwpsbMqefg~Br E¹vyBz{g ºX»½^tvyw@r~%`MbMg XØ Ø@ØaÙZëZÚÜìuÛÏíjÝ,ÞoçèßßHçéà~îuáÖä,ÛuÛuâ ãâðïä,ì\åµáµÛ@ñµáXçèÞußHæZæZçèçòßßáµáµçéçéÞÞâ âêsêéá á. ʨË3ÍÏÌ Î@Ð~Ñ Í
(8) Ì ÒZÓsÎ@ÔÖÕd×. Unité de recherche INRIA Rocquencourt Domaine de Voluceau, Rocquencourt, BP 105, 78153 LE CHESNAY Cedex (France) Téléphone : (33 1) 39 63 55 11 – Télécopie : (33 1) 39 63 53 30.
(9) %7 .!#" $% ~ 8. 3(( *$% *a &!¸ .3
(10) -8 * ~< /&0.
(11) ÄN Ä £ jg²Hc^tp¨cBrag3Bg&wvqbM^dcHBp{g BrKcMwNg g3wv^jvqg3c,xxq^t`Np{ecrtp{`Hz{`Nl~cz{g Bc,vqv%bHxye6`Hg~z{NNrtr`Mg~ xyg&g kKòv] qg33l\gzwcMr#wawxqg^a`Ml\xy`H`¤e6wNg~xq g¤z}g | rtg vqBSg«}lcM`M lurg~g¤ rtqrag~gzswjz{gPxqc,vqeªpwt¥¤g~ vzsp{`Hy^tg~gz{zsz¨gc^rtg gBlovqnqp{rPp¨l\¥¤`Hvqygwwprmc,g~ y^dcqc,z{^dg º e6c| g~²NNp¨w#r½Bz{g<vSq²¤`M`Mep¨w@qp{y^tgcbMBg g
(12) <«}cHg l\g~qrap½rtgxywZc,v^Prtz{p{gzsp¨w#wNg~w@ g`MwEz{v´rtBp{`Hg<yxqw#z{v^tw.g~zl\c,g<w.g~ Ngg~g~^trqp}«}g~|c,^tpgwtc,w½w`Mz{g¤Nr xqz{vqvw¼xqc^vqg rtl\^apg3wglw½`H ²Brg¤p w g~wvqz{zs^g3vqw@qg3g^qc,g~ ²®xqg~x| z{^tg&`Bl\ps`Meefc,x#rag~p{ `HrtpsrtpsN²¤v3gKwxyvc,q^PbM^d^mc,cMxBxpsg~`HB^tr r8 c8.| zc`Mveªrtg~^t rag¬nq,`NvqBg&gwN¹g vq¥¤yvqBg~yzsg~l\ºXg<»½B^tvg<w%rKy`HqcHbMwNg~g< g¬z{E`Ng~l~z{czsz{g¤g cxyK| g~vq^tqe6gg wr#ra^tBvyg lurtw`Hvq^t^aragp{^g~B xyvSg~yÁ~p{qbHcºÖÁBcr bvqqqp¨c,¥¤vqwjg~vqefSg~Bl\rg~^aNrdvc,psl\`Mqvq`Mxez{gqB^tggPw@B`Mg z{vl~rtcHp{`Hw¸yxyw.c^trtg~nqz`Hc,z{<`Hg~bMgMp¨¿u¥¤«}vqc,gp¨wawuc, qzsg¤ È\Æd¢ !Ä £ wvqbM^mcMBpsg~Br Ec~À®gl\rdcrtps`Mz{p{g c,ps^tg ! ¹vqyBzsg~ºX»½^tvwr~®wNg ¥¦vqg yl\g Bg %`MqbHg¤B«}cMlug~rtragw.
(13) .
(14) "!#$% & '. -8 8 .
(15) È½É Z¢M ÖÈ ¡N{h y ,¡½cbM^mµc,¡ qbHp¨ 6c,ĵ#¡ g~z¡Bc, µc,È rtps`M`,«
(16) kK] Nè »NènNg{h ycHl\yg~cMrdl\wg `rdw#«<kKkK] waw3`Nl\]Zpc,`Hrtz{gN8rt`M§#xygpsrtnrtng¯Pq j`Mzsgw NNèèNNèè ¹ `Mvqezsz ycMyl\cMg lurdg~w rdw Nè »ng Pwg`,« ycMl\g~rmw N{h E `Nyl Èyc, z cHl\ g~r»½^tvyw@r¸g bMp{`H Nè Nèg~Nrt{g~h ^ae6 p{z¨c,cHrtwtpsw@`MºX`,l\z{« p¥¦vxqgxywg~l~^ ¹`Mvq8`« <c,^mBp{c,z{psr@`« ½k ¤g~r NNèèNNèè ¯Pz¨qcH6wtw@nqºX`Mzsl\gz{wp¥¦x vg°wl~ Nè ½k kjzsbM`H^tp{ranqe Ä µÄ¦È É µÄ \ Ĥ È½É NN{èh X¬qg~ps^trtpsp`Mc,vyz{psw Ác,¤rarap{g~`Hx NNèò nvq`Mz{z p¨lu¤grtg~`x « `Hywrmc,Nrdw N n`Mp¨lug`« `Hywrmc,Nr È ½¡B ÖÈ ¡ 6ÄB ¨ È ¢ µÈ +* ). (). - .. ,. C. ) . * ). 1. 58. D.. -. 1. /. 8. =. >8 ?8 A8. 0* +E G8. = =. 1. Q. RTS. U. V. ). < < <. lml. K =. < <. j. Z [. <. f. XW. ). =. g. ih. g. ). ß. nopoqpq. '. 0* ). 32425242627262427262425242524252426272 9252425242627262427262425242524252426272 ;: 2425242524252426272 24242524252425242627262427262425242524252426272 2524242524252425242627262427262425242524252426272 B242524242524252425242627262427262425242524252426272. H2524252425242627262427262425242524252426272 I= J1 LK 2426272 92524252425242627262427262425242524252426272 92524252425242627262427262425242524252426272 PO 2524252425242627262427262425242524252426272 2726242524242524252425242627262427262425242524252426272. ,. < < @ @. hhMh hMh~h F. NM. ' F. ,, M . 0E , ' Y X262726242524242524252425242627262427262425242524252426272 K 262726242524242524252425242627262427262425242524252426272 \K 24262726242524242524252425242627262427262425242524252426272 ]< = _^>`a^>b 252425242627262427262425242524252426272 = _cd24242524252425242627262427262425242524252426272 e@ +* ). N* ). ,kj CkQ.
(17) . 0
(18) . T! . . \l
(19) Ù.
(20) h.
(21) "!#$% . .<-%!
(22) -6 »xq^tnq`HgbM^mc,ºÖe6psye6Bg~psqbExpsq^t`Mgc,^ z{g~ekKwawpsbMqe6g BrP].^t`Mz{g~e }kK] Pl~c, gfwrmc,rag+cMw ,ºahpsBrag~bMg~^ e c,
(23)
(24)
(25) th.
(26) h h X.
(27).
(28) h !"éh ! X
(29).
(30) h #"$ h % Ö&. . '
(31) h XrtrnqgSp)w xy(NcMqw@r~` §#²H³c,^trapsny`Mvyc,rw3rtnqnqg~pvw^tp¨xw@^trt`Mpl±z{cg~z{ebH`M^tpwpsrtnqPe8]_wºµny§cg~^d*^ag±}xwg~^tg`Mxy¹#`¬wc,gzcM/ w..c,raynq gNqc^dz{crayÁ~elon1c,+0 ,y-`Mdvq yX e6p{ g~Kranqc,`Nwg~ps©].cyp{g~6 ^mw25(Hc,czvBc3«µeéh~,c}7 ¤xqéh~^t,pse}½c,rtzsnqºXBgvqc,^dzyce6yldg~8n ranq0;`Nylu`H`Mvqeyqp{qe6gg rt§#nq`Np{ran6p{qe6^mc,xy^t`ldn4²¤g06By`Mvqraynq g w½vqc,bHbM^d^dc,cHBbMp{p¨g cB2rK^a`Hg~xqz¨rtcpsqe6crtp{Áps`Mc,©rtps`M§#Sp{rap{n¶¹wvvq9^ bM(H^mc,cM^mBpsg~c,Byr3`H#xqrtvypsBe6`Hp{z Á:« c,rt;psX`M®+¹#psc, z¨cHqwK^tc,psg~Á~ gfNc,c,yzs=rtÁ~e<<cHcB g~b¤ ,cX^ >h .cy%rtnqg z{psqgc,^#^ag~z¨cqcrtps`M%pse6xq^a`,²¤gBranqgq^mc,yld? n 0·y`Hvqye6g~rtn`N8psA @pX ¹#c,zcM»wnqc,gyq? ^mc,Bjy§ldn4c,C 0 huy `MXvq y6e6g rtnq`NEHz{p{gc,^ ^tg z¨c,c,rap{`Hc,yrtnqg~ps^<l\`Meqp{c,rtps`Myw c^tg gxqD8z{pl~l\c,p{g~Nz{grKpé«gl~ranqc,vygw@w@gp{Á~wg3xcM`l\«grtcnqygxql\^t`M`Hefqz{xqg evqrdcp¨rtwps`Mwertcp{z{efz}Eg¹c,vq^trKgP«µ²¤`Hg~^^t3F nNE;vqbMHg¬±qwrag nqGg g~@pXc,N^a¹#gcz¨cM`Mw<r3c,cyxq º B§#c,+ h\}½»nNvyw «µ`H^rtng6w@p{Á~g3 h N Z H ` q { z ½ c M b d ^ c q M b p , c t ^ ~ g z , c , c t r s p M ` # § { p a r + n @ w q v q º bM§#^mnqcMp¨Bldpsng~Bp¨r#w`HyxqcMrtw@psge6p{Á`Hc, rtps½`McbMw@^mg~c,g~qebHp¨w c,©rt^dcH^al\g~rdz¨ccqqcz{g¬rtp{`HX§#rtnnqp¨g~w
(32) ^axgc,c8xyg~^a^#gw§ra^tg pl\Brtggwt%lu^tNp{yvqgecySg~^#c,z{`,bH«<`M«}^acMp{rtl\ng~ermw `,«<w@H`Me6g#g §wg~vq^a®g#l\bMzcMvqwtpBw@ggwc,N^t3gcpsy6l\vq`M^axqxyxy`Mg~^d^ cyrtg`M®vq `« IJK ½cbM^mc,qbHgevqzsrtp{xz{pég~^dwu~cHwtw`Nlup¨c,º rtp{ragg~6^dcrart`6p{`Hw@g~z{gwralug~rtx½g´y²M«}ccH^tl\pg~c,rmNw\rdBwKra`MvqbHyg~crtqnqz{g g3^jra§#`psrtwnSg~zsgcl\z{r#pse6«}cMp{l\rag grdL wKIJce6K`MMq bfrtpsc6e6bMgPps²¤l\`Mg~e6xl\zz{cMg~Nwawjp{r@^tg«µ¥¤`Hvq^#ps^tgg3cMldcn r z{gcHwNr IJK!M, ½cbM^mc,qbHg3evqzsrtpsxqz{psg\^mw\¤w@g~g ¹#c,z¨cHwjcy ¦c,z{raÁ~ec6 X . H1. 6M. O. `. `. 7a. a. O. 7a. ]a. O. 7a. ]a. `. `. `. M. O. Z. `. O. `. `. `. <. [. K. <. Z. :. @. 1. O. 1. NM]M. Z. H1. b. J1. lml. ß. nopoqpq. 8. PK. \1. K. <. <.
(33) . 0
(34) . T! . . e6w g¥¤g~Nvq»rtg~nqps`M`Hl\qvqgKgbM6`,n«_nq§<kKg vqg ] ^tc,pw^trtxqg&p^al~c~`Mw\§#q zsc,jg~^ae`g§¤`,g~rt« ²¤nqg~g gJN^~rtBI ^mracM nq l\p¨rawPp{ ql\rab`Mp{e6e6c3xgPbMz{`¤l\g~`N`MNef%p{r@xq«µgz{wg~cHxyNwg~p{p{r@gKz{qg w¸«µ`Mwv`H^mxl\z{vqgrtraw`4p{`MvyIwac,«µ bH^t g`HM e`«.§#cxn^t%g~g~q²N`Mg~p{`H²¤vybMg~g w^ %c,^a`M`MvqqybHg %wragnq¥¤gvqrtg~`Hyxlu`Hgjz{`HpwbMc,x`,xq« z{ps^agg~z¨crtB`g6c wc,xyyc6^dw@«µggcMw@w@rtp{^aqvyzsgl\rtwv`H^tz{gKvqraqp{v`Hp{%z{r`,c,«_^akK`Mvq] y3xqB^tv`Hqc,z{z{psg~r@e3b¤c,x qpXòg¬{ ¯ q v P ^ \ l M ` f e q x q v d r c t r s p M ` y c ½ z t ^ g @ w q v { z m r j w @ w q n ` § a r y n , c P r t r q n p j w c { z M b H ` t ^ s p t r q n : e ¨ p # w 6 e H ` t ^ g D8l\p{g~Nrranyc, g rte6nqg~granqpsy`Nl\E`H ^txy`M^mc,rtps`MW`,«&§#nq`Mzsgwvq®l\zcMwtw@gw6`,««}cMlug~rdw6cy¶rtnyc¶rtnqg¹vqBz{g»¼^avywr rtypsc,`Mef%»g`nq+«g#kKcMxw ] c,xy½g~kjc^ yº}p¨c,wZ±zsbM`Hra`M^tnqb¬^a^tp{c,g~raqnqgpseÁ~«}gcM3l\p¨g wcMrxwZl\^t«µz¨g`HcHw@z{wtz{g~w`Bg§raw¸gw `+.«¤p{ra gnql\g ¬rap{gkK`Ml\] rtps`M Bxyg`HBwtz{Nl\^art¬p{`Mygxyl\gg¤rtw.ps®`Mc »©½nqc,g bHqB^dcgg~q§wal\bM^tpcpsc,yz{6bMg`Hw3^a^tg~psc%z¨rtcnqq²Hec,cºº ^t%pc,BNgrKwtl\`,^a« p{y½gkjwºXc,c©z{bH`Mc^tz{rapsrtg~nq^tyecrtg6§#nqefg g~^trtgnqc`N®xyEcrt^tnqrap¨gfc,z_¹%vqy`MNqz{bHgfg6»¼w@^agvy¥¦wvr g~ye6l\g~g rtnp¨wK`NEl\`HEe6rt`xqvql~rac,gzl\Evq z¤c,grtg3l\rtraps`Mnq g g~½Nc,xbHg ^dc,^tp{efbMgg~Bermw\vq zsrtpsxqz{psg~^dwu p{ycz{z{¬ ¤glurtp{`H3xq^tgwg~Nrdw#rtnqg ^tgw@vqz{rmw¸`«l\`Me6xvqrdcrtp{`Hyc,z :. K. 1. <. 1. 41. K. 1. 8. K. YK. kK. ¶1 3 8 *~ S3
(35) -8 `Myw@p¨Bg ^Kc%p{Nrtg bMg~^<xq^t`HbM^dce @] e c . =. Z. X. . O.
(36) . @ . . #l~cg&wxqzsp{rartgps l\`He6xqz{pl~c,ragc,y p¨l\glu`Myw@rt^dcp{NrdwcMw. @ . ;^ `. ;^ b. X th thHh j`§ «µ`H^KcB
(37) l\`Mwp¨Ng~^#rtnqgxq^a`Mqzsg~e ½: e6ps ec th §#B^tp{`Hran*xqxq!ps q bcraynq7g l\t`Mh efdxq z{»pl~nqc,raggxq^tlu`H`Mqyz{g~w@rte ^dcp{½N;rdwpwwg~r#l~c§<z{z{gg`Mqrarmnqc,g p{c^ag~z¨cqcrtps#`M" rtnycr#`,« p¨w]gcH.w¹psg~ ^ rt`fw`Hz{²¤gKranqg~%ranqg`M^ap{bMpsyc,z½x^t`Mz{g~e b b `. `. [. M ,. 1. O. NM. 1. O. `. `. \ N " ] . ]$. Z. \l
(38) Ù.
(39) .
(40) "!#$% . p¨wg¥¦vc,z¤rt`Prtnqg<`Mxqrap{evqe X ½ r ¨ p ½ w §. g { z { z -(Nq`§#rtnc,r.ranqg`HxqrtpsevqeW`,« c,e6gcHw º `,« `H»½^tpsgbMldp{nqqc,z½p¨¥¤xqvq^ag`MwZq«µzs`Hg~^Kew@´N`Mwz{`²Np{`Mqb3g rtnqrt^ag p{g½w c,rtbH` ^dcyqybM pc,¶ ²N^tg~p¨czc,½c,c,rtbHps^d`McSqbMc,g3^ag e(Bvqqz{`ra§#p{xqSzsp{gucM^dw wu . wrmc,yc,^dwvqbM^mcMBpsg~Br`Mxrtp{efp{Ácrtp{`Hvywgp{ jg~z¨® H`Hz «µg#cy ^t`§Bg ^ hHh X q^tpsg~Á~gcy <<cMNg~b¤cJ^ h y`§g ò X h ¹vqyNz{g »¼^avywr#efg~rtnq`N6vyw@g6p{ Nldnq^dce6eÂc,y e»cMwnqvg te Á~BpsbMc,^dºµyc~Á§#c,ybHrabMcHnqpsl gKq(braw
(41) g~N`y «.Byg~`Hrtl\n3rt`,g«_ldwnqvqqpbM¥¦^dvcHgBw p{g c,B^tgr<rtra`nqgKl\`Hz¨cHBl ²¤(3g~^a`bM«.gbHrtvy` c,^mz{`Nc,l~NcrtzEg~g`Mxra`3rtp{e^tgvqcHelonHrtwnq`HºXgl c,`Hz{xqzsrtgps º Z. 1. 61. :. 8. =. K. NM.
(42) .
(43)
(44) "!#
(45) $%&$'(*),+ §kjg e6ld`Hnqq`¤b6`¤w@rtgng-rt`t y^tg cz¨rtc,vq^mc,rtz.n g^tbHg~^tz`Hc,vqyc,ra%p{`Mw@g~r`/«kKps] Bra `3}rt¥¦nqvg`Mrt`Mgq%@gp{l\rtps¹#²¤g¸c,z«µcMvqwl\c,rtps`M KNcz{raÁ~ec,$ < d. Oªe6p{ ec ` ` `
(46) #
(47)
(48) `
(49) th
(50)
(51). thu h h th e6`Mkjqg~zsN6`Mr x^txqgrt¥¦^tp{e8`Hvqqpsc,^tz{zg~gew w`MIJzs`vq²¤rt g~psM`M^ raxynqragK`M`±zsbMBra^aqnq`M`Hp¨vqwe6^tp¨±g~czzEw@c,g~rardp{c,e6w rtps3g¤`M cypwKcM0 ldNnqwp{g~g g ²¤g6^ap{rtg~nqÁ g^a`Mc,vqybH3n+<<w@`McMz{B²Ng p{b¤c,b^:c, h>XBcM§#wawnp{bHp¨ldqn º . . h. h. " a
(52) O 4a ! `
(53) `. # a
(54) O 5a " ` `. . <. 8. 1. 24365 789!:;$<'=(*)>+?)=$%A@ !$B. Zp{^mwr#zsg~r#vyw^tgl~c,zsz½wrmc,yc,^d%`Mrdcrtps`McHwtw@`Nl\p¨crtg§#p{rtnSkK] 3xq^t`Hqz{g e »nqgKe8c,rt^ap{ `,« l\`Hywra^dc,psBrmw`,« kK] xq^t`Hqz{g~e ncMw²¤g~^a^tg bMvqzc,^#w@rt^avyl\rtv^tg wn`,§#«µ`M^rtnqg l~cHwJg Wp{ Zpsbq½hH ^t»gnqwxygg^tl\`ra§p{²¤g~c,zs¤y Wq^tl\`M`He z{vqe6^ag~©bMvpsz¨yc,B^ap{g~r@ª`w«g~r6 ` « «µ`H z{z{ `§ §#.#p{zszjE y gE FBg E q `M raE g ³EG0 B E EH / cyE DªC 8. XO. 08. lml. ß. nopoqpq. ;8. ]O. O.
(55) . 0
(56) . [ 111111111 [ 111111111 [ [ 111. [ [. ] ] 111111111 ] 111 ]. 111. [ [ [ 1. 111. 111 111 1 1. 1 1. 1. 1. T! . . 111 111 1 1. 1 1. 1. 1. ] 111 ] 1 ]. 1 1. 1. 1. ] 1 ]. p{bMv^tg3h .E»nqgecrt^ap{ ,` «<lu`Myw@rt^dcp{Nrdw`«<kK] «µ`M^ ¶ c,
(57) ¶ raEG`6C NE g~q`MEra g Ertnq gE 0xy cE^tr `,E «/ E p{+ M 0 qc,`My^=c3/ wg r^agwxyglurt p{²¤ g Bz{¤§ gPvywg c,y Hg`Mrtg c3w@p{qbHz{g l\`Mzsvqe6`,« cH w C §#nqg~^a g K # efgc,yw rtnycr _ncMwjh èw p{6xy`¤w@p{rap{`M K" 0 #3 /c, W^tgu«µg~^dw.rt` rtnqgPBvqeyg~^ `,«¸!h èw`«
(58) p{ & q`M^ c, C CNz{g~r#vw#Bg~q`Hrt"g . 1. 1. 1. 1. 1. 1. 1. 1. 8. XO. ]O. eO. ka. a. 8. 8. Na. 7O. AC . a. . O. . . !. . . "a a. C . ~g»!²¤3 nqg~wg ^avy ldn%l\`Mrazsvqnye6c,#r" .4 6 57`8« 3) 9 $ %'Bc½&)y»(n* c,g6p{gNN,rt+ g bM^dg w-)g/l\<rt1`,ps0`M«<E«µra`HnqbM^ g^mg~c,e²¤xqg~n c^trt&^ap{xy( c* p{^ «µ `M`,^ «¼nl\cM`MwKzs°vqce6y`Np¨ww2Bg. wn &`,c,§#«µy`H ^ p{ ZpsbqyN . O. "0 p !
(59) . ;8. O. Ga. a. M. PO. ZpsbMvq^ag .y»nqgp{Nrtg ^dwgl\rtps`M6bH^dc,xn & (* «µ`M^ W Hg`Mrtg;:<~qranqg l\`MN²¤g~nBvz{zE`«.«µgcHwp{z{gw@`Mz{vrtp{`Hyw#rt`kK] 3xq^t`Hqz{g~e : ¶l\`HB² ~h . >= . 8. XO. O. Ma. .. O. \l
(60) Ù.
(61) <.
(62) "!#$% . §#z{psrtnqp{gg~w^agl\z=cMwtp¨ww@grtw
(63) nq«µgf`M^Ph!èkKw#] ²¤gl\xyra`M`M^ zsB ra `Mvqxy^tg3^ag~cB^trag z{(Nqrt`n§#g6«µ`M.zsz{`§#p{branq^tg~g«}cMl\g rtº}Bgyqpsqbp{qg¥¤vycº Y=. , , '. ¡q¢¤Ä¤36~ Ƚ¢ Ö¡BÄBÉ©Ç ³ ZÄÉZÉSÈÖÄN E E hMh 2h3cy©h E E ± «µ`M^
(64) C ,J C .#E E Eª . . EEg~g~rr »nqg~. . *. 1 1. * 0E. +E. O. ka 0a /+ O. O. th BgyygcMwjlug~crdw «}cHtl\h g~r#<`c«^tgN:<(Nq«µ`M`§#^ S?cME¶w
(65) B«}cM lug~rdw<cMwtw@`Nl\p¨crtg6§#psrtn6ranqgK`Nq6nq`Hz{gw `,« & ( * w@p{ylug rtxynq`Mg yqwl~c,ra`rtynqg6gz{z{`¤g~`(¤bMgrtn`,cH«wK`Nz{p«µragnq±`M«µzs^tg `H¶e §#`Nnqqg~^ag nq`HE z{gwKE ªpsqg¥¤vyc,zshMp{qrtpsw@gg~w\gP®¹#»c,nqz¨gcHw ²Hc,c,z{yv g ¦ c,z{l\ra`MÁ~^ae^tgcw@ º X Xranqgfwxygl\pc,z l~cHwg :h3rtnqg3«}cMl\g rdw th c^tg^tgNvyl\g%ra`A}, Xºµq`NBg l\Nzscp¨z{¥¤rtvqÁ gewc,`6« ð& ( cH* w¸Öraqnq`Hgrtgq©`NBcHg3ww@l~g~±r «µ`H^ wnq`H^tr>/d 9» nq§#g~nq g~^ac,g ^tgSBg yqg+p{ ¹#c,z¨cHw3c,y / 3 C . 5 3 W th .²¤g~^t l\z¨cHwtwº}l\z{p¥¦vqgfp¨wp¨Ng~Brap ygB p{rdw3lug~Bra^tg~ºµq`NBg K K #m
(66) ¯qg g~c,e6xz{g`,«<l\zcMwawº}l\zsp¨¥¤vqg#«µ`M^ p¨wp{ ZpsbqyN X3rtnqgw@xygl\p¨czyl~cHwg WKrtnqg«}cHl\g~rmw th l~c,3ygw@g~g~cMw.vqp{`M3`«E«µ`Hvq^.q`NBg wqg `NrdBw gtw h d .²¤ g~ ^t3 «} cMl\g r Ö¤qy`H¯jrtgSgKcMg~w#c,`Me6nyxqzs«µg#`M^P`,«wranqnq`Hp¨^tw
(67) >r «}cHpl\wg~p¨r.B«µg~`MN^ rtp ygN6p¨w
(68) HpsºÖ ravqZxqpsz{bqg B`,« AC , . . . . . . 8. _:. Z. O. K. O. K. O. O. O. Z. <. a. . ;8. a. . a. XO. È q¡ ¢¤Ä¤ E g~r 0 / E E W h ~h N E 9E E © 8NE Eg~r hcyh g. 1. >a 3O a a Xa. O. ]O. ß. nopoqpq. IO. 1. ]a. ! ` " JO. lml. O.
(69) a a. BO. @. , ,,. 0@. . . . C !. a . <. >8. E 8E . «µ`H^.
(70) . 0
(71) . ZpsbMvq^ag&. z¨cHwtwº}6l\zsp¨¥¤vqg#«µ`M^ 8. O. <. Zp{bHvq^tg . cHl\g~rcHwtw`Nlup¨c,rag±§#psrtnrtng`N±nq`Hz{gK«µ`M^ W3c,y ! J >C .#E E h E E W 8. 8. BO. b >a. »nqg~. Y=. O. O. ]a. T! . . ]O. XO <. a. ! >a J O ! ` 3 ! b " a . th Bc,ygy?@gwjp c ,«}-dcM lug~r#`,«:¸«µ`H^N?E¶%Hg3l c,z{z wvyldnc«}cMlug~r~yc " !" ¤g~g B§#c, X + a r q n S g w y x g \ l p , c # z. l M c w g % h c y )h6ranqgl\`He«}cHl\g~rmwc,^agMºµq`NBgluz{p¨¥¤vqgw `,p¨B« g B& ra( p y* g (NqB`§#MWºµrtvqcMxw6z{gl\z`,cM« wawqº}`N+Bl\gz{w p¥¦vg w µ4q`M rag¶ cMwf l~¤¯«µ`Mq^8gwg~nq`Hc,^te6rmxq zs.gj²¤`g~« ^alu+z¨cM«}wacMwl\º}g~rflul~z{p¨¥¤vqpgw «µ`M^ p¨wps p{bq N ! " a J9. . . . ! #. Z. O. XO. <. X8. <. . p . K. a. O. 0a. a. \l
(72) Ù.
(73) @.
(74) "!#$% . ZpsbMvq^ag &. z¨cHwtwº}6l\zsp¨¥¤vqg#«µ`M^ 8. 5< Y=. O. <. q¡ ¢¤Ä¤ EE g~r
(75) E E §# nqg~n^acg6²¤gh rtng6wac,e6 gf l~c,^m BEp{g~c,r z{ps rtpsg wjp{ y 0ªc, >/+½NpXòg¬E {<E E ° BE E E 8E #E h µ« `M^ 0 /+ Eg~r Eg~r , , C. 1. . V. O 3O. a. . a. 1. ,. ". »nqg~. Y1. 1. O. a. GO. . 3. 3O. . C. . .. dO. . O. O. C . a E EE a )EFE -E. W m. O. h E. 3 39 L, 39 th Bc,ygy?@gwp cK ,«}-cMdyl\g~¯jr<`,g«2g :q
(76) c«µe6`M^ xqz{ gE`,«_ rtnq pw
(77) «} cMHl\g~gKrl «µc,`Hz{^ z®w@vylon8h c c,«}ycM lug~ r~Nc 3 p¨w#w@nq!`" §#% ¤p{g~g ZBpsbq§#yc,N . . a. # e$ $ p . O. 1+. 243. . <. K. ;8. z{qps`Mq^gcc^#%^tcg~z^tc,qpsrtc,^mrtc,ps`M^t6q. `Hqp{Nrtg~bHg~^#w@`Mzsvqrtps`M6`«.ranqgKz{psqgc^^tg z¨c,c,rap{`H½¤p{rpwcz{§#c~w xyw`H`¤z{wavqwrap{p{`Hz{grtc,`3±pBcHg~qN±rtp «µpsr#crt`3«}cHral\nqg~g r<l\p{`Mqyg¥¤w@rtvy^mcc,z{p{p{Nr@rd3w#raw@nyg~c,r~r´qnl\v`,§<rdwg~`,²¤Àg~^ rt¦nqranqg gl\vqxq^t^t^apg~l\NgKr
(78) ra`«µ^dcHxyl\c~rtps`Ml yc,c z yg3¥¤vqp{ragKnqgc~²N¤ ½X6c,bHrt^dncp¨qw bMl~pcMc,w@g¤¤^t§g~zgc,Nc,`rtpsq`M`H6r.nyc~²¤gPc «µgcHwp{z{g#z{psqgc^
(79) ^ag~z¨cqcrtps`Mw@`Mz{vrtp{`Hc,r<nyc,E . 8. lml. : F$<'-5 798!:. XO. 1. ß. Z. nopoqpq.
(80) . 0
(81) . T! . . Zp{bHvq^tg&.E¹vz{z«}cHl\g~r«µ`H^ h c,y4 wrtn` g§«}gPcMlul~g~c,r#qp{q`Mgr<¥¦p¨vyBcg~z{Npsrtrtp{pég«µw
(82) p{²NNp{rt`H`3z¨c,raranqgg`M«}cMqlu@g~gr lurtp{qp{²¤gg¥¤vy«µvqcyz{p{l\rarap{p{g`Mw Bp{W^agcl\z{rt`Hzs¤qHb6¹§#vqp{r ran§gP½l~c,c,bMf^mc,cMqqbHg evqz{rap{xqzsp{g~^mw\ q^t`He th <§gKbHg~r. ªe6p{ ec,
(83)
(84)
(85)
(86) ah 3
(87)
(88). 3 §«}#cMnqlug~g~rd^agw ! C E »Pnwg6rmc,w@y`Mz{vw rt«µp{`M`H^ raWnq g²Bps`M`Nz¨Bcg6rtgw@wPg~wr`M`,ef«g`M«}qcMglug~«}rKcHl\p{g~r g¥¦ v«µc,^az{`Mpse)rtpsgwc6§#bMnqps²¤p¨g~ldn%e8l\z¨cHcwtwKy`,g « cMBg±ra`ranqg`Mq@glurtp{²¤g#«µvqylurtp{`H½Bpsrtvq^a½ X®±l~cbHrtg~p{`Hqg~^m`,c,«<z}B²N«µp{`M`M^zc,c ragK8].«}ºÖcHnyl\cg~^drd6wxqp¨w^a`Mc,qz¨w@zs`g~e K].rtnºÖgnycN^dvq+e´yy§#g~nq^ p¨`,ld«n%«}cMpw l\g~(Nrmqw#`c,§#ycMrtwKnqg ranqBg3ps^tw@gg~luxyrc,p¨^mNc,g~raBp{`Mrap{ º x«}qcM^tl\`Hg qrdz{w\g qe ranqps`¤Sw@g¹#«}c,cHz¨l\cHg~wjrdcwy§# np¨@ldnp c,,^aXg q²N`Hp{`M^trtzc,vraygc,6rag~c,z{^a¤gqpsgr#cHnyw6c,xrax`3g g~yNwjvqrte6ng~c,^mr#c,«µrt`Mg¬^P w`Mefgwvqwg~rmwj`,« / 12' '* -#
(89) "7 Xrtnqg3rtnqyg3g~razsrtp{g~q^ gcÖ^j`M^^ag~qz¨`HcqrKc§rtps`H`M^dw@g c,#x^txqg^tw`¬vqcMzsr~ldn½¤E`rtnEg3p{re6p¨w`My^agc,ra«}vqcM^dlucg~z
(90) rKrap{`6grt¥¦^av%c,raz{ps`±rtpspsgBw#ra^tc,`N^ag3Bvp{Nl\g3rt^tc6`NN§#vynql\g`HEz{g l\z¨cHwtEw#g~`,r«vy«}w½cMl\p{yg rdluw`M^tp{xy`H½^dc,crabMg#^dcw@qvqbM®pl\c,z¨cHwt^tw.g~l~zc,#`,c,«ra«}p{cM`Ml\ g~ r th ®p{Nrt`rtnqg.«µvql\rtps`M ~«µ`M^p{wrdcyl\g¤ jgw@xqp{rag6`,«ranqg«}cHl\rranyc,r rtnqpwwvq®l\zcMwtwncMwranqgw@ec,zsz{gw@rl~c,^mBp{c,z{psr@c,ef`MqbSc,zsz wvq®l\zcMwawgwK`,« «}cMl\g~rmwj`,«
(91) kK] xy`Mz{Nrt`Hxyg4KM mranqg3w@p{Á~g `,« ^ag¥¤vqp{^ag±e6g e6`M^a3bM^t`§w 8. O. XO. <. ;1. 8. O. Z. `. `. [. 8. `. `. . . . ;[. Z. 1. ;1. mK. \l
(92) Ù.
(93) ^te6l\g`Mw@g~vqrawnqz{p¨r N`Ng~6Ö^dpscW§#qp{z{c~rt7n²¤g~`M ^dvq crM bMcg qB g 6§p¨w3«}cM½qlu`Mcg~rfbMrdwu^dbMc`¤q`NbMEgS´#eg~²¤vg~z{rt psxq.z{p{ps¶g~^dw@wPg~c,²¤^tg~gf^mc,p{zPNrtl~^tcM`Nw@Ngvyw\ l\gp{rmp¨ w3¤§v`H^txq^dw^agp¨wpsraqnybMc,zs¶raranqnqgg c^t,gNw@Svqqz{wr#^tvq`Hra®e:nyl\c,zrtcMSnqwtwprtw¸#nqg^a§#ge6nqwvqpg lozsrtnr~nqqp¨`N§<w g3a§#^twgvpscHrtynSww`Hvqc3yefc,§#qgnqzsgra`Mnyzsc,gc,yrw@vqg~®NgD8p¨l\w@z¨rdcHl\wp{wtg~wcNcMr ^tw#NgBw@§rtp}g~^aòg¤p¨zsl\z®s¦racMg§#w#6nrtp¨Bnqldvqgn±ee6zsgyg~cMg~ra^nqw¸``Nra« q`6w«}cMc3§#l\g~psyrtrmg~nqGw rt`Hraµvqg~`,^r« c,N6«}cMl\g~rmw\
(94) "!#$% . 1. K. 8. +
(95) . $ 78< 5%789! 2 : !* %
(96) $%. XW c,rtnq%pwjwcpsexqxqv^tz{`¬rdcMcldqng~`H§<vyg3wzsl\`Hwtyc,wrapp¨Bw yg~^Kg6ranqBgf«}rtcHnql\gKg~rm«µwjgcH`,w«p{w`Hz{ge6w@g `Mz{wvvqrtp{`Hw8g~rµ§#yc,nqe6plogn6c,cM^twg ²B psm`M zc,rtg±N Hg3xq^tgu«µg~^rtnqgw@g`Mrdcrtps`Myw c, «µ`M^^ag~z¨cBgc,y«µgcMwpsqz{gw@`Mzsvqrtps`Myw^tgw@º xy²¤g~g^dl\w@rtp{ps`H²¤yg~wz{¬`,¦« `²¤`Hg~q^#@gvl\xqrap{xy²¤g~g#^K«µcvqyy±l\razsp{``M§ g~^#y`MvyqwKw@p{yl\granqg~SB`q`Mr^tg~zs6`MSe6p{f`M^ec, c,xqxHj^t`g g#B^tpsgqec~`M«µc,rartg#rag~gK^ rt~nqz{`N§pw.l gc,wbHz{vzsp{6y²¤wg<rtg~nrtr nqg`g<«kPvq«}]
(97) cHxql\xyg~g~xyrm^.w.`Hyz{cMN`Mw rtv`M½yxy/k g Ö`Özs«z{`N`Nl~l~l c,c,c,^mz®z{Bzscp{xqyxq§#c^tz{psps`rtrnNp{e^t`g« cw½xyrtpsk+g`Ml\ r#«µ`M ra^ w`psw@y`Mral\nqe6gg granq¶wgvqw@c®gyl\«}zcMcMl\wa wg~dgrm ww `,«.«}cHl\g~rmNw . w`,vq«®«}cMl\l\zcMg~warmww psN±vq§#eny`Mg~z{^g `w@«Zvq«}®cHl\l\z¨g~cHrdwtw w ecp{E¤rtNnvqgew@yvqg~y^<w@g~`,r «½«}cMk l\g rdw M K K ¶¶,h h & M K ¶h M M ¶h, ¶h, © Z. 1. :. ?1. _1. b. b. . rt`rtHnqgg<Nl~vqc,e&wg~g g<^
(98) rt`ny«.c«}rZcMralunqg~grdwNpsvq%ec3§#g ^Enq`,`H«z{g wvywldvqnK®«}l\cMzcMl\g~waw\rmwZNgl\^tgcMwgwZB^mcMw@rtp¨l c,z{zsK§#p{ran^tgw@xgl\r + 1. 9!" ? "!#
(99) $% $<' ( 8! . . B B $
(100) $' A!@ $'. Zp{^mwr#§<gpsBra^t`NBvl\grtnqgK«µ`Mzsz{`§#p{b3q`Mrmc,rtps`MC. 8. lml. ß. nopoqpq.
(101) h. 0
(102) . NM . T! . . `,«_grtnqqg`HrtbMg ^a`M vq
(103) %cHwjwg rtr n/+gw@yvq»ynBw@g~vyrjwuq`§« g q`Nl~Bcg%w¸§#`«^tpsrt¶ g §#nqplonSwnc,^tg&l\`Mefe6`Mp{yNg~ H. /. X
(104) l~c,ygfwg~g cMwKranqg3q`NBgfwg~rP§#nqp¨ldn²Bps`Mzc,rtgw¸`Hqgra^tps²Bpc,z½«}cMl\g~r`,«¸kK] l²N\`Hp{`M^tz^tc,grawgxy6`MyrtN^tpsp{²Bqpb6c,zyra«}`3cMl\rtnqg~rmg w\qp{yps6Ng~^t g~z/ c,Ng6-bM/+^a`MvqjygSl\`Mwe6g~r xy/+`¬wqp{razsp{g`HcM±w`« rt` ª . c,z{`Hqbcz{zEranqg
(105). O. . 0 / N`a `pa. ! 0 /. a Nbpa bpa. a. 5 5 5Na a 0 a /. . . M. XNh. »q`Hnqrtg~g^ag3ranqp¨g wjl\`H`Mq^ag3^tgrtw@`xy`M`HyqgBpsql\`Mbf^a^twgvqw@yxyw@`Mg~yr B g
(106) yl\ g g rtr§<` g~ g~
(107) SrtcMnqw g3q`NNgwK`,« cy Hg
(108) ! 0 / ! 0 / 5 5 5 ! 0 / XH . H¶ nqg~g~²¤g~^ g~Np¨wrmw wg~r ¦ranqg~6g Bpwrdw.`HqgKq`NBg 0 /
(109) w@vyldn6rtnycr / / . . O. N`pa `Na. O. . . `. ` a Nbpa ebpa.
(110). ,. b a. Na. µ¡q~\Æ ¢ ÄN3¢ Hg Bg yqg cw@vqyw@g~r#`,«<luz¨cMwawº}luz{p¨¥¤vqgw . g. a. a. O. C , '. a. ,. *. a. ,. h Hgfl~c+w@g~granyc,rg~²¤g ^tSl\z¨cHwtw@ºXSl\z{p¥¦vqg `,« l\`MNrdcp{ywKr@§`q`NNgw`«
(111) c,y `M q gSq¸`NpBw gS`,«
(112) .ranBvwranqgSl\`MyNp{rtps`Myw`« c,^tgSwac,rtpw ygE »nqgl c,^dNp{ycz{p{r@`,« E E W E
(113) E ¶h W ¶,h q^t`Me XBhdy§g Bg~^ap{²¤Jg . E E E
(114) E ¶h . E E¤pwec,Np{eczB«µ`M^ hcy8«µ`H^ E
(115) E 1Z jg~l\gKrtngvxqxyg~^jy`Hvqy K ¶,h &. . bIO. ! a 0 a / 3 . . .*. éh. 0. . ]a "a 3 a "a0 O 9 b. b. b O. O. 8. b. b ]O. O. . `. ` O. :. \l
(116) Ù.
(117) hMh.
(118) "!#$% . µ¡q~\Æ ¢ ÄN3¢ Hg Bg yqg cw@vqyw@g~r#`,« HºÖ`NBgwj`« l\zcMwawº}l\zsp¨¥¤vqgw . . C ,,. g. *. C. C. . IO. a 0 a /. . 3 a 0 3 a /. ! a 0 3 aa; 3 a 0 a9C. M 0 F h a "a éh]a! / Hgfl~c+w@g~granyc,rg~²¤g ^tSl\z¨cHwtw@ºXSl\z{p¥¦vqg `,« M l\`MNrdcp{ywKr@§`q`NNgw`«
(119) c,y `M q gSq¸`NpBw gS`,«
(120) .ranBvwranqgSl\`MyNp{rtps`Myw`« c,^tgSwac,rtpw ygE »nqgl c,^dNp{ycz{p{r@`,« M E M EO K ¶h E
(121) E ¶ hO K ¶ h/ ¶ h,. a . a . . . q^t`Me X Bhdy§g Bg~^ap{²¤gJ.. . 8. E M E¤pwec,Np{eczB«µ`M^. ÉÉ ZȵÄB q`M^g~²¤g~^t3ra^tpsxqz{g~r . C , C. E. E M E]O. hcy8«µ`H^. O. h. 8. . ¶h,. . . `. . E
(122) E ¶h,. E
(123) ` EO1Z :jg~l\gKrtngvxqxyg~^jy`Hvqy ¶ h, b. ,. ! a 0 a / a ! a 0 a / a a 0 a / 3 3 3 w`Mvynyld n. rtnc,r 0a 67 h a t0;O 9 c,y4 0pa §g3Ngyqgc6w@g~r . a 0 3 a / a; a 0 a / a; a 0 3 a / a ! a 0 a / . a 0 a / a 3 a 0 a / a; a 0 a / a ! 3 a 0 a / ! a 0 3 a / a a 0 3 a / a; a 0 3 a / a ! a 0 3 a / . 3 a 0 a / a; a 0 a / a; 3 a 0 a / a ! a 0 a / . ! 3 a 0 a / a 3 a 0 a / a; 3 a 0 a / a ! 3 a 0 a / . a 0 a / a a 0 3 a / a; a 0 a / a ! a 0 a 3 / , . lml. ß. nopoqpq. . b . `« «}cMl\g~rmw.
(124) ~h
(125) c,y©r§<` HgSl~c wg~grtnc,rg~²¤g~^t%«}cHl\g~r3`«
(126) \ l M ` N d r c { p y w a r q n t ^. g ± g N ` B g 3 w , ` « qp¨w `NBgw`«
(127) ¤rtnNvyw.rtnqg l\`MyNp{rtps`Myw.`« c,^agKwac,rap¨w gEN»nqgPl~c,^mBp{ycz{psr `,« E E h ¶& E
(128) E ¶h, E
(129) E © Kwpsq4 b XN,h <§gbMg r E E W E
(130) E ¶,h % E
(131) E © . E E¤pwec,Np{e8c,zB«µ`H^ °hc,y6«µ`M^ E
(132) E jg yl\gKranqgvqxqxyg~^`Hvqy K ¶h . . 0
(133) . T! . b. . . . b. . + 1+. b ]O. O. ( (*
(134) <$ A! 3. `. . b ]O. b. O. . `. ` O. :. »½kjnqgº}c,ez{bH`Mc,ps^a%p{rtnp¨Ne gc p¨`,wN«<. ranqgc,zsbM`M^ap{ranqe §#nqp¨ldn%psyl\`H^txy`M^mc,rtgw ranqg ½k «}cMl\g~rmw Öc,e6gScMw rt` yy6ranqg ½k·wg rc,yp{yl\`H^txy`M^mc,ragp{r<p{Nrt` ³«µvyl\rtps`M½ rt"` (¤g~g~x ½k w@g~r#p{qg Br#psrtg~^mc,rtps`Myw§#np{z{g cr#z{gcHwr#`Mg«}cMlug~r#p¨w²Np{`Hz¨c,ragE rt`vqx®qcrtg6ranqg ½k wg~r§#nqg~g~²¤g~^Pc,z{z«}cMl\g~rmwc,^tgfwtcrtpw ygc,^agwrmc,^tr§#psrtn qg~§ ½c,bM^mc,qbHg3evz{rtpsxqz{pég~^mw.cMwaw`Nl\pc,rag%§#p{ran±g~§ ½k w@g~r~ »nqg`Hvqrtzsp{qgK`« ½kjº}c,zsbM`M^ap{ranqe p{xyw@g~vyB`Nlu`NBg«µ`M^ae;«µ`Mzsz{`§Nw . ÄB ¡B µÈ K£ l~c,zl\vqzc,rtg §#p{ran±psyl\`H^txy`M^mc,rtg ½k lp~« c,z l\½vqk zc,rtg `M^#q`3«}cMl\g r#`,« ½kp¨w²Np{`Hz¨crtg rtnqg ½^ag~k e6`. ²¤g y½yc, bM^m½c,k qbH &g3( e* v z{ rt ps xq z{«}pscHg\l\^mg~w.r `,«l\z`McMz¨wt w ½k2«µ^t`Me psyl\`H^txy`M^mc,rtg ½c,bH^dc,bMg3evqz{rap{xqzsp{g~^mwZ`,« g~§ ½kpsBra` vqx®qc,rag ½cbM^dcqbMg3evqzsrtp{xz{p{g ^dwZ`« 1. 1. 61. 1. 1. 1. 1. J1. *. 0* ). X1. 1 LO 1. J1. O. 1. 1. 1. ;1. 1. 1. \l
(135) Ù.
(136) ~h » q n g ½ j k } º , c s z M b H ` t ^ { p a r q n e d r (¤gw3l~c,^ag%`Hqz{+`«z{`Nl c,z«}cMlug~rdw3§#p{ran ^agwxyglurra` c,y c »nqgfxqvq^txy`¬wg%`«Kranqp¨w3cxqxq^a`¤cMldn©p¨wra`xq^tg~²¤g Br tÁ p{bMºµÁcbMbMpsqb`,« wvqbM^mcMBpsg~Br kj¹vqqy`HrtBnqzsgg~^ »½c^tvyxqw@xqr^t`¬e6cMg~ldn+ranq`N§#3nqp§#lonnqg~ra^t^tgPrtnqrt`gxqw@vq^ag~q²¤bHg~^dNcMrjNp{rag~nqNp¨rw pw
(137) aÁ~^tp{g bHxqºÖÁz¨cHcl\bg3Bg fnyc~c,²Bps`Mc^xqxqp¨wK^a`,rtN`p{e8vyw@c,grtpsra`Mnq½g ¯e6vqg~ra^jnqg `NBExy g~^ap{e6g~Nrdw wnq`§ranyc,r ½kjº}c,z{bH`M^ap{rtne pwe6`M^agKgD8l\p{g Br rtnc,¹vyBz{g »¼^avywr bM`,« ^mcMrtBjnpsg~g`B§<cMrPg~l\²¤c,rag~xvy^ xqc,zKrtz{psnqgxyg6`Hwgz{rtN`r@rt§<`Mc3xy`3bMge6ps²¤cg~g~yrt nx`Nra`Hqnqz{w¸Ng%rte8`H`Hxcrtnqg¬g Ey^6w@g3p{`Myw@ql\g~ggg~S`HcqxqcMg3xqwj^acg `,xqBNxqrap{^te8^tg~`e6c,Nrtp{g¬egMwc§#rartp{nqgrawg%n%raxy^tnqg`Mg3wzsxyBw@gvqra`Ml\qr#xybHg^dra`6cM§#Nw@p{nqvqg~p{Nqzsgrº (¤g~g~xqpsqb3rtngra^tvqg wvqqbH^dcHBp{g~NrPl~c,zl\vqz¨crtps`M½ j k S M ` q v a r { z s p q 3 g , ` « t r q n 3 g q x a ^ N ` \ l g B v t ^ g w y ½k·psxywg~vB`Nl\`NBg3«µ`M^ kK] xq^a`Mqzsg~e «µ`H^ rtnq^ag~Hg gwg~§#rmwp{z{ z B g~q~`H rt "g . M cy «µ`Hz{z{`§wu `Mg3l\zsp¨¥¤vqgj`« & ( * N . rtngl c,^dNp{ycz{p{r@`,« B E ! EÜ E Ey rtngNvqeyg~^`« l\`He6e6`Hq`NNgw +cy ¶ B, `Mg`Nqnq`Mzsg`Hny3`,« & ( * B%¯ K3cy rtng «}cHl\g~rcHwtw`Nlup¨c,rag±§#psrtnSrtnqg`Nqnq`Mzsg¯ KN qk » ¯ KB Z«µ`M ^mȽc,z{¢¤z ÄNÉ p{Ä & ( É* B` & ( * èl~ F. y l\zsp¨¥¤vqg & ( * pé« xE ! vq r E p{&Nrtc,`3 ranqE gz{pwr E c, E E hranqg~ `N Z«µ`M ^mȽc,z{¢¤z ÄNÉ p{Ä & (É* B` & ( * èl~ F. y l\zsp¨¥¤vqg & ( * pé« E ! E fc, E E c, E E hranqg~
(138) "!#$% . ;1. 1. :. b. . 1. b. X=J1. I=J1. 7=J1. =J1. :. :. h. ). =J1 = 1 J. -. O. OL@ 7=J1. h. =J1 = 1 J. ). ß. nopoqpq. =J1. O. =J1. O. b. =J1. O. =J1. O. -. O. O. lml. >8 _=. :.
(139) h\. 0
(140) . xvqr p{Nrt`3ranqgz{pwr 7=J1. . T! . . M. `N Z«µ`M ^mȽc,z{¢¤z.ÄN¯ ÉK 3Äp{ & É ( * B ` & ( * ò`Hny ¯k K4 . » y¯ P 3`M. n zs&p «µr ( *`Mny&¯ K `N w@p{g~²¤g u qk » ¯ P » q n S g q x t ^ N ` u l g B q v a ^ % g { z é p µ « r H ` y n M b. g q ~ g d ^ c t r g 3 w t r n ± g } « M c u l ~ g r M c a w w N ` \ l p , c t r g # § s p t r © n t r q n S g N ` q ³ q n H ` { z g ¯¯ KKBB.c,p}ò^tg¤g#s½«µ`Mc,vzsz#yEq`NqB»gnwgK`xq« ^t`N& lu( g*Bvq§#^agnqp¨wldpsng~²¤wgnylocn^tggSl (c,wZ©§#gnqBg bHrtgnqg~§#^ p{rt«}cMn l\g c,rrcHz{wtgw@cH`Nwl\rp¨cr@rt§<g`6q§#`Np{Brangw3ranq`,g « `Nrtnqqg %wanqc,`He6z{g3gK¯ «}cMKlug~r~p¨w#cz{^tgcMBp{ranqgz{p¨w@r wp{l\g wg~²¤g~^mc,z®`Nq±nq`Hz{gw#ec~3z{gcM±ra` » q n g w % g H b ~ g q ~ g a ^ ¨ p l q x t ^ N ` \ l g B q v t ^ g 6 w , c a ^ g ¦ ¥ q v s p t r S g { p y c q x q x t ^ H ` q x t ^ p , c a r g w { p \ l % g a r q n ~ g ³ a ^ g ¤ ¥ q v { p a ^ ± g a r q n g (B`,§#zsgBbHg`«3g~²¤g~^a «}cHl\g~r6psc+bMps²¤g~Wl\zcMwtwu j`§g~²¤g~^
(141) psr6p¨w6`Hqz{Wc+ecrtrtg ^6`,« wy2(Ng\p{«µzs`MzE^artg¤` lu`Me6xqpsz{grtnqg eMrt`fcMldnqpsg~²¤gjy`HrtnSwxycHl\g c,yrtpse6gl\`Mefxqz{g~Np{rap{gwe6g~Nrtp{`Hqg p¨`MBSgcKrt»nqc,nqgyg3^tg crtbMp{nevqg#zc,`,xq^«#^twps`Hyravq^tl\vyrtp{xzslup{rtz{qg vqg^a`,wjg« `,rt`«nq« g rt& nq½g(k¶w@* g cbHz{bMg~`Hq^tg~ps^artp¨nqlexq^t`N»l\nggjBvq`H^txqgrtw psepwjc,z`M½z{k¶crtz{`SbM`Hw@^tnqps`rtnq§·e rtnpw¼g3yecHwc,gps ¤ s p y \ l g & ( * `« kK] Kxq^t`Hqz{g~e pw.^tg~bHvqz¨c^~M§<gKl~c6bMps²¤gc,`Mvqraz{psqgj`«½ranqgj`Hxqrtpsec,z xq ^t `NlugBcvqy^a g y y ½ kp{ xywg~vB`Nl\`NBg%«µ`H^te«µ`M^kP]
(142) xq^t`Hqz{g~e)«µ`M^6ranqgw@g~rdw u M Hgqg~g©rtnqgSc,^a^dc~ ) , #§#np¨ldn¶l\`HBrmc,p{wcz{z#q`NBgw`,«ranqg%^ag~z¨cBg w`Hz{vqrap{`M qnqg~ylug K # ! ~>h $ m, d, -A 3 h Hgw@vqxqxy`¤w@gKrtnc,r.ranqg#q`NBgw.`« c,^agw`M^artg3N / bM^a`Mvqywg r.p{yNg~p{3p{l\^tgcHwpsqb `M^mBg~^~qp}òg¤s d $ d, c,y h h. ). : :. 8. -. O. =. _: . O b 8 _=. :. _:. : :. :. b. . :. 1. K. 1. 1. O. . b. b. 1. "a a. O. ` a. Ya. a. b a. a. Ya. `. b. a. a. a. ` a b. a. \l
(143) Ù.
(144) h » nqwgP`c,rt^tnq^mc~g q`NNN¹g8ðX yl\`H"Bðrmx½c,{psh>yXwZ.rt ng "/ ðx½bMè^a`MXvq)w@g~r x½p{Üy,B g lu`M`^t«½^agqw`NxyN`Hgyw.q`,w3«Ert«µg` cMwpsqNz{¹ g xw@`M zsvq rt*ps`M h } Hg6qg~g cHw§<g~z{z<rtnqgSc^t^dc~ ð#§#nqplon©lu`MNrdc,psywrtng%l c,^dNp{ycz{p{rap{gw E
(145) EE«µ`H^ g~²¤g~^apsyBg~ #" /+ Zxqr Ƚ^tz{¢¤ ÄNÉ. Ä É X 3 N¹K Ül~ «µ`M^ (6p « rt` (&S B` ranqg~qg~Nr p( « «}w6 (&. hranqg~xqr ^tzs?. Wxqr ^tzs hKqg Br «µ`MÄN^ \ (®pé« h ra` " x (&Ä r ^tBµz{\` (EhHè N¹ xqr ^az{ (E>h Ertng~ p «}«}w@wAC.. ""ðxxqrr ^t^az{z{ (E(®hHhM{Ü,>h ( «}w@8 . "ðxqr ^tzs (®hMè psqy^a gc,xq( r ^tzs? . (Eh `Np « ( «}w ranqg~ «µ`M^ (®pé« h(®rah ` ps(&y½ Bxq` r ^az{rtnqg ±g~Br p¢¤È ^a^tz{zs ®Ehh µ.Ä%. È P¢""Ö¡qð xqxq\rr Æ ^a^az{z{ ¢ (®(EhMhH sèÄBh, È µp ^tz{®hM «}w½ ( «}w µp «}w½ ^az{®hM ( «}w `N q x r t ^ s z ? . Wxqr ^tzs ( `N N<.
(146) "!#$% . 8 K. 1. a. 1. 1. =. 8 K. h. O. J= J=. ). M. mO M mO O M. *. . O. O. 1. O. ß. nopoqpq. 1. 1. mO. 8K. ,. D*. O. M B= 5O. \h. lml. =. e/\*. O. O. 8 K. O. B=. 1. 1. -. 1. O. 1. . =. . . b.
(147) ~h x«µqZ`Mr ^ Ƚ^t(6z{¢¤ ÄNrtÉ`. S ÄB` É X 3 N¹K Ül~ pp «« (&(& hraranqnqg~g~qxqg~r N^tr zs? . Wxqr ^tzs hKqg Br ( «}w6 . «µ`MÄN^ \ (®hra` (&Ä Bµ\` pé« p «}w@A". xr ^tz{ "(ExhHr è ^t z{ (EhHN{¹ >h xqr ^az{ (E>h Ertng~ ( «}«}ww@C8 . . ""ðxqðxqr r ^a^tz{zs (®(®hMhMÜè, psqy^a gc,xq( r ^tzs? . (Eh `Np « ( «}w ranqg~ «µ`M^ (®pé« h(®rah ` ps(&y½ Bxq` r ^az{rtnqg ±g~Br «µp `H^a^t^ z{zs®E(hh .. rt`SB""` ðxqxqrr ^a^az{z{ (®(EhMhHsèh, pé¢ «µ¡q(q~ \Æ/( ¢ «}w@ ZrtÄNnqg~SÈ qg~ N r M µp «}w «}w½ ( «}w µp ^tzsEhH ^tzsEhH ( «}w µp «}w ^tz{®hM (q µp ^tzsEhH «}w½ (q N ` `N `N xqr ^tzs? . Wxqr ^tzs ( Z Ƚ¢¤ÄNÉ Ä É X 3 N¹K `Mny h. O. J= J=. 1. ). mO M mO O M. *. T! . . =. O. e/\*. B=. 1. . 8 K. -. M. 0
(148) . O. O. M B= 5O. 1. O. O. 1. mO. 1. O. 1. O. 8K. 1. BO. *. C. h. O. . . ). =. -. 1. 8 K. =. \l
(149) Ù.
(150) h. @.
(151) "!#$% . µ«xq`Mr ^ ^t(6p z{« rt`. (&S B` ranqg~qg~Nr pp «« (&(& °hraranqnqg~g~xqxqrr ^t^tzszs?? .. WWxqxqrr ^t^tzszs hKqqg g BBrr ( «}w6. «µ`MÄN^ \ (®hra` (&Ä Bµ\` pé« p «}w@A". xr ^tz{ "(ExhHr è^t z{ (EhHN{¹ >h xqr ^az{ (Eh>Ertng~ ( «}«}ww@C 8. . ""ðxqðxqr r ^a^tz{zs (®(®hMhMÜè, psqy^a g,c xq( r ^tzs? . (Eh `Np « ( «}w ranqg~ «µ`M^ (®pé« h(®rah ` ps(&y½ Bxq` r ^az{rtnqg ±g~Br «µp `H^a^t^ z{zs®E(hh .. «µ^t`He (E""h ðxqxqrr h^a^araz{z{` (®(E ( hMhH sèh,B ` ppé« ^t(qz{ 3. °psy xq)r ^txqzsr 6^artz{nq g ±(Bg~shB r ( ^tz}zsh q3 . . N¹ "xr ðxq^tr zs ^tzs (® h ( Bè ( z3. N ¹ xr ^tzs (, ww@@g~g~rr Np .. p «}«}w@w½½ò p ^t^azsz{E®hHhMò p ^a^tz{zsq, «µw@`Hg~^#r «µpX(?`MhK^. rt`fp¨ («µ^tB`HzX`hHe ( pXzhK,ra `63N` «µ`M^.up «®hurth `pXBhK` `H^.uh p¨ranqg~qg~Nr «µ`M^ a«µ^t`He·uhrt`f3B` O. J= J= J=. M. mO M mO mO O M. *. O O. e/\*. B=. 1. . O. O. M B= 5O. 1. O. O. mO. 1. 1. O. 1. O. 1. =. BO. O. O O. O. O. 8K. 1. 8 K. 1. 8 K. O. O. 5O. lml. ß. nopoqpq. O.
(152) h. 0
(153) . T! . . µ«p «y`M^a (È 3Ä rtp}`hK@¡q`M¢¤^ BĤa` È p¨ `H^ µpXh p3c,y3uh ¶a ranqg~qg~Nr }wg~r p p}h XÜwg~r ; u>h X ( «}w@ }wg~r p p, XÜwg~r ; a X ( «}w@ }wg~r p p}hXÜwg~r ; uh>Xèw@g~r ( (,- }wg~r p p, XÜwg~r ; a Xèw@g~r ( (, - N ` N` ` N ` N N` ` N N` q x r t ^ s z ? . Wxqr ^tzs ( `N BO. O. ). O. 5O. . 5O. b. . =. 6* -8 ^tp{½Ngkjrtw@`xyº}c,gcHz{l\bHl~r#`Ml\rt`M^a`3p{vrtBn²Hr ecz{vq Ngwgwt²H`l\c«<^az{p{vql\y`¤gggw+D8cMp{w
(154) l\©ps«µg~`HxqBz{rm^azs`,g~w §²N p{ w `M
(155) v. w3`,«_wgkKl\] rap{`H½xqZ^t`Hpsyql\z{g `Me^axyN`M¹^dcvqrtr#gw3p{r<rtp¨nwg8xy«}`¤cHwal\wg~p{rmwz{g§#rt`psrtnqrd`Hc(¤vqgr
(156). hMBg qg c^agwra^tp¨lurtg6w@g~r C©`«.q`NNgw¸`« & ( * §#np¨ldn±pwz{`Nl~cz½rt` ¶ cy B#rt^a6rt` yy ps C©§#nqp¨ldn6pwg rtrtg ^#rtnyc B yyrtnqg w@g~r ½k2«µ`M^ ¶ cy ¨ `MyÖw@« p¨B g ^jra nqg q`NµB^tg~g3zc,w@Ng~rdgw &ps c,Zyp{ b c c, y «µgcMdwpsqz{g «µ`H^ h t Prtnqg~¶ranqgq`NBg wg~ rmw C c, c, y C K^a g wxyM glurt p{²¤g z{M¤ H g3l~c,c^a6gBzs`Ng l~yc,qzgK§#rap{nqrang ^tg~C+b¬c,w@^dg~%r<cMra` w rt nqgvqqps`M`«c,zsz wg rdw C M c, C KM p{ l\vq^a^tg~Nr ½»nqg C¶w@g~rK«µ`M^K ±pwKwn`,§# 1. =. 1. ;8. Z. ` O 4 _`Na _bNa. Y@. a. . . ` a `pa Gb. bpa _ `Na _ b `. a. b_O. a. . b. a. a. a. . a. . . iO. \l
(157) Ù.
(158) h~.
(159) "!#$% . A1. F2. A3. B2. F4. B4. R2. R1. R4. B3. F3 A4. B1. F1. A2. R3. ZpsbMvq^ag . (¤g~zsg~rt`H6q`NBg&wg~rmw p{w g~g Zp{bcMw# Bc®y»cMnqlg(Byq`H`NqBg¤gNwjkj`,z{« zyra`HnqrtnqgKg~«µ^mgw
(160) cMw@xyp{`MqpszsBg rmww#`Mc,zsvq^agKrtpsl\`M`HSz{`Hc,^t^agg36l\cH`Hwz{`Hq^tz¨gcHl (®cMMw#ra§#nqg~nqfpsrtg¤l~c,q6ranqyg~gw@l~g~cg~%fycMgw l\`¤cHwrmw\ Ïr#pwxy`¤wtw@p{qzsgrtnycrjps C©g~Bpwrmw y§#nqplonpwg rtrtg ^#rtnyc a). b). 8. @ YK. 8. Z. ZpsbMvq^ag &. (¤g~zsg~rt`H6q`NBg&wg~r C+«µ`H^# «µ^t`Me C<
(161) pwrt` vywg%`HqbMgwg¥¤vqg~ylugcMwp{ ¯ q S g x ¬ ` t w @ w { p q s p { z { p @ r © t r ` t ^ ~ g a r t ^ { p. g ¤ ² g p{¸IJNv²¤K B`Mzs`M²¤#zé«gra` h ps3,IJX% ¤`MM p{d bMl\gP»gnqwrtggnq¥¤gvqcMwag~w@wyrtp{^abHluvyg#ql\e6Brtvgg~lu^tNg^trKg`,cH`«w«gwZg z{raCg~` e6p¨I g w3B wrmxwc, `,^d«c,w@g¤%.`Mrtranqnqg±bHg#g6N§#vqw@nqge`M¥¤zsvqygg~g~l\y^`Ml\`,efg «xqz{gpsz{qcHg~gqN¥¤p{wKr@vy#rtc,`6«µzsp{^trtra`Hpsnqegg w bM^ag~gBw@`Mzsvqrtps`M 8. < K. lml. ß. nopoqpq. YK. b. PO.
(162) . 0
(163) . ]M . T! . . «µ`M^ae »nq«µ`Hgz{zs`M`,v§rtz{wNpsq. g#`,« ½kjº}c,z{bH`M^ap{rtne;§#psrtnrtnqgPw2(¤g~zsg~rt`H3p{e6x^t`²¤g~eg\Nr½p{xywg vyB`Nl\`NBg ÄB ¡B µÈ K£ l~c,zl\vqzc,rtg §#p{ran±psyl\`H^txy`M^mc,rtg ½k lp~« c,z l\½vqk zc,rtg `M^#q`3«}cMl\g r#`,« ½kp¨w²Np{`Hz¨crtg rtnqg ½^ag~k e6`. ²¤g y½yc, bM^m½c,k qbH2w g3(¤g~ezsg~vrtz{`Hrtpsxq z{& psg\( ^m*w. `, « `M z¨ «} cMlu½g~k2r l\«µz^tcM`Mwae w psyl\`H^txy`M^mc,rtg ½c,bH^dc,bMg3evqz{rap{xqzsp{g~^mwZ`,« g~§ ½kpsBra` vqx®qc,rag ½cbM^dcqbMg3evqzsrtp{xz{p{g ^dwZ` « «µ¶ `M^ cy»rtnq nqgfg %N`Hrtvq`MnqrtqgKzsbHp{qgxg6^tw`Ng`l\¥¦«gvqNrtg nvqyg±^tl\g g3xy^t`My`N l\g e6Nvqy`M^t®g rtbMnqyg g6yw@gx¥¦^t½v`Nkl\g~gyNl\2w (¤vqg g~^tyzsg g~yrtyq`Hyw ra«µnq`Mg zsz{%`§^t`Mg~w\qra.vqbH§#^tg nqww g g^t¥¤ragSnqvqgfg~ y lugjw`Hwrd%g~cr y q`,w« c,y»rtnqnqpgwExqp{e6^a`Nxl\^tg`B²¤vg~^teg g~yByr p{NbMrt^tg~g ygBwE6rt`g~Nyrtc,^mzcMc,l\yrml\wg<rtrtnqnqgg bHq^t^ag~vqgrtNg.«µ`Hw^d`Hl\z{vqg ra^tp{g `Mz¨6c,«µc,^a`Mrap{e:`H `,«yrt nqg §#nq`Hz{g «µbM^t^a`H`Me:vqyc zsw`Ng~l~r c,z½/cMNl %(By^a`Mg~p{NLg rt^a¨`N«µgBcMvyw@l\p{raqp{zsqgbw`Hrtnqz{vqg3rap{ra`Hnq p{^m<c,zsB`Mp{qefbg~§#ywp{raps`Mn%lu`¤cMwcMw@crdw z{`NÖ^al g~c,z¨z cBw (¤gg~fz{g~wra`M`Mzsvqrtqps`Mv p{z{mr Z Ƚ¢¤ÄNÉ Ä É Ä µÄ¦È & ( * # «}cHl\g~r l\z¨cHwtw . . yyy e6`H qbM g wg¥¤vqg~ylugX . yy bM^ag~gB X prt« nqg yp¨wyg~rartg~^#ranyc, 1. *. 0* ). X1. 1 LO 1. J1. O. 1. 1. ;1. 1. 1. 1. K. 1. _K. PK. PK. h. ). K PK. O. -. K. O. ). PK. . .O . ½k .
(164) y ½k 1. _K. _K. O. . S. K. O. 1. . ð«}cMl\g~r luz¨cMwaw . & ( * . \l
(165) Ù.
(166) Bh.
(167) "!#$% . * #
(168) "-% kj½c,qbH`H^drtc,nqg~bM^fp¨cc,xxq«µv^t`¬ycMl\ldrtn³ps`Mrt` ²Np¨l\c`Me6 xvq"rtg6ranq g qg~§ ½c% bM^m" c,q. bHgevqz{rap{xqzspég~^dwKp¨wra`+e6psqp{ep{Áug c,y Ez{g~g r rK%vyw yg(Nqc `l\§ `MN ²¤ g~ 3 µc,q`Mr<q`Hgql\g gwt}wtc,c^a^tqpsp{z{ra^dc,B^apéÀE¸g ^twg~vqNqrtbHpc,^dqcHBzsg p{Eg~N«µvqr
(169) y lu rt p{`H «µ^t `He c,rKp{Ng rt²¤` g~^t rt `S e6»cp{§<yq`6pse6l\pézsÁ~`¤g w@" g~wz{ vy6ld^an" g~z¨*" c rtg ¦lonqe6^mg~c,$ rae6nq`Ne qw#c,yny" c~²¤yg `,y§<g~ g g ½òy xq`MX ^tra`Hn¶ hx,c`¬ ^tw gg´l\c,zsN`¤vqw@g~^tpsz{q" b6^ag~^t" z¨gcl\rtg~gN=r# ¤.grtc,nq^mg w¸+nq% c`^t§ g" BvycÖzZ«½rara`3nqggcMbMld^dncHB`Mp{rtg nBg~r ^~ .`«½rtngl\`MN²¤g~±g~Np¨w@rdw c,zse6`¤w@r
(170) g ²¤g~^tN§#nqg~^agc,yE¤§#nqg ^tg #B`¤gwjq`Mrg~Np¨w@r~q§ g w@vqywrap{ravqrtg rtnqg~eÂBSwvENp À®g~^tg Brap¨c,z §#n`¤wg3g z{g~º e6g~Nrdw<c,^tg ldnyc,^mcMl\rag~^tpsÁ~gNc±psqg¥¤vyc,zsp{r@ ! " $# %# & # 4 XH §# nqg~^aLg 'p¨ w $c%# q `Mq_g e6Bg~xqqr@`Hrtgl\w`MNra²¤nqg~gB`Hl\`Hr#e6xq^txy`NcHBl\vr3l\w@r#g~`,r«§# nqcployn (w# nq^ap{ ( wXr<rt`)p¨w§ g z{ z{-º (NKq§#`§#ng~6qrtg~ny²¤cg~r^ bMp¨w^mcMB gpsc,g~^aBgr#wr6g Brap`©wrdwurt nqEgSg~`Mr ^t psbM ps ¶! p{¶E* rt n g
(171) _9v<l\Bz{g~pBg`Mc,rt gPrtqnq`Mg^ae vqqp+ ¥¦,v+gK
(172) rag~nBz{g vye6wg~§Ngr.p{c(^tg z{g © rt§#`+nrap¨nqldn g . "% hM `Mefxqvqrtg.-
(173) . ! E* !
(174) B `Mefxqvqrtg
(175) §#psrtn/
(176)
(177) -
(178) ec, %021
(179)
(180) -
(181) B].vqr
(182)
(183) . !
(184)
(185) -
(186) »Özs`Nnql~p¨wc,z<wtld`Mnqxqg~raefp{egKvql~e c%<xxq`H^a`p{N²Br4pB3g c»wnqgp¨¥¤wvqp¨g~wylul~gcvy w!g
(187) B§#nrap¨ldnqng6l\z{`¬`MwtNw²¤g~`,^a«bMgp{Nw«µ`Mra`6^te8c3c,qrtps`M`Mwrdp{crtps `My c ^t §#nqg~»Snqrtgnqwg `H!z{vq
(188) rap{c,`Mx&xql\^t`M`¬cMldwp¨nw@rdww½ `Hp{e6 g^tg~ 3 xqz§#cMl\nqpsg~q^tbg.rtnqgp¨wwvqq®`HBrKpéNÀEpg À®^tg~g~^tNg rtBpc,raz¤p¨c,p{ z{rtg¤nq g<p{rag~^dcrtp{`H wtldnqg~e6 g Bfrtnqgz¨c^tbHg~^5 " 6 87, <§#nq`¬wgg~z{g e6g~Nrdw c,^agldnyc^dcMlurtg~^ap{Á~gB 97: ' $# %# & ;# < E X 1. $ . 1. d1 ] !. K. . ! I. M. " p $ ; !. e $ k >
(189) . Z. a. a. Z. 1. M. 02. % " ] ! _=. O. M. _=. O. `. . O. # 4 ]$ a. lml. ß. nopoqpq. a. M.
(190) M §#»c,ynqnqp¨g~wP `Mwqg~g&rP
(191) l~l\pc,wj`MSzsl\z{gzsc~`¤lu²¤w@rd`Mgwprart`nl\g3`M3 wNqv²¤raqnqg~bM^tg~bH^mcMg~yBw@g~psl\g~r gB 8rtrP`f7,p{Bc3 «µ `Hq ^t`Me§#q`Hcpsz{xqrtzp{rt`HBpsyeg rtw
(192) c,g«µz l\^tr#`H3 e:ranqgqg~p{`MbHynBBypé`HÀ®vqg~^t^tnqg~`¤N`Nrtpc,q`,ps« z{psryrtcnNrvy 3 w » q n S g e , c s p © ¨ p B g c , ` « ) cy/ XA e6g~ranq`Nqw3p¨w3rtnqg) " p{`,ra«<g~^dccvqrtNp{`Hp{z{ pc,^a
(193) xy§`MgKpsBnrmcw
(194) ²¤gP# c,rtr<`H`MbMvqg~ra^nqBg~p¨^#w@xy§#`¤p{wtracnSzEwravqnqqgbHw^dgcH¥¦Bvqp{g~g Nyrdl\w<g 5 %5 # 5 .
(195) «µ" `Mc^ y"6/$ c l\h `M.<zs#k¸z{g}r3l\ rarap{`Hnq g lp{\ `MNrdHcp{gq^agg8wraps^tp¨lurtr½nq`Mgvqq^mwvqg~zs²¤Bgz{gwErtrt`K`raqnqvqgpsz¨²Hc^tvp¨xcBc r X" A d»n$ p¨wZe6g rt nq$!`N$ Kvyw@gwZrtngp{N«µ`M^te8" c,rt`ps`M« y w !
(196) e8 c,
(197) %# " &# X rt` Bg~rag~^tefp{qg cBps^tglurtp{`H`«½Ngwtl\g Br "- «µ`M^ ¤»nqpwZe6gcywZrt`Pe6p{qpse6péÁ~g.rag~^te efp{ !
(198) - !
(199) XH Kwpsqb3e6`NBg z X <rtnqpw¸rag~^te p¨w#cxqxq^a`,Np{e8c,rtgB e c
(200) %# ' !
(201) - &# & !
(202) X H¶p{ran±ranqgz{psqgc,^ap{Ácrtps`M6g~^a^t`H^dw.
(203) !
(204) 7 %# ' !
(205) &# 9 X §g l~c%§#^tpsrtgKranqp¨wpsSc&«µ`H^te e c
(206) ' $-
(207) & !
Documents relatifs
2) Le développement local c'est-à-dire les expériences d'intervention en développement économique communautaire, en économie sociale et en économie solidaire mises
La définition générale du concept d'évaluation formative des apprentissages retenue pour cette recherche constitue une synthèse découlant de la recension d'un ensemble
Effets et pouvoirs de la voix dans la philosophie et la littérature antiques Paris, Classiques Garnier, 2021 (Kaïnon - Anthropologie de la pensée ancienne, 19), ISBN :
relève de traités, et que les États membres sont des États au sens du droit international public, c’est à ce juste titre que J. Fischer peut qualifier l’Union actuelle de
Afin de saisir le déploiement de ce discours, j'analyserai dans un premier temps les représentations liées au temps dans le roman, en m'arrêtant d'abord sur toutes celles qui,
Cette recherche, de type qualitatif, consiste en une exploration de la littérature dont les buts sont de décrire selon divers auteurs, différe ntes expériences
For each sam- pling point is also given the value output of the merging process with the difference between the SH degree 100 expansions subtracted, the index corresponding to the
L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des