• Non ci sono risultati.

Stochastic Ray Propagation in Stratified Random Lattices – Comparative Assessment of Two Mathematical Approaches

N/A
N/A
Protected

Academic year: 2021

Condividi "Stochastic Ray Propagation in Stratified Random Lattices – Comparative Assessment of Two Mathematical Approaches"

Copied!
20
0
0

Testo completo

(1)UNIVERSITY OF TRENTO DIPARTIMENTO DI INGEGNERIA E SCIENZA DELL’INFORMAZIONE 38123 Povo – Trento (Italy), Via Sommarive 14 http://www.disi.unitn.it. STOCHASTIC RAY PROPAGATION IN STRATIFIED RANDOM LATTICES – COMPARATIVE ASSESSMENT OF TWO MATHEMATICAL APPROACHES A. Martini, L. Marchi, M. Franceschetti, and A. Massa. January 2007 Technical Report # DISI-11-067.

(2) ..

(3) 

(4)    

(5) 

(6)     "!$#&% 

(7) %'(. )* + ,. -#& , ./(  + 102# 34  #&  ( #& 57698: ; <'#&( += +> 3? '@2

(8) '#& =A. BDCECEFG$FIHKJMLNCELPORQTSVUXWYEZ[F\G]F^HMZ`_ELPORQTSaUXG]FIbKbMLNc\d\efHgFICEZhbKZ`_EhJKJgLiOkjlSKUEFICEmBDCEmEHKh[FG]FIbKbgFnOoQTS. ORQTSp hqfF^HKJgc\hCrJsdIt@uVCvtPdwHMcF^JMLNdwC'F^CEmyxzdIcc{YvCELNZF^JgLRdwC}|<hZ`_ECEdI~NdwI€IU  CELo‚whHMbMLoJV€'dIt@|@HKhCrJgdvUEƒ„L F\†‡dIccFIHMLo‚wh{ˆ‰EUEu‹ŠlŒIwŽrIŽ{|<HMhCJMdŠ‘u’JgFI~R€ |@h~‹“‘”Œw•ŽI‰r–‡ˆ+wr—IŽrI˜‡UEeXFš™$”Œw•ŽI‰w–vˆ+wr—IŽI•wŒ › ŠVcFILN~Tœ=Iž ŸI¡g¢Mr£N¤\š¥`¥E¦=§¨žn©r£Nªnžf§¨«Tž £N§¨«¨¬­Ižfž r£N¤\I¡"«i§¨žf§l¦&ŸI§¨«’£Nªnžf§¨«iž £N§¨« ® h¯‡ŠVqEFIwhIœz°n«i«²±´³¶µrµ ···‘£i¢1¸N¢MŸI§ir£N§¨žn©r£Nª‡žf§¨«iž £N§¨« O¹jlSp hqfF^HKJgc\hCrJsdIt › ~RhZ1JgHMLRZ[FI~´FICEm]xzdwc\qEYvJghH › CvwLNCEhhHKLNCEEU  CELo‚whHMbMLoJV€dIt<x=FI~RLRtPdwHKCEL FFšJº†vF^C p LRhwdEUn•r^ŽwŽ{»LN~Rc¼FIC p HMLR‚IhIU‡WF{½Idw~R~ FvUnxzB¾•r—IŽw•IŒšŠlŽI‰wŽr˜‡U  †nB › ŠVcFILN~Tœ-¤\š¥`¥1§¨¤¼¿‡¦s¢`À`¢£NªfÀ`¥Ÿr£i¢MŸIª. ˆ.

(9) 

(10)    

(11) 

(12)     "!$#&% 

(13) %'(. )* + ,. -#& , ./(  + 102# 34  #&  ( #& 57698: ; <'#&( += +> 3? '@2

(14) '#& =A. BDCECEFG$FIHKJMLNCELTUEWYEZ[FG]FIHKZ`_EL‹U G$FIbMbKLNc\deXHMFICEZhbMZ`_vhJMJML‹U FICEm BsCEmEHMhF¼G$FIbMbMF. Á ´Ã`Ä"ÅÆrÇÈÄ ÉTÊ2ËVÌrÍÏέÐÏÑgËVËlÑgÒ"ÓrÒaÔ`Õ2ÖrÒl×[ÖnÔؚÔËVÍÏ×[Ê\ͲÊÎVËVÒaÔËV͹ÙnÑ`Ú\ÎlÑgÛ͹ÜPͲÊwِÊrͲËlѺÖEÑgÒlÝ`×[ÐoÔËVÍÏ×[ÊÐoÔËVËVÍÏÝ`Ñ`έÝ`×[ÊwÜ ÎVÍÏÎVËVͲÊrØ+×ÞԄÎVߐÝ`Ý`Ñ`ÎlÎVÍÏ×[Ê×ÞàßrÊr͹ި×[ÒVÛáÚrÑgʐÎVͲËiÕ{ÐoÔ"ÕÈÑgÒlέÍÏÎÝ`×[ʐÎVÍÏÚrÑgÒlÑ`Úfâ@ãXä@×Úw͹åEÑgÒlÑgÊ^Ë­Û

(15) ÔËV̐ÑMÜ Û

(16) ÔËVÍÏÝ"ÔдÔÖrÖrÒl×ÈÔ[Ýa̐Ñ`έި×[ґÔÊnÔвÕ^ËVÍÏÝ"ÔввÕæÑgçèÔвßnÔËVͲÊrØ+ËV̐Ñ=ÖEÑgʐÑgËVÒaÔËVÍÏ×[ÊÚrÑgÖrËVÌÔÒlÑ=ÖrÒlÑ`ÎlÑgÊ^ËlÑ`Úfâ ÉiÊ×[ÒlÚrÑgÒËl×Ý`×[ÛÖnÔÒlÑ&ÖvÑgҒި×[ÒVÛ

(17) ÔʐÝ`Ñ`ΑÔʐÚ{Ël×+Ô[ÎlÎlÑ`ÎaÎ@ËV̐Ñ=ÒaÔÊrØÈÑ×ÞàçèÔвÍÏÚwͲËiÕ{×Þ´ËV̐Ñ=ËTä@×

(18) ÔÖwÜ ÖrÒl×ÈÔ[Ýl̐Ñ`Î"ӐÔÊ{ÑMéwÌnÔߐÎVËVͲçÈÑ=ÎlÑgË×ÞXÊ^ßrÛ+ÑgÒVÍÏÝ"ÔÐXê×[Ê^ËlÑM܋ë ÔÒVÐÏ×ÜPвͲìÈÑ&ÑMéwÖvÑgÒVͲÛ+ÑgÊ^ËlÎ ÍÏÎ<ÖrÒlÑ`ÎlÑgÊ^ËlÑ`Úfâ. í$îrïñð{òXóšô@õ œ ö hHMZdI~ F^JMLNdwC÷Jg_EhdwHK€IU†nJgdnZ`_fFIbaJgLNZ$HgF[€÷JgHgF^ZLNCvEU&ø„qvJgLRZ[FI~HgF[€÷qEHKdwqfFIrFšJgLNdIC U&†nJMHgF^JMLRùfhm HgFICvmEdwcúc\hmvL Fv“ —.

(19) û. ü æ\% ý -. ® [F ‚Ih\qvHMdwqfF^rF^JgLRdwCþLNCÿHMFICEmEdwc4chmEL F}LRb+F'Z`_fFI~N~RhCEILNCE'HKhbMhFIHMZ`_9JgdwqvLNZ毠hZ[F^YEbMhdIt‘Jg_Eh~NFIHMwh CYEc{¯ hHdItæFIqvqE~NLRZ[F^JMLNdwCEb¼HgFICEILNCEñtPHMdwc &LNHMh~NhbMbZdwc\c{YECELRZ[F^JMLNdwC LRC¾Zdwc\qE~Nh"™ chmEL Fψk— YEq Jgd]HMhc\dIJMh}bMhCEbMLRCE   Œ ‹ “ -€ ZdwCvbMLNmvhHMLRCE]JM_Eh}q hHMZdw~ FšJgLR‚Ih¼c\d‡mvh~‘qEHMdwq dwbKhmñLN. C  ‰ T

(20) U &_EhHKh FIYvJM_EdwHMbmvhbMZHMLR¯àhm*Jg_vhæYEHM¯fF^C*hC‚nLRHMdwCEc\hCrJ

(21) LNCþJMhHMc\bdItzF'YECELRtPdIHMc HMFICEmEdIc ~ F^JKJgLRZ h   TU Jg_ELRb ~Nh1JMJghH„LNbtPd‡ZYEbMhm*dICyJg_EhFICEFI~R€nbMLRb„dIt‘qEHKdwqfFIrFšJgLNdIC]LNCþbaJgHMF^JgLoùfhmþHMFICEmEdwc4chmEL FZdwCEbKLNbaJgLNCv'dIt F'mELNbKZdwCrJgLRCYEdwYEb

(22) bMYEZZhbMbMLRdwC dIt-~ F[€IhHMb &LRJM_*YvCELRtPdwHKc mEhCEbMLoJV€w“uVC*qfF^HKJgLRZYE~NFIHUbKYEZ`_ F zdIH þLNb FILNc\hm$F^JsqEHMdè‚nLNmvLNCE¼FIC]h"™v_EFIYEbKJMLR‚Ih{CYEchHMLRZ[FI~‚^FI~NLRmfF^JMLNdwC dIt J -d}cF^Jg_vhcF^JgLRZ[FI~FIqvqEHMdrF^Z`_EhbU Jg_EhstPdwHMc\hH-¯fFIbMhm dwC¼Jg_vhHMhbKYE~RJ=LN C  ‰ TU‡Jg_vh„~ F^JKJghH=FIqEqv~R€nLNCEJg_EhDJM_EhdIHK€}d^tJg_Eh

(23) G]F^H Id肼Z`_fFILNCvb  – ‹“ |º_ELNb~RhJMJMhHLNbdwHKrFICEL hm FIbætPdw~R~Nd &b“÷uVC †‡hZ1JgLNdIC —‡U‘Jg_Eh qEHKdw¯E~Nhc LNb¯EHKLNh E€ñmEhbKZHKLN¯ hm F^CEm Jzd2c¼F^JM_EhcF^JMLNZ[F^~XFIqEqEHKdrFIZ`_EhbºFILNc\hm¼F^J=h1‚^FI~NYfFšJgLNCv

(24) JM_Eh„qEHKdwqfFIrFšJgLNdICmEhqvJg_ F^HMhDLRCrJgHMdnmEYEZhm “ †‡hZ1JgLRdwC¼Œ

(25) qEHMdè‚nLNmvhb-JM_EhHMhbKYE~RJMb-d^tF

(26) HKhqEHKhbKhCrJ`F^JMLR‚Ih„bMh1J=dIt´CnYvchHMLNZFI~Xh1™‡q hHMLRchCrJgbU &_ELR~NhºùfCfFI~ Zdwc\c\hCrJgb&FICvm$ZdwCEZ~RYEbMLRdwCEb&FIHKhmEHgF &C$LNC$†‡hZ1JgLRdwC ‰E“. . @ >1#&(. < #&( #&ú

(27) % ; <'#&( += +>¼+ ( ý'> 12. W hJ{Yvb2ZdICEbMLRmEhH2F]bKJMHgF^JMLRùfhm HgF^CEmEdwc ~ FšJMJgLRZhmEhbMZHKLN¯ hm ¯r€9Jg_Eh\tPdw~N~Rd&LRCE dw¯EbaJ`FIZ~NhbmEhCvbMLRJV€ mELNbaJgHKLN¯EYvJMLNdwC '((  Q + ,- %/.102"43 ,^Q&5 "768 Q (( (  j + ,^Q 02"43 ,[9j 5 "768 j > ˆ ? !"$#&% ) ( “““. ((. ((*  : + , <: ; Q 0="43 , : 5 "468

(28) : “ ““. &_EhHKh @A"$# LNb

(29) Jg_Eh'qEHKdw¯fFI¯vLN~NLoJV€þJg_fFšJF]bMLoJgh}¯ h~RdwCEwLRCE$JMdyJg_Eh " Š‹Jg_ HKd LNbd‡ZZYEqvLNhm÷FICvm 8&: mEhCvdIJghb„Jg_EhCBXŠ’JM_þ~ F[€whHZ`_fFIHgF^ZJghHMLhmÿ¯r€þF^Cþd‡ZZYEqfF^CEZ€]qEHMdw¯EFI¯ELN~RLRJV€ : FICEmÿZdwCEbKJMLRJMYvJghmþ¯€ Jg_Eh+HKd &b&¯ hJ -hhC , :<; QEDGF # FICvm , : “ |º_Ehºh~RhZ1JgHMdIc¼FIICEhJMLNZzbKdwYEHKZh&LNbF^bMbMYvchmJMd¯àhº~Rd‡ZF^JghmæLNC{JM_Eh&FI¯ dȂIhºhc\qvJV€{_EFI~Rt Š’qE~ FICvh=FICEm{JMd Œ.

(30) HgFImvL F^JMhFºcdwCvd‡Z`_EHKdwcF^JgLRZqE~NFICEh

(31) zFè‚Ih-LRcqvLNCEwLRCEzdIC+JM_Eh­~ F^JKJgLRZhH&LoJg_

(32) FInCvd&CLNCEZLNmEhCEZh­F^CEw~Nh J “ › FIZ`_$bMLRJMhLNbº~NFIHMwhZdwc\qfFIHMhm'JgdæJg_EKh zF[‚wh~RhCE^Jg_ UfJg_vhHMh1tPdwHMhJM_Eh+LNCEZLNmEhCLJ zF[‚wh

(33) LNbºc\d‡mEh~Nhm LNC

(34) JghHKcb@dIt FDZdw~N~RhZJMLNdwC

(35) dItXqfF^HgFI~R~Nh~rHMF[€‡b“­†‡YEZ`_æHMF[€‡bYECEmEhHMwdbKqàhZYE~NFIHHKMh fhZJgLRdwCædwC{dI¯EbKJgFIZ~RhbU &_ELN~Rh=dIJM_EhH­h~RhZ1JgHMdIc¼FIICEhJMLNZ=LRCJMhHMFIZJMLNdwCEb FIHMh&CEhw~NhZJghm “ |º_Eh&qEHKdwqfFIwF^JgLRdwCæLNb JM_EhC\mEhbKZHKLN¯ hm ¯r€*mvhJghHMc\LNCELRCE'Jg_EhqEHMdI¯fFI¯ELR~NLRJV€$Jg_fFšJ{FbMLNCvw~NhHgF[€ÿHKh[FIZ`_EhbæF$qvHMhbKZHKLN¯ hm ~Rh‚whO~ NÿLNCEbKLNmEhJg_vh ~ F^JKJgLRZh„¯ htPdwHKh¯àhLNCEHKMh fhZJghm]¯fF^PZ 'LNC}Jg_vhF^¯àdè‚wh

(36) hc\qvJV€'_EFI~Rt Š’qE~ FICvhIRU QTSVU .XWY[Z N]\ .R^ “. _O`ba ced&fRgRhjilkTdTmjnporqlqsf@tTdTu@v wMc xzy oG{ |º_Eh ùfHKbKJcF^Jg_Ehc¼FšJgLNZFI~^FIqEqEHKdrFIZ`_+LNb ¯EFIbMhmdwC„JM_Eh Jg_vhdwHa€qEHMhbMhCJMhmLNC| ‰<TU&_vhHMh}Q&SVU .WY~Z N]\ .R^ LNC$F\HMFICEmEdIcYECELRtPdIHMc wHKLNmLNbh‚^FI~RYfF^Jghm$¯r€$FIqEqv~R€nLNCEæJM_EhJM_EhdwHa€ dIt JM_Eh{G$FIHKJMLNCErF^~NhHgF^CEmEdwc qEHMdnZhbMbKh1b  ˜ T“&Wh1J„YEbsCEdIJMLNZh+Jg_EF^J„F\mEhbKZHKLNqvJMLNdwCdIt JM_Eh2HMFè€qEHKdwqfFIwF^JgLRdwC LNC$JMhHKcbdIt­F¼G]FIHaŠ JgLRCErFI~Rh2HgF^CEmEdwc4qEHMdnZhbMb

(37) HMh YELRHMhb+JM_fF^J+HMFè7 € €KYEcqvb„tPdw~N~Rd &LRCEJM_EhæùfHMbaJ

(38) dwCEh\FIHMhæLRCEmEhqàhCEmEhCrJU LNmEhCrJgLNZFI~N~o€\mELNbaJgHMLR¯EYvJMhm$FICE m hHKdc\h[F^C “=†nYEZ`_yFIC$FIbKbMYEc\qvJgLRdwC LNb&whCEhHMFI~N~o€¼‚whHMLoùfhm$qEHMdè‚nLNmEhm Jg_fFšJ{Jg_Eh'LRCEZLRmEhCrJF^CEw~NhLNb{CvdIJ{JgdndytiFIH2tPHKdwƒ c ‚„< æFICvmñJM_Eh'~ FšJMJgLRZhLNb{mEhCEbM† h ¶ T“ BsC h1™nJghC‡Š bMLRdwC$d^tbMYEZ`_ÿF^CyFIqEqvHMdrFIZ`_Jgd\Jg_EhLNCE_EdIcdwIhCEhdwYEb&Z[FIbKh{_fFIb¯ hhC]qEHMdwq dwbKhmyLRz C ¶<• Ts“ ‡d zh1‚whHU c¼FšJg_Ehc¼F^JMLNZFI~ZdwCEbMLRmEhHMF^JgLRdwCEb

(39) FIb zh~N~‘FIb

(40) CYEchHMLRZ[FI~h"™vq hHKLNc\hCrJgb

(41) _fF[‚whbM_Ed &C JM_fF^J

(42) Jg_Eh\dw¯‡Š J`FILRCEhm bKdw~NY‡JgLNdIC LNb{HKh~RL FI¯E~RhLRC ZdwHKHMhbMq dwCEmEhCEZ h &LRJM_ dw¯EbaJ`FIZ~NhMb ˆ mEhCEbMLoJV€ qEHMd^ùf~Nh‰b &LRJM_ bMcFI~N~ ‚^FIHMLNF^JgLRdwCEb“@|º_EhHKhtPdwHKhIU FICFIm‡Š’_EdnZ„tPdwHMc{Yv~ F^JMLNdw7 C &_EhC$mEh[FI~RLNCEC &LoJg_ bKJMHgF^JMLRùfhm HgFICEmvdwc ~ FšJMJgLRZh LNbºcFICEmfFšJgdwHa€w“ B bKJMHgF^JMLRùfhm+hCr‚nLNHMdICEchCrJZ[FIC+¯ hcdnmEh~RhmF^bF&bKYEZZhbKbMLNdICdItnYECvLRtPdwHKc¾~NFè€IhHKb

(43) U 8&:RŠ B % F‹+ŒR+Ž!+A ^ FICEm$F^Jh[FIZ`_$~ F[€whHºJg_Eh+qEHKdwqfFIrFšJgLNdICLRbºc¼FšJg_Ehc¼F^JMLNZFI~N~o€mvhbMZHMLR¯àhm$Jg_vHMdwYEI_JM_Eh+bMdw~RYvJgLRdwC qEHMd^Š qàdIbMhm÷LNG C  ‰ T“÷uVC÷qfFIHaJgLRZYE~NFIHU JM_Eh qEHMdw¯EFI¯ELN~RLRJV€9Jg_fFšJ\F9HMFè€ tPHMhh~R€ ZHMdIbMbMhb¼~NFè€IhH 8

(44) : ¶LT“ h^“RU­Jg_vh qEHMdI¯fFI¯ELR~NLRJV€+JM_fF^J-FHgF[€{JgHMF[‚wh~RLNCEK &LoJg_qàdIbMLRJMLR‚IhºmELNHKhZJMLNdwCæLRCæJg_Eh&~Nh1‚wh~ , :<; QVDF # HMhFIZ`_Ehb‘~Nh1‚wh~ , : ¯ htPdwHKh+¯àhLNCEæHKMh fhZJghm]¯fF^PZ 'LNC ~Nh1‚wh~ , :<; QVDF # LRb&h YfFI~ JMd. '( ) , :% , :; QVDGF‹+ > — ? ‘ O: % ’ Q&SVU , :; QEDF #&WY[Z , : \ , :; Q“DF #P^K% (* ‹F + –˜— ”•<• ™ • š F œY › ž™ •O• Ÿ + , |:   , :; QVDGF‹+ ‰.

(45) &_EhHKh ›  • % F Y¡  • %¢›!£¥: ¤§¦$¨j© Q LRbsJM_EhæhMªàhZ1JgLR‚IhæqEHMdI¯fFI¯ELR~NLRJV€'JM_fF^J+F}HMF[€yZHKdwbMbKhb

(46) F}~Nh1‚wh~«&LRJM_ d‡ZZYEqEFICEZ€}qEHMdw¯EFI¯ELN~RLRJV€ M: &LoJg_EdwY‡JFICr€'HMhfhZ1JgLNdICEbU­¬ :%® , :KY , :<; Q Y F # F^CEm ,¯ % Nà“ -€ñFIbKbMYEc\LNCvÿJM_fF^JJg_vh~Rh‚Ih~°N ¯àh~NdwCEIbJMdþJg_Eh ~ F[€IhH 8 ¯ U-JM_Eh HgF[€ qEHKdwqfFIrFšJgLNdIC LNCEbKLNmEh'Jg_vh &_Edw~Rh\~NF^JMJMLNZhæLNb+cdnmEh~NhmþJM_EHMdwYvw_9JM_Eh¼G]FIH ^dè‚*Z`_EFILNC¡ –­bM_Ed&C LRC eLRwYEHKh\—‡U±&_vhHMh\bKJgF^Jghb "© FICEm " ; mEhCEdIJMhæF¼HgF[€JgHMFè‚Ih~RLNCE}LRCEbMLRmEhJM_Eh{~Rh‚wh~ " &LRJM_yq dwbMLoJgLR‚Ih{FICvmþCEhrFšJgLR‚Ih2mELRHMhZJgLRdwC U HMhbMq hZJMLR‚Ih~R€IUXFICE³ m ² :O% ’ F Y ‘ : “­BºZZdIHMmELRCEw~R€IUvJg_vh+tPdI~N~Nd &LRCE2bKdw~NYvJMLNdwC'LRbºdw¯vJgFILNCEhm. ›Q  ¯ ; · µ µ Q ¶ D › Q :¸ j¹ ”Q • µ •• D ” •º” – ••» ¶P¼. Q&SVU .‰WY~Z N œ6 8 ¯ \ .R^´%. > Œ‹?. _O`§_ ced&f!½Tt“¾¿orqsqlf@tTdTu@v wceÀGÁ o¢{ uVC bMYvZ`_ F^C FIqEqEHKdrFIZ`_ JM_Eh}dwHKLNwLRCfFI~‘— p HMF[€Š’qEHMdIqfFIrF^JMLNdwC*qEHMdI¯E~Nhc LRbHKhZFIbKJ\FIb2F]bMLRcqv~Nhˆ p gH FICvmEdwcÂ=FI~2qEHKdw¯E~RhcÂ&_EhHKh&JM_Eh=mEhqàhCEmEhCEZhdwCæJg_EhºLRCEZLRmEhCvZhºFICvw~Nh J LNbF[‚wdILNmEhm³ψèŽ<T“Bsb­F c¼FšJMJghH-d^ttiFIZJRU &_EhCEh‚IhHF2HgF[€_ELRJMb=F‚IhHaJgLNZFI~XtiFIZh„LoJzmvd‡hb=CEdIJzZ`_fFICEwhLoJgb‘‚whHaJgLRZ[FI~ mELNHKhZ1JgLNdIC dIt­qEHKdwqfFIrFšJgLNdIC “D|º_YEbRU €KYEbKJHKMh fhZJMLNdwCEbdICy_EdwHK¥L dICJgFI~tiFIZhbVU &_EdwbKhæCYEc{¯ hH„LRbDLNCvmEhq hCEmvhCrJ tPHMdwc J UXFIHKh

(47) Jg F IhC]LNCrJMdF^ZZdIYECrJ[“=BºZZdwHKmELNCEI~R€wUfYvCEmEhH&Jg_vhF^bMbMYvcqvJMLNdwC Jg_EF^J&Jg_Eh

(48) qEHMdIqfFIrF^JMLNCE HgF[€ CEh1‚whHZHMdwbKbMhb\Zh~N~Rb{Jg_fF^JLoJ_fFIb\FI~RHMh[F^mv€ hCEZdwYvCJMhHKhm FI~RdwCEþLoJgbæqfF^JM_ > ‚whHMLRùEh m &_EhC J LNb„CvdIJJgdnd}tiFIHDtPHKdwà c ‚„ FICEmÿLNCyJM_EhæZ[FIbKhdItzbKqfFIHKbMhHgFICvmEdwc ~NF^JMJMLNZhPb ?"U HgF[€]qEHMdwqEFIrF^JMLNdwCyLRCÿF whCvhHMLRZDCEdICnYvCELRtPdwHKc HgFICvmEdwc ~ F^JKJgLNZh&LNbzc\dnmEh~RhmJM_EdwHKYEw_¼JM_Eh+G]FIbH Idè‚Z`_fFILNC¼bM_Ed &C LNC¼eLNE“Œ &_EdwbKh

(49) bKdw~NY‡JgLNdIC'LNb. > ‰Ì? + N]Ë F‹+ $· Ç ;› Æ Q › j FÄD › Q › j<Å ¸ - ¹ ” È »–É ” È È»»É ÉÊ» ¶ ¼ &_EhHKh ÍL% F Yœ›Í mEhCEd^Jghb&Jg_vhd‡ZZYEqfF^CEZ€ qEHKdw¯fFI¯vLN~NLoJV€¼d^t@JM_Eh " Š‹Jg_ ~Nh1‚wh~‹“  CE~RL¥^hzJg_fFšJ­LNCζ•<‹UrbKYEZ`_}F„tPdwHKc{YE~NF^JgLRdwC2bMF^JgLRbKtiFIZ1JgdwHKLN~R€-dwH b­LNCæmvh[FI~RLNCE+FI~RbMd´&LoJg_æ_ELRw_mELNbKZdwC‡Š JgLRCnYvLRJgLRhb¶<@FICEm]JM_EhHKhtPdwHKhIU LRJ_Edw~RmEb&JgHMYvh

(50) tPdwHbKJMHgF^JMLRùfhm]qEHKdIùf~RhbUàFIbLzh~N~T“º|º_nYvbU´LoJLNbhCEdwYvw_ Q&SVU .XWY[Z N \ .R^%. .

(51) JgdZdIbKJgYvcLh > ̉ ?-JgdbKJMHgF^JMLRùfhm$qEHKdIùf~RhmEhJgFILN~Rhm'LNC > ˆ ?1“Bt¨JghH&bKdwch+F^~Nwh¯EHgF‰-hIhJ. Q&SVU .XWY[Z N 68 ¯ \ $. ^K%. Õ. › jQ.  ¯ · ¶ F9D › jQXÏ ”– ж ¬ Q Y F # D :¸ j°Ñ ”•b” – ••» ¶ D – • ” ™ •ÓÐ • Ò[Ô. >  ?. Ö ý ( #=@= +>=× +>% +1. uVC]dwHKmEhHJgd¼‚^FI~RLNmfFšJgh+FICEm]Zdwc\qfFIHKh

(52) JM_Eh2qEHKdwq dwbMhmybMdw~RYvJgLRdwCEbUàF^Cyh1™‡_fFIYvbKJgLo‚wh{bKhJDdIt­CYEchHMLRZ[FI~ h1™‡q hHMLRchCrJgb2_EFIb2¯ hhC Z[FIHKHMLRhm dIYvJ[“uVC qfFIHaJgLRZYE~NFIHU¯ dIJg_ JM_EHMhh1Š„FICEm tPdIYEHaŠ’~ F[€whHMb

(53) ZdwCvùEwYEHgFȊ JgLRdwCEbæ_fF[‚wh¯ hhC÷J` F ^hC LNCrJgd9FIZZdwYECrJ¯r€ ‚^FIHMLRCEþJg_Ehd‡ZZYEqEF^JgLRdwCñqEHMdw¯EFI¯ELN~RLRJV€*dItsh[FIZ`_ ~ F[€whH U M:!Š B % F‹+AA+PØ ^ ¯àh1J zhhC .  . „F^CEm . ÙŽ „C&LoJg_ bKJMhq . AF T“ Úsd_ELRw_EhHºdnZZYEqfFICvZ€'qEHKdw¯fFI¯vLN~NLoJV€ ‚^FI~NYEhb&_fF[‚wh

(54) ¯àhhC]ZdwCEbKLNmEhHMhm$bMLRCEZh^U LRC$dIHMmEhH&JMdhCEbMYvHMh2qvHMdwqfF^rF^JgLRdwC UvJM_Eh+d‡ZZYEqEFICEZ€qEHKdw¯fFšŠ ¯ELN~RLRJV€'c2YEbKJs¯àh~Nd -hHsJM_fFIC]JM_Eh{bKd^ŠVZFI~N~RhmqàhHMZdI~ F^JMLNdwC Jg_EHKhbK_Edw~Nm Û    > Û9Ü®.  ‚ .ÌÝ Œ „ætPdIHsJg_vh JzdšŠVmELRchCEbMLRdwCfFI~‡Z[FIbKh ?1“‘GdwHMhdȂIhHUntPdwH­Zdwcqv~NhJMhCEhbMbU‡mEAL ª´hHMhCJ­‚^FI~RYEhb­dIt Jg_EhLNCvZLNmvhCEZhsF^CEw~Nh _fF[‚wh+¯ hhC$h‚^FI~RYfF^Jghm U J % U F „< +­Ž . + ‚„< +­Þ . + Ý „< ^ “ BDb­F„HKhtPhHKhCEZhIUrJg_vhºqEHMdwqEFIrF^JMLNdwCmEhqvJM__EFIb ¯ hhC\hbaJgLRc¼F^JMhm{¯r€\GdwCrJgh1Šlx=FIHM~Rd^ŠV~R¥L ^h-HMFè€rŠ‹JgHgF^ZLNCv h1™‡q hHMLRchCrJgb“uVC¼qfFIHaJgLRZYE~NFIHUwtPdwH­hFIZ`_}mEhCEbMLoJV€qEHMdIùE~NhsFICEm\LNCEZLNmEhCEZhsFICEw~RhIU F .‹. HgF^CEmEdwc wHKLNmEb _fF[‚wh ¯ hhCñwhCEhHMF^Jghm F^CEm tPdwH{h[F^Z`_ dIt&JM_Ehc „ .‹. HgF[€nbæ_fF[‚wh ¯ hhC÷~ F^YECEZ`_EhmñtPHKdwc mvL ªàhHMhCrJ hCrJgHa€qàdwbKLRJMLNdwCEb“&|º_EhC ßU Q&SVU .WY[Z N 6œ8 ¯ \ .R^ _EFIbD¯ hhCþhbKJMLNcF^JghmtPHKdwcJg_EhZdw~R~NhZJgLRdwCdIt qfF^JM_Eb&LNC}Jg_vh+ùEHMbKlJ NÌà´áRâ % ŽÌŒ ~Nh1‚wh~Rb“ uVC*dIHMmEhH+JM³ d YfF^CJMLRJgF^JgLo‚wh~o€þh‚^FI~RYfF^JMh{Jg_EhFIZZYEHgF^Z€ÿdIt-Jg_EhqEHKdwqàdIbMhm*ch1Jg_EdnmEbU@~RhJ+YEb

(55) mEhùECEh Jg_EhtPdw~R~Nd &LNCv2hHKHMdwH&LRCEmEh1™‡hbUfCfFIc\h~o€¼JM_Eh+qEHMhmELNZ1JgLNdIChHMHKdwLH ã. Å. ‘ ,ç U ‰. WY[Z N ^lY ‘ , µ U .XWY[Z N ^ .‹. F + ‘ ,ç U .WY~Z N ^ì 4 è  é ê í Åsäæå å Å ë FICEm'Jg_vh

(56) c\h[F^ChHMHKdwHîžã<ï îã<ï N‹ð«F ñjò ź· ó!ôõ ã + ¸Q Å ä – Å ã. > –‹? > ˜ ?.

(57) &_EhHKhDJg_vhbMYE¯‡Š’bMZHMLNq‡JgbIö LNCvmELNZF^Jghb-Jg_vhD‚^FI~NYEhshbaJgLNcF^JMhm÷&LoJg_¼JM_EhHMh1tPhHMhCEZh+F^qEqEHMdwFIZ`_ FICEm ‘ bKJgFICEmEbztPdIH-Jg_vh„bgFIc\hs‚^FI~RYEhDh1‚^FI~NYfFšJghmJg_EHKdwYEw_'hLRJg_vhH > ŒÌ?‘dIH >  ?1“‘G$dwHKhdè‚whHUE~RhJzYEb=mEh1ùfCEh„Jg_vh w~NdI¯fFI~´c\h[F^ChHMHKdwLH ø û > ‹ ? ø ù F · û ú îã<ï + û ä ¸Q ù ¯ hLNCv

(58) JM_EhJMdIJ`F^~fCnYvc{¯àhH­dItZdICEbMLRmEhHKhm¼dI¯EbKJgFIZ~Rhb ˆmEhCEbMLoJV€qEHMd^ùf~NhbzFICvœm îã<ï JM_Ehsc\h[F^ChHMHMdIH HMh~ F^JMLR‚whsJgdJg_EXh ü Y Jg_]mvLNbKJMHMLR¯EYvJgLRdwC “ efYEHKJM_EhHKcdwHKhIULRC÷dIHMmEhH{Jgdþh[F^bMLN~RLR€*LNmEhCrJgLRt¨€ FþqEHMd^ùf~Nh^U‘~RhJæYvb\YvbMh'Jg_Eh'LRCEmEh"™vhb F U Œ U Ž }U ‚þtPdwH LNCEmvLNZ[FšJgLNCv FIC d‡ZZYEqEF^JgLRdwC qEHMdw¯EFI¯ELN~RLRJV€÷h YfF^~„Jgd .  . „‡U . F „nU . ÙŒ „‡UDFICEm . ýŽ „‡UsHMhbKqàhZJMLR‚wh~R€I“ BºZZdwHMmELRCEw~o€wUàF}bMh YEhCEZhdI}t ¬ LRCEmEh"™vhb„mEhCEdIJgh÷ F ¬ Y ~ F[€whHMbbKJMHgF^JMLRùfhmþqEHMd^ùf~Nh^U´h[F^Z`_þh~NhchCrJ dIt­Jg_EhæbKh YEhCEZh\LNCEmvLNZ[FšJgLNCvJg_vhæd‡ZZYEqfFšJgLNdICþqEHMdw¯EFI¯ELN~RLRJV€ dIt‘Jg_vhæZdwHKHMhbKqàdICEmELNCv  B Y Jg_ÿ~ F[€whHMb“ BDbæF^C h1™vFIc\qE~Nh^UqEHMdIùE~Nh Ž ‚ Œ Ž LRmEhCrJgLoùfhbFtPdwYEHaŠ’~ F[€whHMb{qvHMdIùf~R÷ h &_EhHMh  Q %þ. ÿŒ „nU  j %þ. ýŽ „‡U Æ9%¢. AF „æFICEm O%/. ÙŒ „‡“. L`ba  i¿gRvln¡tTmºn/t7g!vsn

(59) gRdTußmjn nEi

(60) $h§g WhJ

(61) YEb

(62) HMhtPhHJgd$FIC*LRCEZLRmEhCvZh\FICEw~Rh J hM YfFI~Jgd‚„<

(63) FICEm9ZdICEbMLRmEhH\¸N¿š· Ÿn¢1žv¥1§¨«± ¡g¿­¸N¢`¥ > LT“ h^“RU M: % U .  . „ + . AF „ ^ + B % F +AA+PØ 2? FICEm °n§o©š°ñŸn¢1žv¥1§¨«¼± ¡g¿­¸N¢`¥ > L‹“¶hI“oU M: % U . ÿŒ „ + . ýŽ „ ^ + B % F‹+AA+ N@"? “ ® LoJg_þHMh1tPhHKhCEZh\JMd eLNwYvHMhb‰ F^CEm }F^CEm9FIb+h1™‡qàhZJMhm U<LRJZFICÿ¯àhæCvdIJgLRZhmþJM_fF^JJg_vh G„ƒB¾dwYvJMqàhHKtPdwHKcb‘Jg_Eh+G|»+BG&_EhC mEhFI~NLRCEX&LoJg_y¸N¿š· Ÿn¢1žv¥1§¨«D± ¡`¿­¸N¢`¥`¬­&_vLN~Nh&Jg_vh+G$|»B LNb¯ hJKJghH

(64) LNCÿZdwHMHKhbMq dwCEmvhCEZh÷&LRJM_ °n§o©š° Ÿn¢1žv¥1§¨«æ± ¡`¿­¸N¢`¥w“|º_ELNb

(65) LNbtPYEHaJg_EhH

(66) ZdwCvùfHKchm*¯r€ÿJg_vh chFIC hHKHMdwHº‚^FI~NYvhb“­BsbtiFIH&F^b&JM_EhJg_EHKhh"ŠV~ F[€IhHMbqEHKdIùf~NhbFIHMh+ZdICEZhHMCEhm U &')!(+#"%*,$ $ ¼ % ŒRÙŒ‹Œ U QijMQ ¹ &' )#"-$ &' )(+*,$ &' )(+*,$ ‹ ‚ ‚ E U w U I F E C m ‚  “ z x w d E C  Z  h K H E C N L E C sJg_Eh‘tPdwYEHaŠ % F Ý   !#"%$ ¼ 'Æ jÆ % F ÙÞ‹Þ .' /(+*,$ ¼  !#"%$ ¼ 'Æ jÆ % Œ$ Ý M j i Q j ~ ¹ F[€whHMb¸N¿š·:Ÿn¢1žv¥1§¨«± ¡g¿­¹ ¸N¢`¥rUOîã<ï à 1¯ 0 á %¿.  Ý F-2 ‚n¹ b“îžã ï à43+5@á % F‹ „ „ 2 > qEHKdIùf~Rh FŒRFŒ ?

(67) F^CEm îžã<ï à ¯10 á % . AF Ý 2 ‚nb“7îã<ï 4à 365@á % Œ$. 7,8,2 > qEHMd^ùf~Nh ŒRFŒRF "? “+ø„CyJg_Eh2dIJg_EhHD_fF^CEm UTîã<ï à ¯10 á % F‹ ‚ ,Œ 2 ‚‡b“³îã ï 4à 365@á % . 9 7Ì,Œ 2 > qEHMd^ùf~Nh Ž ‚ Ž ‚D? FICvmÓî˜ã ï à 1¯ 0 á % F  Ý 2 ‚nb“³îã<ï 4à 365@á % . ý,Þ 7:2 > qEHKdIùf~Rh´‚ Ž ‚ Ž 1? “ efdwHZdwc\qE~Nh1JghCEhbKbUwF^~NbMd

(68) ¤æ§<;‡¢MŸz± ¡`¿­¸N¢`¥l L‹“¶hI“oU^baJgHMF^JgLoùfhmHgFICEmvdwc wHMLRmEb<c¼FImvh‘Yvq{LNC

(69) qfFIHaJdItEmEhCEbKh ~ F[€whHMb > M: Ë . ÿŒ „ @? FICEm2LNC{qfF^HKJ d^tXbMqfFIHKbMh=~NF[€whHKb > :|3. AF „‹?jn _fF[‚Ihº¯àhhCæZdICEbMLRmEhHKhm “&‡ dzh1‚whHU . ˜.

(70) Mb LRCEZhºbKLNc\LN~ F^H@ZdwCEZ~RYEbMLRdwCEbZFIC¯ hºmEHMF&C\¯ dIJg_ætPdwH JM_EHMhh1Š@FICEmtPdwYEHlŠV~NFè€IhHKbZdwCvùEwYEHgFšJgLNdICEbUrdwCv~R€ Jg_Eh+c\h[FIC hHMHMdIH=‚IF^~NYEhbºdIt@JM_EhJg_EHKhh"ŠV~ F[€IhHMbqEHKdIùf~Nhb&FIHMh+HKhq dwHKJMhm > eLRE“–Ì?"“ |º_fFI@C bzJMd{bMYvZ`_'HMhbKYE~RJMbU‡bMdwc\hDHKYE~NhbaŠVd^t ŠVYEbKhsdItJM_EhsJ -dFIqEqvHMdrFIZ`_vhb=ZFIC}¯ hDmEHMF&C´“ ® _vhC}Jg_vh ùfHMbaJ~NF[€whHLRb<CvhLRJM_EhHJgdndbMqfFIHKbMh‘CEdwHJgdmEhCvbMh > L‹“¶hIU . AF „ 3  Q 3. ÿŒ „ ?1UÈJg_Ehz G „ƒB÷dwYvJMqàhHKtPdwHKcb Jg_Eh=G$|»B YECE~RhbKb@Jg_vhzbMhZdwCvmæ~ F[€whH_fFIb@_ELNI_2dnZZYvqfFICEZ1€2qEHKdw¯fFI¯vLN~NLoJV€ > LT“ h^“RU  j %/. ýŽ „‹?dwH<¯àdIJM_  j Ë . ÙŒ „F^CEm MÆ Ë . ÙŒ „‡U &_fF^JMh‚IhHJM_Eh-dnZZYEqfFICvZ€

(71) qEHMdI¯fFI¯ELR~NLRJV€s‚^FI~NYEh­dIt‡Jg_Eh‘HMhc¼F^LNCELRCEº~ F[€whHMb“ ® _EhC  Q % .  . „nU´Jg_Eh\G|»+B wLo‚whb

(72) ¯ hJKJghHHMhbKYE~RJM´b &_EhC9hLoJg_EhH  j dwH MÆ F^HMh{Mh nYEFI~ Jgd . ýŽ „‡“ ø„CyJg_Eh{d^Jg_EhH„_fFICEm´ßU &_EhC  Q % . ýŽ „‡U Jg_EhG|»+B dwY‡Jgq hHKtPdIHMc\bsJg_vh G „ƒB“†‡YEc\cFIHML LNCvEU Jg_Eh

(73) = G ƒ@B dwYvJMqàhHKtPdwHKcbzJM_EhG$|»BáLRCþˆÈ{Z[FIbKhb&dè‚whHDŒw‰– &_vh³ C -h+mEh[F^ß~ &LRJM_$F{JM_EHMhh1ŠV~NF[€whHKb qEHMd^ùf~Nh+FICvmLRC ‰{Z[FIbKhbdȂIhH

(74) ˆèŽw‰ &_EhC$tPdwYvHaŠV~NF[€whHKbºqEHMd^ùf~NhbsF^HMhZdICEbMLRmEhHKhm “ BDCEd^Jg_EhH'LNCrJghHMhbaJgLRCEñdw¯EbMhHK‚^F^JMLNdwC LRb'ZdwCEZhHKCEh m &LRJM_ JM_EhþHMdI~NhþdIt+Jg_vh9mvLNbMZdwCrJgLRCnYvLRJgLRhb“ -€ FICfFI~o$€ LNCvsJg_vhºchFICæhHKHMdwH‚^FI~RYEhbUwLRJ LNbh1‚nLNmEhCJJM_fF^J JM_EhºHgF^CEwh=dItX‚^FI~RLNmELoJV€+dIt ¯àdIJM_FIqEqEHKdrFIZ`_Ehb mEdnhbCEdIJ+mvhq hCEm9dwCþJg_EhæmvL ªàhHMhCEZh¯ hJ -hhC*Jg_vh‚^FI~RYEhbDdIt-JM_EhædnZZYvqfF^JgLRdwCÿqEHMdI¯fFI¯ELR~NLRJMLNhbsLRC FIm €MFIZhCrJ~ F[€whHMbUf¯EYvJLRJºLRb&<F ªàhZJMhm$dwCE~R€¼¯r€}Jg_Eh+mEhCEbMLoJV€ dIt<Jg_Eh+dw¯EbaJ`FIZ~Nhb&F^Jh[FIZ`_~ F[€whH“ eLNCEFI~N~o€wUv~RhJYEbqàdILNCrJdwYvJJg_fF^J&JM_Eh{= G ƒ@BáHMhJMYEHMCvbDc\h[FIChHKHMdwH&‚^FI~NYEhb&~Nd zhHJM_fFIC Œ,2 “=BDbsF c¼FšJMJghH=dIt<tiFIZJUE¯r€'ZdICEbMLRmEhHKLNCE毠dIJg_'tPdwYvHaŠ-FICEm'JM_EHMhh1ŠV~NF[€whHKb&qEHMdIùE~Nhb“U îã<ï=HgFICEIhb=tPHMdIc . AF Ý 2 Jgd F  Ý Ž,2 U &_ELN~RhzLoJwHKd &b YEq{Jgd Ž!FŽ:2 &_Eh1C -hºFIqEqE~o€+Jg_Eh&G|»+B“IBDb@tiFIH FIb@Jg_Eh-w~Ndw¯EFI~‡c\h[F^C hHKHMdwH LRbZdwCvZhHKCEhm´U -h&dw¯vJgFILN|C ø|à ¯10 á % F‹ . 7:2 ‚nb&“ ø|à4365@á % F‹ýŽ „ 2 FICE7 m ø|à ¯10 á % F‹ . Þ:2 ‚nb}“ ø|à43+5@á % F‹ÙŒ8:2 tPdIH=Jg_EhJg_vHMhh"ŠzFICEm tPdwYEHaŠ’~ F[€whHMbºZdwCvùfwYvHgF^JMLNdwCEbUEHMhbMq hZ1JgLR‚Ih~o€w“. L`§_  i¿gRvln¡tTmºn/t7g!vsn?> ilußh@snEilußnÂoÓiskTmºn . DB bztiF^H=FIbzJM_Eh„HKdw~NhsdItJg_Ehmvhq hCEmEhCEZh+dwCJg_EhLRCEZLRmEhCEZhFICEI~Nh J LNb=ZdwCEZhHMCvhm Ufe@LNwYEHKh˜2qE~RdIJgb Jg_Eh¯ h_fF[‚nLNdwHdIt„JM_Eh]w~Rdw¯fFI~ºc\h[F^C hHKHMdwH4ø ‚whHMbMYvb J tPdwHF9JM_EHMhh1Š’~ F[€whHMb}bKZhCEFIHMLRdE“¾†‡LNc\LN~NFIH HMhbMYE~oJgb&FIHKLNbMKh &_EhC$mvh[FI~RLNCEC &LoJg_'tPdwYEHlŠV~ F[€IhHMb&qEHKdIùf~Rhb“ BDb=h"™‡qàhZJghm UX¯àd^Jg_ FIqEqvHMdrFIZ`_vhbºwLo‚wh¯ hJMJMhH=q hHatPdwHMcFICEZhOb &_EhC J LNb=Z~NdwbKh„Jg1d ‚„ “|º_Eh+qE~RdIJgb FIHMh$FI~RcdwbaJ\bK€ncc\hJMHMLR Z &LoJg_ HKhbKqàhZJ}JMd*Jg_vh]dwqvJMLNcFI~=‚^FI~NYvh J ”BA % ‚„ “ †nYEZ`_ F*¯ h_fF[‚nLNdIH qàdILNCrJgb-dwYvJ=JM_fF^J&LRJzmEdnhb=CEd^J&c¼F^JKJghH-Jg_vh„‚IF^~NYEhsdItJg_EhLRCEZLRmEhCEZhFICEI~NhIU‡¯EYvJºdICE~R€\Jg_EhmvLNbKJgFICEZh J Y J ”CA “  å å.

(75) G dwHKhdè‚whHUrLRJLNb@LNCrJghHMhbaJgLRCEDJgdDdw¯EbMhHK‚Ih&JM_fF^JUrFI~RJM_EdwYEI_Jg_vh&G„ƒB mEd‡hbCEdIJ@J`F ^h=LNCrJgd„FIZZdwYECrJ $ Jg_Eh\LNCvZLNmvhCEZh}FICEI~NhIU<dwC F[‚IhHgF^wh¼LoJdIYvJgq hHatPdwHMc\b

(76) JM_Eh'G|»+B &_EhC J % F „ U J % ‚Ì„ F^CEm C D D /)(+#"-*F$ $ HgF^CEwhbætPHKdwc ˆw“k—^‰þJgdñˆw“ Œw•v“÷ø„CñJg_Eh dIJM_EhHæ_fF^CEm UÄ&_vhC J % Ý „ U‘bMLNCvZh'Jg_Eh HMF^JgLRdwE J % Ž . &F^CEm J % Þ . U DD /!(+#"-*$ $ % F‹AF ‚\FICEm DD ))(+G"%*,$ $ % F ÙŽ,7 UEHMhbMq hZJMLR‚Ih~R€I“ eLNCEFI~N~o€wULoJbM_EdIYE~Nm

(77) ¯àhCvdIJgLRZhm+Jg_EF^J[UÈmEhbMqELoJgh­LRJMbLNCEmEhqàhCEmEhCEZh-dwC J UÈJg_Eh- G „ƒ@B÷LRb~NhbMbbMhCEbMLoJgLR‚Ih JgdJg_Eh

(78) LNCvZLNmvhCEZh2FICvw~Nh‚^FI~NYvhIUXFIbZdwC‡ùfHMc\hm$¯€ JM_Eh

(79) tPdI~N~Nd &LRCEæLNCEmvh1™‡hbU šH ¤I D D Ÿ à ¯10 á % Ž!ÙÞ „ ¦ H J ‚nb“ šH ¤I D D Ÿ à4365@á % ‚  . 7 “ H J. K. ¦. .á->ý . p h[F^~NLNCv &LRJM_÷HMF[€ qEHKdwqfFIrFšJgLNdIC LNC baJgHgFšJgLRùEhmñHgFICvmEdwc ~NF^JMJMLNZhbU J-dÿmELªàhHKhCrJcF^Jg_Ehc¼FšJgLNZFI~ cdnmEh~NbU´CfFIc\h~R€Jg_vh¼G$FIHKJMLNCErF^~Nh{F^qEqEHMdwFIZ`_ > G$|»BK?„FICEmÿJg_vh\G]FIH^dè‚9FIqEqEHKdrFIZ`_ > G„ƒ@BK?1U _fF[‚wh+¯ hhC$qEHMhbMhCJMhm]FICEmZdwc\qfFIHKhm'Jg_EHKdwYEw_$FIC h1™‡_fF^YEbKJMLR‚wh

(80) CYEc\hHMLRZ[FI~ FICfFI~o€‡bKLNb“ |º_Eh{dw¯‡J`FILRCEhmyHKhbKYE~RJMbFIHMh^œ > $ ?¯ dIJg_ÿFIqvqEHMdrF^Z`_Ehb„ILR‚wh2cdwHKh

(81) tiF^LRJg_‡tPYE~@hbKJMLNcF^Jgh

(82) LNCyZdwHMHKhbKqàdwCnŠ mEhCvZCh &LRJM_þLNCEZLNmEhCEZh{FICEw~RhbDZ~NdwbKh2Jg d ‚Ì„< FICEmyJM_Eh{c\h[FICþhHMHKdwH„LNCvZHMhFIbMh´b &LRJM_]Jg_EhæmvLNbKJgFICEZh J Y ‚Ì„< U >ML ?­¯àdIJM_ FIqEqEHKdrFIZ`_Ehb&FIHMhsCEdIJ&F ª´hZJghm'¯r€¼Jg_vhD‚^FI~NYEhsdItJg_vh„mELNbKZdwCrJMLNCYELRJMLNhbU > À ?­Jg_vh G å „ƒB:bgå F^JMLNbKtiF^ZJgdIHMLN~o€'q hHKtPdIHMc\sb &_EhC9mvh[FI~RLNCE7   &LRJg_]bMqfFIHKbMhæc\hmELNFv­U &_ELN~RhJg_vhG$|»® B zdIH b ¯àh1JMJMhH{LRC ZdwHKHMhbMq dwCEmEhCEZ h &LRJM_ mEhCEbMh'~NF^JMJMLNZhbU > Ÿ ?dwCñF[‚whHgFIIhIUJg_Eh' G „ƒB HKhJMYEHMCEbæ~Rd zhH chFIC hHKHMdwH=JM_fFIC Jg_EhG$|»B2“ 3úON's8 >#&%'( #&< |º_ELNbC-dwHb _fFIb¯àhhC bMYEqEq dwHaJghm÷LNCñu’JgFI~R€ ¯€ JM_EhQP%Rz¡g¿M©n¢1«i«’#S§‹¿šž´¢ ŸI§„ªnžUT§WVI¢1¸¨¸N¿=X­§N¥1§‹À`¿Y Z"ž\[ «l¢1¸¨¸²§o©n¢1žf«V¢\Yȱf¢1¡^]&¢1«i§`_9¿ L §¨¸²§=rŸQa-¸N¢bVšI«’Q]&§‹À`¿šžG@©Iªn¡K L §¨¸²§¨«'cfUed ö HKdwwhJKJgdmELOf&LNZhHMZFmEL@uVCrJghHKhbKbMh ÚD F LNdwCEFI~NhsŠzGu  f ö HMd €KhZJ„xºøeju Úá—IŽwŽr^Žw•w•w•w^‰E“. •.

(83)  #º5^#=@#& z#&. ψ2G*“XefHgFICvZhbKZ`_EhJKJgLTU ½v“ zHMYvZP U FICvm$W“k†‡Z`_YE~NcFIC UgPVBHgF^CEmEdwc zFI~¼c\d‡mEh~ dIt±=F[‚IhqEHKdwqfFšŠ rF^JMLNdwC UhdiZBa`a`akjE¡KIžv¥£mlDžf«V¢1žfž š¥nR-¡`¿`±vè©rI«i“²¬ oqpirCsut U ˆèŒIŽI‰^Š`ˆ[ŒvˆÈ˜‡Uv—IŽwŽI‰v“.  —2†à“fG$FIHgFICvdæFICEm G9“EefHgFICvZhbKZ`_EhJKJgLTUvPwfF[€qvHMdwqfF^rF^JgLRdwC\LNC'F2HMFICEmEdIc ~NF^JMJMLNZh^œFc¼Fš™‡LRc{YEc hCrJgHKdwqr€wUIFICEdwcFI~NdIYEb mELA´ª YEbKLNdwC+qEHKd‡ZhbKbUhdxZyaa`azjE¡KIžv¥£:lDžf«V¢1žfž š¥1R-¡`¿`±vè© “RU%oqpirCsu{ U‡ˆ[wwšŠ ˆèw•w–‡UX—IŽwŽrn“. ¶Œ<

(84) B2“ruVbK_ELNcFIHMY´U|æVI¢}Rz¡g¿`±vè©rI«i§‹¿šžIž Ÿ^~ ÀMI«i«l¢1¡"§¨žn©{§¨žQ]=Iž Ÿn¿š¤_*¢MŸI§if“ru ›­›­› ö HKhbKbU´ˆ[•w•r˜‡“  ‰ 2 »“´efHgFICEZhbKZ`_EhJKJgL‹U†à“G]F^HgFICEdvUFICEmÿez“ ö FI~RcLRhHKL‹U6P ö HMdIqfFIrF^JMLNdwC&LRJM_EdwYvJs=F[‚whhMnYEF^JgLRdwC JgdzFIHMm9FICÿYEHK¯fFIC9FIHMhF}cdnmEh~‹U€4Zya`aajE¡KIžv¥£)lDžf«V¢1žfž š¥‚R-¡g¿`±vè©à“oU oqpiryƒm„àU ˆèŒw•IŒšŠ`ˆ[‰wŽI‰EU ˆè•w•w•‡“.  2»“f»+HKLNc\ch1JMJ[U\R&¢1¡gÀ`¿š¸oI«T§‹¿šžf“X†nqEHMLRCEwhHlŠ’ƒ­hHM~ F^EU!ÚhM ‘dIHXUˆè•ww•‡“ ¶–<2 ½v“uf

(85) “@sÚ dwHKHMLNbU†_þI¡B‡r¿%V‰ˆ@°vI§¨žv¥w“fx=FIc2¯EHMLRmEwh  CvLR‚whHMbKLRJV€ ö HMhbMbU<ˆ[•w•wv“  ˜Š f

(86) “fG*“ufdIbMbUŒ‹†Žvwu‘F’G“

(87) ”1•bŽv—–y’M’b–y’“´½v“ ® LN~Rh€IU sÚ h ‘dwHX U ˆ[•wwŒv“ ¶<

(88)  B2“àG]FIHaJgLRCEL‹UXG9“àefHMFICEZhbMZ`_Eh1JMJML‹UàFICEmB2“àG]FIbKbgFvU+P ö hHMZdw~ FšJgLNdIC‡ŠV¯fF^bMhmFIqvqEHMdrF^Z`_EhbtPdwH&HgF[€rŠ dwqvû JMLNZ[F^~qEHMdwqEFIrF^JMLNdwC9LNC*LNCE_EdIcdwIhCEhdwYEb+HgFICvmEdwc mELRbKJgHKLN¯EY‡JgLNdICEb+dItºmELRbMZHKhJMh¼bMZF^JMJMhHKhHMbUed F A azªn¡g¿`±f¢MIž˜ˆ-¿šžG™[¢1¡g¢1ž´À`¢¿šžšlDžf«V¢1žfž š¥&Iž ŸnRz¡g¿`±vè©rI«i§‹¿šž›a-ª†ˆœlnRž6Ÿ:Ÿ: B¡rU Ú LNZh^UrefHgFICvZhIU –šŠ`ˆ[Ž1sÚ dè‚whc{¯àhH„—^ŽwŽw–v“ ¶•<

(89)  B2“G]F^HKJgLRCEL‹UsG*“&efHMFICEZhbMZ`_Eh1JMJML‹UFICvm B“G]FIbKbgFvU¢PVB qàhHMZdw~ F^JMLNdwC c\dnmEh~tPdwH}Jg_EhzF[‚wh qEHMdIqfFIrF^JMLNdwCÿLRC CEdwCnŠVYECELotPdwHMc4HgFICvmEdwc c\hmELNFvUed 7 A<£ Z1žf«V¢1¡"ž I«T§‹¿šž I¸xˆ-¿šžG™[¢1¡g¢1ž´À`¢}¿šž¤a-¸N¢`Àb[ «T¡g¿š¤\è©Iž´¢1«i§‹À`¥'§¨žlŸVšIž´À`¢MŸ˜lz±r± ¸²§‹ÀMI«T§‹¿šžv¥¥›¦ZFˆ)aOl¢l§Ÿ¨b¡rU-|<dwHMLRCEdEU­u’J`F^~R€wUˆè•r˜èŠa—IŽwŽ‡Uˆè—ÈŠ`ˆè– †‡hq‡Jghc2¯àhHU —IŽwŽw‡“. oˆ[Ž<+B2“=G]FIHKJMLNCELTU&G*“zeXHMFICEZhbMZ`_vhJMJML‹UsFICEm B“ºG]F^bMbgF‡U}PfsF[€÷qEHMdIqfFIrF^JMLNdwC LNC F*CEdwC‡Š’YECELRtPdIHMc. HgFICvmEdwc ~NF^JMJMLNZh^Ued^©f¿šªn¡1ž I¸¿™«ª@± «i§‹ÀMI¸¬~ ¿èÀ1§‹¢1«}¿™4lD¤¼¢1¡1§‹ÀM‚l+UŒtu{œ­y®†¯ÈUX—w—I‡ˆŠa—I—I–vˆwUv—IŽwŽw–‡“ ˆèŽ.

(90) ÷1ý'@# ./ + 1 Èó î=¶u· R† Ih1JgZ`_dIt´HMF[€{qEHKdwqfFIrFšJgLNdIC{LNC\F„tPdwYEHlŠV~ F[€IhHMbHgFICEmvdwc ~ FšJMJgLRZh > ~Nh1t¨JKŠ’_fFICEmæbKLNmEh? FICvm÷JM_Eh'dw¯EbaJ`FIZ~NhbMˆmEhCvbMLRJV€ mELNbaJgHMLR¯EYvJMLNdwC HKh~NF^JgLo‚wh¼JMdÿJM_Eh'HgF^CEmEdwc ~NF^JMJMLNZh > HKLNw_rJaŠV_fFICvm bKLNmEh ?1“. °²±}³¦´Œµ. Èó î t · G]F^HKJgLRCErFI~Rh2F^qEqEHMdwFIZ`_yŠsG]FIbH Idè‚yZ`_fF^LNCþcF^Jg_Ehc¼FšJgLNZFI~N~o€}c\d‡mvh~NLRCEJM_EhæHgF[€ qEHKdwqfFIwF^JgLRdwC}JgdzFIHMmEb~Nh1‚wh~±N LRC F\baJgHgFšJgLRùEhm HgFICvmEdwc ~NF^JMJMLNZh^“. °²±}³¦´Œµ. Èó î { · G]FIH ^dè‚ FIqEqEHKdrFIZ`_ Š'G$FIH^dȂ Z`_EFILNC cF^Jg_Ehc¼FšJgLNZFI~N~o€ñcdnmEh~NLNCv Jg_Eh9HgF[€ qEHKdwqfFIwF^JgLRdwC'LNCFæwhCvhHMLRZ+CEdwC‡Š’YECELRtPdIHMc _fFI~Rt Š’qE~ F^CEh„HgF^CEmEdwc ~ F^JKJgLNZhI“. °²±}³¦´Œµ. °²±}³¦´Œµ. óÈî. ‘ , U X. WY[Z > Ÿ ?I‚ Ž ‚E“. ƒ ·. |º_EHKhh1Š’~ F[€whHMbqEHKdIùf~RhIU N ^ ‚IhHKbMYEXb N³&_EhC J %. J % ‚ „< U ^, Q % 8 FICEm [, j % FÞ Š › baJgLNcF^JMhm$‚^FI~RYEhbDdIt ‚„< tPdwHsJM_Eh2qvHMdIùf~Rhb > R ? F ŒRF U >ML ? ŒRFŒ U > À? Ž ‚ Ž U´F^CEm. óÈî s · eXdIYEHaŠ’~ F[€whHMbqEHKdIùf~Nh^U J % ‚„ U ,šQ % 8 U ,[j % FÞ FICEm , Ɖ% Œ ‚}Š › bKJMLNcF^Jghm ‚^FI~RYEhb‘dIt ‘ , U .XWY[Z N ^ ‚whHMbKYEbIN1&_EhC J % ‚„< ­tPdwHJg_EhqEHMd^ùf~Nhb > R? FŒRFŒ U >ML ? ŒRFŒRF U > À? Ž ‚ Ž ‚EUfFICvm > Ÿ ?9‚ Ž ‚ Ž “. °²±}³¦´Œµ. Èó î ¸m· |º_EHMhh1Š’~ F[€whHMb+qEHMd^ùf~Nh^U J % ‚„< U ,^Q % mELAª´hHMhCJD‚IF^~NYEhbsdIt : U[B % F +ŒR+PŽ  U ¯ hLNCv > $?  Q FICvm > Ÿ ?  Q %G. ýŽ „‡“. °²±}³¦´Œµ. Èó î „ · |º_EHMhh1Š’~ F[€whHMb+qEHMd^ùf~Nh^U ^, Q JM_Eh+LNCEZLNmEhCEZh

(91) FICEI~Nh J “. °²±}³¦´Œµ. %. 8. FICEm ,[j % FÞ ŠsG$h[F^C9hHMHKdwH7î¹

(92) ïDtPdwH .  . „‡U >ML ?  Q % . AF „‡U > À?  Q % . ÙŒ „‡U. % 8 IF CEm [, j % FÞ Šs»~Ndw¯fF^~@c\h[FICÿhHMHMdIHKø?‚IhHMbKYEb. ˆwˆ.

(93) L4. L3. L2. L1. q(j) q2 q4 q1 q3. j=r3. j=r2. θ. j=0 j=1 j=2. j=r1. j. ±}³¦´ ·º¶. rŠo. Eó. a†JgdnZ`_fFIbKJMLNZHMFè€}qEHMdwqEFIrF^JMLNdwCþ“o“R“hd. ·O»½¼ #¾ ³¿)³}À:Á‚ÂuÃĦŠd. ˆÈ—.

(94) ±}³¦´ · t˜rŠo. ·O»½¼ #¾ ³¿)³}À:Á‚ÂuÃĦŠd. Eó. a†JgdnZ`_fFIbKJMLNZHMFè€}qEHMdwqEFIrF^JMLNdwCþ“o“R“hd ˆèŒ. +. −. empty half−plane. 0. q1. 0. 1. 1. p. 1. −. P1. LAYER L. Q1. + 1. P1. 1. Q1 r1. 1. −. r +. 1. 2. p. q q. 2. p. 1. − r1+1. + r1+1. P2 LAYER L. Q2. P2. 2. 2. Q − r2. + r2. 2. 3. p. q q. 3. p. − r 2+1. 2. + r 2+1. P3 LAYER L. Q3. P3. 3. + rK−1. LAYER L. PK−1 K−1. − rK−1. QK−1. PK−1. K. + r +1 K−1. − r +1 K−1. q K−1. K−1. p. q. K. p. LAYER L. QK. PK. K. k. +.

(95) ±}³¦´ · {˜rŠo. ·O»½¼ #¾ ³¿)³}À:Á‚ÂuÃĦŠd. Eó. a†JgdnZ`_fFIbKJMLNZHMFè€}qEHMdwqEFIrF^JMLNdwCþ“o“R“hd. ˆ[‰. 1. −. empty half−plane level 1. 1. −. 0. q2. 1. +. q1. 0. +. 1. p. 1. p. 2. p. 2. −. level 2. 1. q. 2. +. 3. q. 2. p. 3. p. 3. −. level 3. 2. q. 3. +. 4. q. k−2. p. − k−1. + k−1 qk. level k−1. k−2. q. k−1. p. k. p. +. level k. k.

(96) > R? Pr{0->k}. 1. MKV approach MTG approach Experiments. 0.5 0. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 32. >ML ?. 20. 24. 28. 32. > À?. 20. 24. 28. 32. >Ÿ ? MKV approach MTG approach Experiments. 0.5 0. 28. MKV approach MTG approach Experiments. 0.5 0. 24. MKV approach MTG approach Experiments. 0.5 0. 20. 0. 4. ±}³¦´ · ƒÆrŠo. 8. Eó. 12. 16 k. 20. 24. 28. 32. a†JgdnZ`_fFIbKJMLNZHMFè€}qEHMdwqEFIrF^JMLNdwCþ“o“R“hd. ·O»½¼ #¾ ³ ¿)³}À:Á‚ÂuÃĦŠd. ˆÈ.

(97) > R? Pr{0->k}. 1. MKV approach MTG approach Experiments. 0.5 0. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 0. 4. 8. 12. 16 k. Pr{0->k}. 1. 32. >ML ?. 20. 24. 28. 32. > À?. 20. 24. 28. 32. >Ÿ ? MKV approach MTG approach Experiments. 0.5 0. 28. MKV approach MTG approach Experiments. 0.5 0. 24. MKV approach MTG approach Experiments. 0.5 0. 20. 0. 4. ±}³¦´ · s˜rŠo. 8. Eó. 12. 16 k. 20. 24. 28. 32. a†JgdnZ`_fFIbKJMLNZHMFè€}qEHMdwqEFIrF^JMLNdwCþ“o“R“hd. ·O»½¼ #¾ ³ ¿)³}À:Á‚ÂuÃĦŠd. ˆè–.

(98) r4o. <δ>. <δ>. ·/»Í¼ -¾ ³¿!³xÀ,Á‚Â\ÃĦŠd. vó. ˆÈ˜. l†nJgdnZ`_fFIbaJgLRZHgF[€'qEHKdwqfFIrFšJgLNdICþ“R“o“ed. 312. 121. 313. 123. 314. 124. 321. 131. 132 Profile. É. Ç¦È 323 Profile. 324. 134. 142. 341. 342. MKV approach MTG approach. 141. MKV approach MTG approach. 343. 143. 0. 0.5. 1. 1.5. 2. 2.5. 3. 3.5. 0. 0.5. 1. 1.5. 2. 2.5. 3. 3.5. 412. 212. 413. 213. 414. 214. 421. 231. 232 Profile. 423 Profile. ÇÊ. 0. 0.5. 1. 1.5. 2. 2.5. 3. 3.5. 0. 0.5. 1. 1.5. 2. 2.5. 3. 3.5. <δ> <δ>. ±}³´ ·^¸ É. É. É. ÇÌ. ǦË. 424. 234. 242. 431. 432. MKV approach MTG approach. 241. MKV approach MTG approach. 434. 243.

(99) 6. MKV approach MTG approach. 5. ∆. 4 3 2 1 0. 15. 30. 45. 60. θ. ±}³´ · „˜r4o. vó. l†nJgdnZ`_fFIbaJgLRZHgF[€'qEHKdwqfFIrFšJgLNdICþ“R“o“ed. ·/»Í¼ -¾ ³ ¿!³xÀ,Á‚Â\ÃĦŠd. ˆè. 75.

(100)

Riferimenti

Documenti correlati

Si determini, per ciascuno dei seguenti insiemi di vettori {v 1 ,.. (1) Determinare il nucleo di f, una sua base e la

Si determini, per ciascuno dei seguenti insiemi di vettori {v

Karagiannidis, Level Crossing Rate and Average Fade Duration of the Double Nakagami-m Random Process and Application in MIMO Keyhole Fading Channels, IEEE Communications

The first two steps aim is to identifying the differences in the statistical properties of measurement results comparable sets of new portable devices in relation to reference device

So, they became a field of activity of the EC.16 However, the relevant common market provisions the competition and free movement rules were not to apply fully to them but only in

I will use Machine Learning techniques to find a relation between financial data of companies and their credit ratings, starting from American listed companies I

Non si possono usare libri, appunti, calcolatrici, cellulari n´ e altri strumenti elettronici, pena l’annullamento

[r]