k qs hk^d k^b e0t.{^x t1d dl m©ktª«lwxvjsehgvl1b¬dfe ut ehk^ 1g ktd t1ba ~!k sgvd {^jad d eh ]...

18

Upload: others

Post on 02-Jan-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

������������� ��� ��������������������� ���!�"�$#%�'&)(+*'�-,.���'����/�0��1�'23*'�!���'254�60���*���7�0�98 ���#:�!��2������

;=<?>A@=B?BDC%E�FHG+IJ BDB?C�K7L:MONHPRQ!C7STKVUAW�XYU J[Z U J STWTMO\]UAW^LV_`0acbAdfehgiehj]ehk�l1mon�l1prqAjseut7ehgvlwb=t�xzyO{^gvk^bA{Tk^d^|}y�~-gvd�d"�Ak^�skT�ut�x�a�bAdfehgiehjsehk�l�m���k^{u�Abslwxvlw���'�����!���

�o�js�hgv{V�H|[y�~-gveh�TkT�hx�t1b=����"� y ��� prk^d��kTd�k�t��h{u� n�k^b�ehkT��|}�0l1�[kTe�e��zgvk^x��H|=n � |s��y �

�% ¢¡^£^¤7¥=¦1£w§:¨ k qs�hk^d�k^b�e0t.{^x�t1d�d�l�m©kTª«lwxvjsehgvl1b¬dfe��ut�ehk^�1g�kTd t1bA�­~!k��sgvd�{^jAd�deh�]�hk^k�k^bA�1gvbAk^kT�hgvbs�%t1qAqsxvg�{^t�ehgvlwbsd�gvb0eh�sk"®=k^x��]d¯l�m¢prgi°]g�bs�:{^l1b�e��hlwxzt�b=�%ehjs�h±}l1²p%t�{V�sg�bskT���[³��´g?�"µAl7~�gvbRprgv{T�hl1prgi°skV�hd^|��´gvgD��¶fkTe�µ=l�~�|�t1bA�$�´gvgvg?��ehjs�h±sgvbAkY{^l�l1xi²gvbA�]·}��ª«lwxvj]ehg�l1b�dfe��ut�ehkT�wgvk^d�t��hk�{V�slwd�k^b�t1d-lwq]ehg�prgv��t7ehgvlwb�prkTeh�slO�0t�d-eh�skT��t��hk{�t�q=t�±Axvk%l1m¯�=t�b=�sxvgvbA�0bAlwgvdf�'t1b=��p:jAxiehgvprlO�At�x�m?jAbs{TehgvlwbAd^|�gvbA�AkV�hk^b�e¸ehl�eh�sk^d�kt�qAqAxvgv{�t7ehg�l1bAd^|}gvb0t1b t�jsehlwp%t7ehk�� m¹t1d��sg�l1b�·

º »A¼¯½}¾[¿�À©Á¸Â�½[Ãh¿¯¼

Ä-Å UsB J SV<?U]N�WuSVK^M�STC�Æs<DCwW�Ç Ä ;[È�MOKTC"ÉHMOK^M Z C7STC�K�U]É}ST< Z <?Ê1MOSV<?U]N�SVC1Ë^ÌHN[<?Í J CwW�>HM]WVC1P�U]N�C Å UsB J[ÎSV<?U]N%É[KT<?NHË7<?É[B?C1W�W J Ë^Ì�M]W Z�J STMOSV<?U]N�Ï«WVC�B?C1Ë�ST<DUsN�Ï«MONHP%MsP[MOÉ[STM�ST<DUsN�F�Ð�N SVÌ[C�É[KTC1WVC�NAS�M]KuST<?Ë�BDCsÏÑ CrP}<¹WVË J WTW Ä ;�M]W�M]NRUsÉ}SV< Z <DÊwM�ST<DUsN�STUAUsB�Ë�M]ÉHMO>HBDC:UOÒ!ÌHMON�P}BD<?N[Æ/P}< Å C1KTWVC:KVCwÍ J <DKTC Z C�NAS^WÒ�U]K�C�N[Æs<DNHC�C�KT<?N[Æ0M]É[É[B?<?Ë1M�ST<DUsNHW�W J Ë^ÌRM]W�SVÌHC:UsÉ}SV< Z <DÊwM�ST<DUsN�UOÒ Z <�Ó}<?N[Æ.Ç�<´È¯<?N Z <¹Ë7KTU Z <DÓ ÎC�K^WrMONHP+Ç�<?<¹È:<?NRÔhC7SrÕHU Ñ Ï�M]NHP+Ç�<?<D<´È©SVÌ[C UsÉ}SV< Z <DÊwM�ST<DUsN$U]Ò"M'Ë7U=U]B?<?N[Æ.Ë7U]N[ÖHÆ J K^M�ST<DUsN×<?NS J KT>[<?N[C©>HB?MsP}C1W1FAØ J[Z C�KT<?Ë1MOB¢WV< Z�J B?MOSV<?U]NHW"MOKTC J WVC1P/SVU�WuUsB Å C�SVÌHC:ÆsU Å C1KVN[<?N[ÆrCwÍ J M�SV<?U]N�WUOÒ¯STÌ[C�ÕHU Ñ U]KYÌ[C1MOSYSVK^MONHWuÒ�C�KrÉ[KTU]>HBDC Z F�Ù�ÌHC�Ë�U]NASVKTU]B!U]Ò Z <�Ó}<?N[Æ'ÌHM]WY< Z É�UsKuS^MONASrC�N ÎÆ]<?N[C�C1KV<?N[Æ�M]É[É[B?<?Ë1M�SV<?U]N�W�KTM]N[Æ]<?N[Æ Ò�KTU ZÚZ <?Ë�KVU Z <�Ó}C�K^W�Ò�UsK:P}K J Æ�P[C�B?< Å C�KT@/SVU Z <�Ó}<?N[Æ�<?NC7Ó}ÌHM J WhS^W¯U]Ò�MOC�KTU}P}@=NHM Z <¹Ë�Ë7UsN}ÖHÆ J KTMOSV<?U]N�Ò�U]K"N[Us<?WVC�KTC1P J Ë7SV<?U]N/UsK-STU >[B¹M]P}C:Ë7U=U]B?<?N[Æ <?NS J KT>�U Z M]Ë^Ì[<?N[C�KT@]F}Ù�Ì[CYUsÉ}SV< Z <DÊwM�SV<?U]NRUOÒ!W J Ë^Ì�É[KTU}Ë7CwWVWVC1W�ÌHM]W�>�C�C1NRW J >}ÔhCwË�S�U]Ò�WVC Å C1KTM]BSVÌ[C1U]KTC7SV<¹Ë�M]B�MONHP�C7Ó}É�C�KT< Z C1NsS^MOB Ñ U]KT\}W�FÄ ;zÛ W�UOÜzC�K¸WVC Å C�K^MOB�MsP Å MONASTM]Æ]C1W�Ò�UsK�SVÌ[C U]É}ST< Z <?Ê1M�ST<DUsN'UOÒW J Ë^Ì'É[KTU]>HBDC Z W�MsW�SVÌHC1WVC

É[KVU}Ë�C1WTWuCwW¸U]Ò´SVC�N­<?N Å U]B Å C0N[U]<¹WVC]Ï Z J BDSV< Z U}P[MOB?<�Sh@sÏ¢U]KrP}<¹WVË�U]NASV<?N J <DSV<?C1W:UOÒ�SVÌ[C�U]>[ÔhC1Ë�ST< Å CÒ J NHË�ST<DUsN�Ï Ñ Ì[<¹Ë^Ì×<¹W:Ë�U]N}Ö�K Z C1P�>A@'STÌ[C0KVCwW J BDSTW©UOÒ�U J KYWu< Z J B?MOSV<?U]NHW1F�G�U]KTC�U Å C1K1ÏHUOÒ´SVC1NÆ]K^M]P}<?C�NAS�<DN[Ò�U]K Z MOSV<?U]N'<¹W�N[U]S¸M Å M]<DB¹MO>HBDC Ñ Ì[<¹Ë^Ì Z MO\]CwW�SVÌHC J WVCrUOÒÆ]K^M]P}<?C�NAS Î Ò�KTC�C:U]É}ST< ÎZ <?Ê1MOSV<?U]NRSVCwË^Ì[N[<¹Í J C1W¸N[C1Ë�C1WTWVM]KV@sF[Ù�Ì[C%<?N[Ì[C�KTC�NASTBD@�ÉHMOK^MOB?BDC1B�Ë^ÌHM]KTMsË�SVC1K�UOÒ Ä ;zÛ W�Ë1MON.>�CC7Ó}É[B?U]<DSVC1P�<DNRU]K^P}C1K¯STU0Ë�U Z É�C1NHWTM�SVC©Ò�U]K"STÌ[CYÌ[<DÆsÌ�Ë�U Z É J S^M�SV<?U]N�MOB¢Ë7UAWhS�UOÒ�STÌ[CrWu< Z J B?M ÎSV<?U]NHW1FÙ�Ì[C.ÉHMOÉ�C�K�<?W UsKVÆAMON[<?Ê�CwP�MsW�Ò�U]B?B?U Ñ W�ÝÐ�N�;=CwË�ST<DUsNßÞ[Ï Ñ C�P}C1WTË7KT<D>�C.C Å U]B J SV<?U]N�MOKT@

MOB?Æ]U]KT<DSVÌ Z W"<DN'ÆsC�N[C1KTM]B�MONHP�SVÌ[CrC Å UsB J ST<DUsNRWuSVK^M�STC�Æs<DCwW�< Z É[B?C Z C�NASVCwP'<DNRSTÌ[<?W Ñ U]KT\zF}Ð�N;=C1Ë7SV<?U]N�à[Ï[SVÌ[C Z <¹Ë7KTU Z <DÓ=<?N[Æ/P}C Å <?Ë�C%<?W¸P}C1WTË7KT<D>�C1P.M]NHP�SVÌ[C U]É}ST< Z <?Ê1M�ST<DUsN.KVCwW J B�S^W�MOKTCÉ[KVCwWuC1NASVC1P�F-á]C�S Z <DÓ}<DN[Æâ<¹W�É[KTC1WVC�NASVCwPã<?Nß;}C1Ë�ST<DUsN�ä Ñ Ì[<?B?C.;}C1Ë�ST<DUsNæå­P}CwWVË�KV<?>�C1W0SVÌHCS J KT>[<?N[C >[B¹M]P[C�Ë7U=UsBD<?N[Æ/UsÉ}SV< Z <DÊwM�SV<?U]N�Ï[Ò�U]B?B?U Ñ CwP'>A@'M�W J[Z�Z MOKT@�U]Ò-U J K©U]>HWVC�K Å M�ST<DUsNHW<DN�;=CwË�SV<?U]N'ç[F

Page 2: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

è éR꯿¯ëVÁ�½[Ãh¿�¼�ì!¾}íïîßëhð¯¿-¾HÃ�½[ñ©ò�ó

Ä-Å UsB J SV<?U]NHM]KV@:MOB?Æ]U]KT<DSVÌ Z W�M]KVC¯WuSVU}Ë^ÌHMsWhST<?Ë-U]É[< Z <DÊwM�SV<?U]N�MOB?Æ]U]KT<DSVÌ Z W Ñ Ì[<¹Ë^Ì MsP[P}KTC1WTW¢SVÌHCÒ�U]B?BDU Ñ <?N[Æ'É[KTU]>[B?C Z Ý�G.<?N[< Z <DÊ1C/MONâU]>}ÔhCwË�ST< Å C�Ò J NHË�ST<DUsN Ñ Ì[<?Ë^Ìâ<¹W%M Z MOÉ[ÉH<DN[Æ'Ò�KTU Z MÉHMOK^M Z C7STC�K Å CwË�STU]K�ô�õ�ö+÷�SVU�öøFÙ�Ì[C�@/M]KVC©>HM]WVC1P�U]NR>[<DUsBDUsÆ]<¹Ë�M]BDB?@�<?NHWVÉ[<?KVCwP�É[KT<?NHË7<?É[B?C1W�W J Ë^Ì�M]W"KTC�É[KTU}P J Ë7SV<?U]N�Ï Z J}Î

STM�ST<DUsN�Ïz<?WVU]B¹M�ST<DUsN�ÏzKVCwË7U Z >[<?NHM�ST<DUsN�Ï�M]NHP­WuC1BDCwË�SV<?U]N$MOÉ[É[B?<?C1P$U]N×<?NHP}< Å <?P J MOB¹W:<DN­M�É�U]É ÎJ B?MOSV<?U]N�F"Ù�Ì[C Z C Z >�C1KTW�UOÒ%M¬É�U]É J B?MOSV<?U]NùMOKTC�Ë�M]ÉHMO>HBDC.U]ÒYC Å UsB Å <?N[ƬU Å C1K SV< Z C]ϯ>=@M]P[M]É}SV<?N[Æ0SVU0SVÌHC�<?K�C�N Å <DKTU]N Z C1NAS1FÐ�N%Ë7U]NASTKTMsWhSzSVU Z M]N=@:P}C�SVC1K Z <?N[<?WuSV<¹Ë-M]BDÆsU]KT<�STÌ Z W�Ï7C Å UsB J ST<DUsNHMOKT@¸M]BDÆsU]KT<�STÌ Z WzKVCwÍ J <DKTC

U]N[B?@%STÌ[C Å MOB J C�UOÒzSTÌ[C�U]>[ÔhC1Ë�ST< Å C"Ò J NHË�ST<DUsN Ò�U]K�MYÆ]< Å C�N0É�U]<?NsS�<DN�STÌ[C�ÉHM]KTM Z C�SVC1K-WuÉHMsË7CsÏ> J S�P}UâN[U]S�NHC�C1P+MON=@úWVC�N�Wu<DSV< Å <�Sh@ã<?N}Ò�UsK Z M�ST<DUsN�F¯û�C�KVSTM]<DN+C Å U]B J SV<?U]NHM]KV@¬M]BDÆsU]KT<�STÌ Z WM�SuSTC Z É}SRSVU+U]>}S^MO<?NßSVÌH<?W'WVC�NHWV<�ST< Å <DSh@æ<DN}Ò�UsK Z MOSV<?U]Nù>=@æC7Ó}É[B?U]KT<DNHÆãSVÌHC­WVC1M]KTË^ÌùWVÉHM]Ë�CMONHP×Ò�U]K Z J B¹M�ST<DNHÆ�É[KT<?U]KY<DN[Ò�U]K Z MOSV<?U]N�F�Ù�ÌHC�@×M]KVC�Ë7U Z É�MOK^M�SV< Å C1BD@'CwM]WV@'SVU'< Z É[B?C Z C1NsSMONHP Ñ U]KT\ C7ü/Ë7<?C�NASVB?@ Ò�UsK�Æ]B?U]>HM]B¢WuCwMOK^Ë^Ì�FHý©N�STÌ[CrUOSTÌ[C�K�Ì�MONHP¢Ï�WhSTU=Ë^Ì�M]WuSV<¹Ë©M]BDÆsU]KT<�STÌ Z WP}UâN[UOS É�UsWTWuCwWVW�Ì[<?Æ]Ì[B?@ãC7ü/Ë�<DC1NsS/Ë�U]N Å C1KVÆsC�NHË�C/É[KTU]É�C�KVSV<?C1W0BD<?\]C'CsFÆHF�SVÌ[C�Ë�U]N�Ô J ÆsM�STCÆ]K^M]P}<?C�NAS Z C7SVÌHU=P�Ï]> J SSTÌ[<¹W¯P}<¹WVMsP Å MONASTM]Æ]C"<?W¯Ë7U Z É�C�NHWTM�STC1P0>=@%STÌ[C�ÉHMOK^MOB?B?C�B[Ë^ÌHM]KTMsË�SVC1KUOÒ!C Å UsB J SV<?U]NHM]KV@ MOB?Æ]UsKV<DSVÌ Z W1F

þ¢ÿ�� ���������� ������������������� ���Ä-Å UsB J SV<?U]N�WuSVK^M�STC�Æs<DCwWoUsÉ�C1KTMOSVC�U]N�M:É�UsÉ J B¹M�ST<DUsN Ñ <DSVÌ M:N J[Z >�C�KU]Ò�<?NHP}< Å <¹P J M]B?W Ñ Ì[C�KTCC1M]Ë^ÌR<?NHP}< Å <¹P J M]B�<¹W�KVC1É[KVCwWuC1NASVC1P�>=@�M0KVCwMOB Î Å M]B J CwP Å C1Ë�STU]KwFÙ�Ì[CãÇ������wÈ Î Ä ;�P}C1É[<?Ë7STW�STÌ[C×WV< Z É[B?C1WuS/C Å U]B J SV<?U]N�MOKT@ Z U}P}C1B Ñ <DSVÌßMâÉ�U]É J B¹M�ST<DUsN

Ë7U]N�Wu<¹WhST<DNHÆ/UOÒS Ñ U/<?NHP}< Å <¹P J M]B?W1Ï�U]N[C�ÉHMOKTC�NAS©M]NHP.U]NHC UOÜ¢WVÉ[KV<?N[Æ�F� �C1KVCsÏ�CwM]Ë^Ì.<?NHP}< Å <?P ÎJ MOB�<¹W�<¹P}C1NsST<�Ö�C1P�>A@ãM$ÉHM]KTM Z C�SVC1K Å CwË�STU]K�ô Ñ <�STÌ"! Ë7U Z É�U]N[C1NASTW0KVC1É[KTC1WVC�NASV<?N[Æ×<DSTWÆ]C�NHUOSh@=É�CsF�#©W:>HM]WV<?Ë%C�B?C Z C�NASTW:U]Ò->[<DUsBDUsÆ]<¹Ë�M]B�C Å U]B J SV<?U]N�Ï�É[KT<?NHË7<?É[B?C1W©UOÒ Z�J STMOSV<?U]N×M]NHPWuC1BDCwË�SV<?U]N'MOKTCrMOÉ[ÉHBD<?C1P�<DNRSTÌ[<?W¸WVË^Ì[C Z C]FÐ�N0M]N�<DSVC1KTMOSV< Å C"É[KVU}Ë�C1WTW�Ï«STÌ[C�WhSTKTMOSVC�Æs@rÆ]C1N[C�K^M�STC1W!MON0UOÜ¢WuÉHKV<?N[ÆYKVC1É[KTC1WVC�NASVCwP%>=@rSVÌHC

Å C1Ë7SVUsK%ô%$'&)(* >=@­M]P[P}<?N[Æ�M'N[UsK Z M]BDB?@$P}<¹WuSVKT<D> J SVC1P­K^MONHP[U Z Å C1Ë7SVU]K,+.-0/ Ç�1325476c_1È:STUSVÌ[CrÉHM]KVC1NAS Å C1Ë7SVU]K�ô%$'&)(8 Ý ô%$'&)(*:9 ô%$'&)(8 �"+ Ç��«ÈÐ�NæSVÌ[C.Ò�UsBDB?U Ñ <?N[ÆãWuC1BDCwË�ST<DUsNùWhSTC�É�ϯÒ�U]K�>�UOSTÌæSVÌ[C$ÉHMOKTC�NAS�M]NHP+SVÌ[C×UOÜ¢WuÉ[KT<?N[ƬSVÌHC

Ë�MOÉ�M]Ë7<DSh@æUOÒ W J K Å < Å MOB:<?W'P}C�SVC1K Z <?N[C1P�>A@ßË1MOB¹Ë J B¹M�ST<DN[ÆúSVÌ[C Å MOB J C1WRU]Ò%SVÌ[C­U]>[ÔhC1Ë�ST< Å CÒ J NHË�ST<DUsN�F�;HU]K Z <?N[< Z <DÊwM�SV<?U]N�Ï7SVÌHC-U]N[C Ñ <DSVÌ%SVÌ[C¯W Z MOB?BDC1K¢Ò J NHË7SV<?U]N Å MOB J C-<¹W¢STÌ[C�N%Ë^ÌHUsWVC�NSVU >�CYSVÌ[CYÉHM]KVC1NsS Å C1Ë�STU]K�U]Ò�SVÌHCrN[C7Ó=S�Æ]C1N[C�K^M�ST<DUsN�FÙ�Ì[C Ç��<���«È Î Ä-Å U]B J SV<?U]N�;=SVK^M�SVC1Æ]@�Ë1MONR>�C Ñ KT<DSuSVC1N.M]W"SVÌHCYÒ�U]B?BDU Ñ <?N[Æ MOB?Æ]UsKV<DSVÌ Z Ý�]F>=:C�N[C1KTMOSV<?U]NRUOÒ!MON'UOÜ¢WuÉHKV<?N[ÆHÝ

ô $'&)(*:9 ô $'&)(8 �@? $'&)(BA + Ç�ÞsÈÞ}F�;=C�B?C1Ë7SV<?U]N�Ý

ô $'&)C L (8 9 D ô $E&F(* 2 <DÒHG!Ç ô $'&)(* ÈJIKG!Ç ô $'&)(8 Èô%$E&F(8 2 U]SVÌ[C1K Ñ <¹WuC Ç àAÈ

Page 3: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

Ñ <�STÌôæÉHM]KTM Z C7SVC1K Å C1Ë7SVUsK�SVU�>�CrUsÉ}SV< Z <DÊ1C1P¢Ï�ôùõRö ÷ ÏL ÆsC�N[C1KTMOSV<?U]N�Ë�U J NASTC�KwÏÄ Ð�NHP[C7Ó�U]Ò�STÌ[C Å CwË�SVUsK�KVC1É[KTC1WVC�NASV<?N[Æ�SVÌ[CrÉHM]KVC1NASrÇ�M-B¹P}C�K�È�ÏØæÐ�NHP[C7Ó�U]Ò�STÌ[C Å CwË�SVUsK�KVC1É[KTC1WVC�NASV<?N[Æ�SVÌ[CrU]ÜzWVÉ[KT<DN[Æ�ÇN¸C Ñ C�K�È�Ï?ù;ASTC�É.WV<DÊ1C%P}C7STC�K Z <?N[<?N[Æ0SVÌ[CrB?C�NHÆOSVÌ'U]Ò�SVÌHC Z J S^M�SV<?U]N.WuSVC1É�Ï7?�õ�öPO�Q]Ï+.R�CwMOB?<DÊwM�ST<DUsN�U]Ò!MS/ Ç�TU2WV¢È�P}<¹WuSVKT<D> J SVC1PRK^MONHP[U Z Å C1Ë�STU]KwÏ�+ãõRö+÷zF

à[F�Ð�NHË7KTC1MsWuC"STÌ[C�Æ]C1N[C�K^M�ST<DUsN0Ë�U J NASTC�KwÏ]Ë^Ì[U=UsWVC�MON MOÉHÉ[KVUsÉ[KT<?MOSVC Å MOB J C�Ò�U]KX? $E&F( Ï]MONHP�ÆsUSVU�;ASTC�ÉY�Y<�Ò�SVC1K Z <?NHM�ST<DUsNRË�KV<DSVC1KV<¹M�P}U�N[UOS�ÌHU]B¹P¢FÙ�Ì[CøÇZ�<���«È Î C Å UsB J SV<?U]N WuSVK^M�STC�Æ]@ Ñ M]W­P}C Å C�B?U]É�C1P >A@[R�C1Ë^Ì[C1NA>�C�KTÆ MONHP�;}Ë^Ì Ñ C Î

Ò�C�B¯<?N.��\sç]àHÏ¢<DN[<DSV<¹MOB?B?@×Ò�UsK U]É[SV< Z <?Ê1MOSV<?U]NâUOÒ�C�Ó=É�C�KT< Z C1NASTMOB-Õ J <¹P¬P}@=NHM Z <¹Ë�W%ÉHKVUs>[BDC Z W] R�CwË^Ì[C�N=>�C�KTÆ.Ç���\�^�àAÈ�_cF=:C�N[C1KTM]BD<?Ê1MOSV<?U]NHW×UOÒ/STÌ[C Ç��<���«È.C Å U]B J ST<DUsN WTË^Ì[C Z C+<DNHË�B J P}C�ÉHB J W¬M]NHP Ë�U Z�Z MWhSTKTMOSVC�Æs<DCwW�ÏAÇa`X�cb�È�MONHP�Ça`d25b�ÈoC Å U]B J SV<?U]N%WuSVK^M�STC�Æ]<?C1W Ñ Ì[C�KTCX` Z CwMONHW�SVÌ[C¯SVU]STMOBAN J[Z >�C�KUOÒ!ÉHMOKTC�NASTW�M]NHPebRSVÌ[CrN J[Z >�C1K�UOÒ!UOÜ¢WuÉHKV<?N[ÆHFÐ�NgfVÉ[B J WWhYWVC�B?C1Ë7SV<?U]N�WVË^Ì[C Z C1W�Ç`>�ib�È�ÏO>�UOSTÌ�SVÌ[C�É�MOKTC�NAS-MONHP0UOÜ¢WVÉ[KV<?N[ÆYÉ�U]É J B¹M�ST<DUsN

MOKTC�Ë7UsNHWV<?P}C1KVCwP:Ò�U]KWVC�B?C1Ë�ST<DUsN�FwÐ�N�M Ç`j�kb�È Ä ;¢Ï1UsN[C�UsK Z UsKVC-<?NHP}< Å <?P J MOB¹W�UOÒ[STÌ[C�É�MOKTC�NASÆ]C�NHC�K^M�SV<?U]N Z M«@©W J K Å < Å C!Ò�U]K�MsW�B?U]N[Æ�U]Ò}M�É�C1KV<?U}PrM]W¢N[U¸>�C�SuSVC1K�U]ÜzWVÉ[KT<DN[Æ�M]KVCÉHKVU}P J Ë�C1P¢FÐ�NlfTË7U Z�Z Mmh¸WuC1BDCwË�SV<?U]N0WVË^ÌHC Z C1W�Ça`d2Fb�È7Ïn`/U J S�U]Òob0<?NHP}< Å <?P J MOB¹W�M]KVC"WuC1BDCwË�STC1P SVUYË7KTC1M�STCSVÌ[CrU]ÜzWVÉ[KT<DN[Æ�U]Ò�SVÌHCrN[C7Ó=S�Æ]C1N[C�K^M�ST<DUsN ] ;}Ë^Ì Ñ C�Ò�C�B-ÇZ��\m\Aå]Èp_fF#�N[U]SVÌ[C1K"ÉHKV<?NHË7<?É[B?C©U]Òo>[<?U]B?U]Æs<?Ë1MOB�C Å UsB J SV<?U]N�Ï=KTC1Ë7U Z >[<?NHMOSV<?U]N�Ï=Ë�M]N�MOB¹WVU�>�C J WuCwP�<?NC Å UsB J SV<?U]N'WhSTKTMOSVC�Æs<DCwW�F[Ù�ÌHCrÐ�<?N'SVÌ[C/Ç`rqF25b�È�WVË^Ì[C Z C%WhS^MONHP[W�Ò�U]KtsiNASVC1K Z C1P[<?MOSVCrKTC1Ë7U Z0Î>[<DN�M�SV<?U]N+MONHP Z C1MON�W STÌHM�S0SVÌHCu` ÉHMOKTC�NASTW0MOKTC�M Å C�K^MOÆsC1P$SVUâË7KTC1MOSVC�UsN[CR<DNHP[< Å <¹P J MOBÉHMOKTC�NAS1F

þ¢ÿ´þ v[��w<xB�3�� ���yz�{��|��r�}��~P�� ��m���u����~B���3�� ���Ð�N�C Å U]B J SV<?U]N WhSTKTMOSVC�Æs<DCwW/STÌ[CâË^Ì[U]<¹Ë7C$UOÒ�WuSVK^M�STC�Æ]@æÉHM]KTM Z C7SVC1KTW�W J Ë^Ì M]W�É�U]É J B¹M�ST<DUsNWu<?Ê�CsÏ Z�J STMOSV<?U]N­WhSTC�É$WV<?Ê�C]Ï�U]KrWVC�B?C1Ë7SV<?U]N×WTË^Ì[C Z C0<?WYË�KV<DSV<¹Ë�M]B�STU�STÌ[C�>�C�Ì�M Å <?U]KYMON�P.SVÌHCË7U]N Å C�KTÆ]C�N�Ë7C¸ÉHKVUsÉ�C1KuST<DCwW�UOÒ�STÌ[C%WuSVK^M�SVC1Æ]@sF# \sC�@.<¹WVW J C�<?W©STÌ[C M]P[M]É}STMOSV<?U]N×U]Ò-SVÌHC Z�J STMOSV<?U]NâP}<¹WhSTKV<?> J ST<DUsN$P J KT<?N[Æ�STÌ[C�U]É}ST< ÎZ <?Ê1MOSV<?U]N�Ï=CsFAÆ�F ] ;}Ë^Ì Ñ C7Ò�C1B-Ç���\�\såsÈTÏ���Ï��m_cF[Ù�ÌHC:MsP[MOÉ}S^M�ST<DUsN/UOÒ�STÌ[CrWhSTC�ÉRWu<?Ê�C:<?W"KTC�ÆAMOK^P}C1PSVU/>�C M Ë7K J Ë�<?M]B¢Ò M]Ë7SVU]K¸<DN'STÌ[C Ë7UsN Å C�KTÆ]C1NHË7C:K^M�SVC%MsW Ñ C�B?BoM]W�SVÌ[C%ÆsBDUs>HMOBoWuCwMOK^Ë^Ì�É[KTU]É ÎC�KVSV<?C1WYUOÒ"MON Ä ;zF¢Ð�N$SVÌ[C�Ò�UsBDB?U Ñ <?N[ÆHÏ�SVÌHKVC1C Z C1Ë^Ì�MON[<¹W Z W:Ò�UsKYWuSVC1É­WV<?Ê�C M]P[M]É}STMOSV<?U]N$UOÒÆ]B?U]>HM]B!MsW Ñ C�B?B-M]W:<?NHP}< Å <?P J MOB-WuSVC�É­Wu<?Ê�C Ñ <?BDB!>�C P}C1WTË7KT<D>�C1P�F�;o<?Æ J KVCi�0WVÌ[U Ñ W©BD<?N[CwWYUOÒC1Í J MOB}ÉHKVUs>HMO>[<?B?<�Sh@rSTUYÉ[B?MsË7C�Ë^Ì[<?B¹P}KVC1N Ñ ÌHC�KTC�STÌ[C�Ë7C1NASVC�KU]Ò�STÌ[C�Ë7<?K^Ë7B?C1WMON�P�C1BDB?<?ÉHWuCwWMOKTCSVÌ[C:BDU}Ë1M�SV<?U]N�UOÒ¢SVÌHC©ÉHM]KVC1NAS�<?NHP}< Å <¹P J M]B�F=Ù�Ì[CYP}<DÜ�C1KVC1NsS�Sh@=É�CwW�U]Ò�WhSTC�ÉRWu<?Ê�C:M]P[M]É}STMOSV<?U]N<DNHË�B J P}CYSVÌ[CYÒ�UsBDB?U Ñ <?N[Æ Ë�M]WVC1W1Ý� Ù�Ì[C×MsP[MOÉ}S^M�ST<DUsN�U]Ò:UsN[C.Æ]B?U]>HM]B�WhSTC�ÉùWV<DÊ1C.@=<DC1B?P[W�Ë7<?KTË�BDCwW�KVC1É[KVCwWuC1NASV<?N[ÆâBD<?N[C1W/UOÒC1Í J M]B¢É[KVUs>HMO>H<DB?<�Sh@sÏ3;�<DÆ J KVCk� Ç MAÈ�F� Ð�NHP}< Å <?P J MOB}M]P[M]É}STMOSV<?U]N�UOÒ�WuSVC1É�WV<DÊ1C1W�<DN�C1MsË^Ì�Ë7U=UsKTP}<?NHMOSVC�P[<DKTC1Ë7SV<?U]N U]Ò[SVÌHC�ÉHM]KTM Z0ÎC7STC�K�WuÉ�M]Ë7CYË7UsKVKTC1WVÉ�U]NHP[W¯SVU Z J STM�ST<DUsN�C1BDB?<?ÉHWuCwW Ñ Ì[<?Ë^Ì'MOKTC©MOÓ}<?W"ÉHM]KTM]BDB?C�BcÏ�;�<?Æ J KTCc�Ç�>�È7F

Page 4: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

� #ïÆsC�N[C1KTM]BD<?Ê1MOSV<?U]NâUOÒ�STÌ[CRB?MOSuSVC1K0MsP[MOÉ[STM�ST<DUsN Z C1Ë^ÌHM]N[<?W Z MOKTC�Ë7UsKVKTC�B¹M�STC1P Z J STM ÎSV<?U]NHW Ñ Ì[<¹Ë^Ì�Ë�MON.>�C%ÆsC�N[C1KTMOSVC1PR>=@'M BD<?N[CwMOK�STKTM]NHWhÒ�UsK Z MOSV<?U]N'UOÒ-M,/ ÇpT�25VzÈ Î P}<¹W ÎSVKT<D> J SVCwP¬KTM]NHP}U Z Å C1Ë�STU]KwF�Ù�Ì[<¹W%Sh@=É�C/UOÒ Z�J STMOSV<?U]NãP}<¹WuSVKT<D> J SV<?U]Nã<¹W%KTC�É[KTC1WVC�NASTC1P>=@�MOKT>[<DSVK^MOKT<DB?@ U]KT<DC1NASTM�STC1P Z J S^M�ST<DUsN�C1BDB?<DÉ�WuCwW�Ï7;�<?Æ J KTCk� Ç Ë1È7F

0 2 4

0

1

2

3

4

x1

x2

y1

y2

(a)

0 2 4

0

1

2

3

4

x1

x2

y1y2

(b)

0 2 4

0

1

2

3

4

x1

x2 y1

y2

(c)����� §��=§d� gvd�jAt1xvgv��t�ehgvlwb­l1m�q]�hlw±At1±Agvxvgiec�×�]k^bAd�giec�×�]gvdfe��hg�±sjsehgvlwbsdYm¹l��reh�Ak0p©jseut7ehg�l1b�dfehk^q$gvbY��]gvprk^bAd�gvlwbsd^³���tw� gvd�l1e��hl1qAgv{���t�jAd�d�g�t1búqs�hl1±=t�±Agvxvgve��¬�]k^bAd�giec�â�sgvdfe��hgv±Aj]ehg�l1b¬l1m��z|��´±=�%d�{�t�xvk��q]�hlw±At1±Agvxvgiec�©�skTbAd�giec�¸�]g�dfe��hgv±sjsehgvlwbH|s�´{���d�{�t1xvk��Yt�b=���hl1eut7ehk��©q]�hlw±=t�±Agvxvgiec�©�sk^bsd�giec�¸�sgvdfe��hgv±Aj]ehgvlwb�·

þ¢ÿ�� �����3���� �7��w���v[�����< ���u���3~��}���� ����Ù�Ì[C û�U Å M]KV<¹MONHË�C�G�MOSVKT<�Ó�#©P[MOÉ}S^M�ST<DUsN+Çfû"G�#©È:MOÉHÉ[KVU«Ó}< Z M�SVCwW¸M Z J S^M�ST<DUsN$P}<¹WhSTKV<?> J}ÎSV<?U]N Ñ ÌH<?Ë^Ì0<?W�É[KTU]É�C�KTB?@YMsP[MOÉ[SVC1P%SVU©SVÌ[C�B?U}Ë�MOBASTU]É�U]B?U]Æ]@YU]Ò[SVÌ[C"Ö[STN[C1WTW�B?M]NHP[WTË�M]É�CsF«Ù�ÌHCÉ[KVU}Ë�C1WTW!É�C1KuÒ�UsK Z WMYÉ[KT<DN�Ë7<?É[BDC�Ë�U Z É�UsN[C�NAS¯M]NHMOB?@}Wu<¹W!UOÒ�SVÌ[C Ñ C�<?Æ]ÌASTC1P Z J S^M�SV<?U]N WuSVC1ÉHW�FÐ�N0Ë�U]NASVK^M]WuSoSTUYUOSVÌHC�KMOÉ[ÉHKVUAM]Ë^Ì[CwW�Ï1SVÌ[C¸û"G�#æWVÌ[U Ñ W�<DN Å MOKT<¹MONHË�C�É[KTU]É�C�KVSV<?C1WoSTU©ÆsC�N[C1KTM]BBD<?N[C1M]K�SVK^MONHWuÒ�U]K Z M�ST<DUsNHW"UOÒ�STÌ[CrÉHM]KTM Z C�SVC1K�WVÉHMsË7C ] ©MONHWVC�N�� ý:WhSTC�K Z C1<DC1KrÇ���\�\]çAÈp_cF#�BDSVÌ[U J Æ]̬K^MOÉ[<¹P¬Ë7UsN Å C�KTÆ]C1NHË7C M]NHP¬Æ]B?U]>�MOB¯Ë�U]N Å C1KVÆsC�NHË�C0>�C�Ì�M Å <?U]K�MOKTC S Ñ U$Ë7U]N ÎSVK^M]P}<¹Ë�STU]KT@%KVCwÍ J <DKTC Z C1NsS^W ] ;[Ë^Ì Ñ C7Ò�C1B-Ç��}\m\såsÈp_fÏO<�S�<?W<?NHP}<¹Ë�MOSVCwP�<?N ] ©MONHWVC�N¬ÇZ��\m\��sÈ�_�SVÌHMOSSVÌ[C­M]P[M]É}STMOSV<?U]Næ>=@úSTÌ[C­û"G�# Î Ä ;æË�MONæC Å C�NßÌ�M Å C.É�UsWV<�ST< Å C�C7ÜzC1Ë7STW/UsNæSVÌ[C×Æ]B?U]>HM]BË7U]N Å C�KTÆ]C�N�Ë7Cr>�C�ÌHM Å <?U]K:UOÒSVÌHC0WVC1M]KTË^Ì.É[KTU}Ë7CwWVW1F�G�U]KTC�U Å C1K1Ï[SVÌ[C/û"G�# SVC1Ë^ÌHN[<?Í J C0ÌHMsW>�C1C�N­Ò�U J N�P�STU'Ë�U]N Å C1KVÆsC Z�J Ë^Ì×Ò MsWhSTC�K:SVÌ�MONâC Å U]B J SV<?U]N­WhSTKTMOSVC�Æs<DCwW Ñ <�STÌ$UsN[BD@×Æ]B?U]>HM]BMONHP���U]K�<DNHP[< Å <¹P J MOB�WuSVC1É�WV<DÊ1C:Ë�U]NASVKTU]BHÒ�U]K�N[UsN Î WVC�É�MOK^MO>[B?C¸MON�P/>HMsP}BD@ WTË�M]BDCwP Ò J NHË7SV<?U]NHW] ©MONHWVC�NâÇ��}\m\m�AÈp_fF;[U]B?B?U Ñ <DN[ÆâSTÌ[C�N[U]STMOSV<?U]Nß<?N ] ©MONHWVC�N�� ý:WuSVC1K Z C1<DC1KYÇZ��\�\�^OÈ�_:Ò�U]K/SVÌ[C+Ça`��<qp`d25b�È Îû"G�# Î Ä ;zÏ=STÌ[CrUOÜ¢WVÉ[KV<?N[Æ�UOÒ!Æ]C1N[C�K^M�ST<DUsN L ���rMOKTCrË7U Z É J SVC1P�>=@

ô%$'&)C L (� 90� ô�� $'&)(  �z? $'&)(�¡ $'&)(Z¢"$'&)( + � 2¤£ 9 �AÇ��wÈWb Ç�ä=ÈÑ Ì[C�KTC � ô�� $'&)(  9 �`¦¥6§m¨ª©�«­¬®�¯p° ô%$'&)(6 Ç�åsÈ

Page 5: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

KVC1É[KVCwWuC1NASTW�STÌ[C�Ë�C�NASVC1K�UOÒ Z M]WTW�U]Ò�STÌ[C�WVC�B?C1Ë7SVCwP'<DNHP[< Å <¹P J MOB¹W�U]ÒÆ]C�NHC�K^M�SV<?U]N L F�± $'&)(²Z³µ´ <?WSVÌ[CR<DN�P}C7ÓúWVC7S�UOÒ©WVC�B?C1Ë7SVCwPã<?NHP}< Å <¹P J M]B?W�MOS0ÆsC�N[C1KTMOSV<?U]N L Ï·¶ ± $'&)(²�³­´ ¶ 9 `FÙ�Ì[CRKTM]NHP}U ZÅ C1Ë7SVUsKTWJ+­MOKTCJ/ ÇpT�25V¢È�P}<¹WhSTKV<?> J STC1P'MONHP'WVC�K Å C©SVU ÆsC�N[C1KTMOSVCYUOÜ¢WuÉHKV<?N[Æ0Ò�U]K�ÆsC�N[C1KTMOSV<?U]NL �.�sÏ[M]W�Ë1MONR>�C%WVC�C1N�Ò�KTU Z C1Í J M�ST<DUsN­Ç äAÈ7FHÙ�Ì[C�@�Ë�MON'>�C J WVC1P�SVU/Ë�M]B?Ë J B¹M�SVC� +��F$'&)C L (  9 ¥6§m¨ ©�«­¸�¹¬®�¯p° + $'&)C L (  º Ç çAÈ

Ù�Ì[C:Ë�U]B J[Z NHW"UOÒ ¡ $E&F( KVC1É[KTC1WVC�NAS�C1<DÆsC�N Å CwË�SVUsKTW-UOÒ�STÌ[C:Ë�U Å MOKT<?M]NHË7C Z MOSVKT<�Óu» $'&)( F ¢ $'&)(<?W�M¬P}<?M]Æ]UsNHMOB Z M�STKV<DÓ Ñ ÌHUsWVC.C�B?C Z C�NASTW�MOKTC.<?P}C1NASV<¹Ë�MOB¸SVUâSTÌ[C×WTÍ J MOKTCRKTU=UOS^W UOÒYSVÌHCC�<?Æ]C�N Å MOB J CwWzUOÒ7» $'&)( F� �C1NHË7CsÏ7STÌ[CKVC1B?MOSV<?U]NYUOÒ ¡ $E&F( M]NHP ¢�$'&)( SVU¼» $'&)( Ë�MONY>�C-C7Ó}É[KTC1WTWVC1P>A@ » $E&F( 9 ¡ $'&)(�¢�$'&)(�½ ¡ $'&)(�¢�$'&)(­¾r¿ º Çp^]ÈMONHP » $'&)(�À $E&F(6 9 ÇÁ7$'&)(6E6 È _ A À $E&F(6 Ç�AÈÑ Ì[C�KTC À $'&)(6 KTC�ÉHKVCwWuC1NsS^W%STÌ[Ci ΠSVÌ+Ë7UsB J[Z N+UOÒ ¡ $'&)( F Ä M]Ë^Ì�Ë7U Å MOKT<?M]NHË7C Z MOSVKT<�ÓúË�U]KTKVC ÎWuÉ�U]NHPHW!SVU MYÌ=@=É�C�KTC�B?BD<?ÉHWVU]<¹P Ñ Ì[<¹Ë^Ì/P}C�ÖHN[C1WSVÌ[C¸W J KVÒ M]Ë�C"U]Ò¢C1Í J MOBHÉ[KVUs>HMO>H<DB?<�Sh@%SVUrÉ[B¹M]Ë�CUOÜ¢WuÉ[KT<?N[ÆHF3 ¸C�KTC]Ï}STÌ[C%C�<?Æ]C1N Å C1Ë7SVUsKTW"UOÒ�SVÌHC Ë7U Å MOKT<¹MONHË�C Z M�STKV<DÓ�P}C�ÖHN[CrSTÌ[CrU]KT<?C�NASTMOSV<?U]NUOÒ�STÌ[CrÌ=@=É�C1KVC1BDB?<DÉ�WuUs<?PRMONHP�SVÌHC:C1<DÆsC�N Å MOB J C1W�P[C7ÖHN[C:STÌ[C%WVÍ J M]KVCwP/K^M�ST<DU0UOÒoSVÌ[CrB?C�N[Æ]SVÌHWUOÒ!<�S^W�M�Ó}C1W1FÐ�NHWhSTC1MsP'UOÒ J WV<DN[Æ�WuC1BDCwË�SV<?U]N.<?N}Ò�UsK Z M�ST<DUsN.UOÒ-M/WV<DNHÆ]B?C%Æ]C1N[C�K^M�ST<DUsN'WuSVC1É�ÏHUsN[C Ë�U J B¹P

J WuCYM�ÉHM�STÌ/SVÌ�M�S�SVÌ[C:É�U]É J B¹M�ST<DUsN�S^MO\sC1W�U Å C�K"M N J[Z >�C1K�UOÒ�ÆsC�N[C1KTMOSV<?U]NHW1F=; J Ë^Ì�M�ÉHM�STÌ<?W�Ë1MOB?BDCwP�M]N�C Å UsB J ST<DUsN�É�M�SVÌ�Ï�à $'&)C L ( Ï�MONHP�<?W¸Ë�MOB¹Ë J B?MOSVC1P�>=@à $'&)C L ( 9 ÇZ�·ÄgÅ�È A à $'&)( �ÆÅªÇ AdÈ `? $'&)( ½ � ô�� $'&)C L (  Ä � ô�� $'&)(  ¾É Ê)Ë Ì9 È ` ¡ $'&)(Z¢"$'&)( � +�� $'&)C L (  Í

Ç\AÈÎ <�STÌ'SVÌ[CYC Å U]B J SV<?U]NRÉHMOSVÌ�Ï}STÌ[C%Ë7U Å M]KV<¹MONHË�C Z MOSVKT<�Ó�U]ÒoÆsC�N[C1KTMOSV<?U]N L �.�Y<¹W�> J <?B?PR>=@» $E&FC L ( 9 ÇZ�>ÄYÅ�Ï­ÐZÑ«È A » $'&)( �ÒÅ�Ï­ÐWÑ A à $'&)C L ( ½ à $'&)C L ( ¾o¿ º ÇZ��1AÈ

;[U]K�STÌ[C%M]PHMOÉ}S^M�SV<?U]NRUOÒ�SVÌHCrÆ]B?U]>HM]B�WhSTC�É.Wu<?Ê�CsÏ}SVÌHCrC Å UsB J SV<?U]NRÉHM�STÌ�Ã3$'&)C L (Ó Ï Ñ Ì[<¹Ë^Ì<?W�NHUOS�WVË1MOB?C1P�>=@ ¢ Ï}<?W�Ë1MOB¹Ë J B¹M�STC1P�>=@à $'&)C L (Ó 9 Ç��·ÄYÅ Ó È A à $E&F(Ó ��lÅ Ó Ç A�¡ $'&)( ½ ¢ $'&)( ¾BÔ L ½ ¡ $'&)( ¾BÔ L È `? $'&)( ½ � ô�� $'&)C L (  Ä � ô�� $'&)(  ¾É ÊªË Ì9 È ` ¡ $'&)( � +�� $E&FC L ( 

ÇZ�m�«È

Page 6: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

MONHP�<�S^W�B?C�N[Æ]SVÌ'<?W J WuCwP�STU Ë7U Z É J SVCYSVÌHCrU Å C�K^MOB?B¢WhSTC�É'Wu<?Ê�CYÒ�UsK�Æ]C1N[C�K^M�ST<DUsN L ���? $'&)C L ( 9 ? $E&F( A C�Ó}ÉlÕtÖ Ã $'&)C L (Ó Ö ÄØ×Ù ÷Ú ×Ù ÷ Û º ÇZ�wÞsÈÙ�Ì[C J NHP}C1KV>HKTMsË7C1P/SVC1K Z W�<?N'C1Í J M�ST<DUsNHW%Ç�\sÈ�MON�P$ÇZ�m�wÈ"C Z É[ÌHM]WV<?Ê�CYSVÌ�M�S�SVÌHCrC Å UsB J[Î

SV<?U]N ÉHMOSVÌ�Ò�U]K J É�PHM�SV<?N[ÆrSTÌ[C¸Ë�U Å M]KV<¹MON�Ë7C Z MOSVKT<�Ó�P}U=C1W¯N[UOS�P[C�É�C�NHP�UsN�STÌ[C�ÆsBDUs>HMOBHWuSVC1ÉWu<?Ê�C%M]NHP�SVÌHMOS�SVÌ[CrÆsBDUs>HMOBoWhSTC�É.Wu<?Ê�Cr<¹W�N[U]S©WTË�MOB?C1P�>=@/STÌ[C%B?C�N[Æ]SVÌHW�U]ÒoSTÌ[C MOÓ=CwW�UOÒ!SVÌHCZ J S^M�SV<?U]NRC�B?B?<DÉHWVU]<¹P¢FR�C1Ë�U Z�Z C�NHP}CwP�WuSVK^M�STC�Æs@ ÉHMOK^M Z C7STC�K^W�MOKTC ] ¸M]NHWVC�N�� ý:WuSVC1K Z C�<?C�KrÇZ��\m\�^OÈ�_fÝÅ 9 LÜ ÷ 2 Å�Ï­ÐZÑ 9 _÷nÝ C ÷ 2 Å Ó 9 LÜ ÷ 2Å Ç 9ßÞ Å A Ç�ÞàÄYÅ�È)2mÅ Ó Ç 9[Þ Å Ó A ÇcÞàÄgÅ Ó È)2 Ú 9 È ! º ÇZ�1àAÈÐ�N[<�ST<?M]B Å MOB J C1WrM]KVCáà $ Q ( 9 TâMONHPâÃ3$ Q (Ó 9 TâMONHP×SVÌ[C Ë�U Å M]KV<¹MON�Ë7C Z MOSVKT<�Óg» $ Q ( <¹W:SVÌHC<?P}C1NASV<DSh@ Z M�STKV<DÓ¢Ï ] ©MONHWVC�Ne� ý:WhSTC�K Z C1<DC1KrÇ���\�\�^]Èp_cF�ÐfÒ·Å�Ï­ÐZÑ 9 1[Ï¢STÌ[C�NâSTÌ[C Z J STM�ST<DUsNP}<?WuSVKT<?> J SV<?U]N.<¹W�<¹WuU]SVKTU]É[<¹ËOÏ[M]NHP�SVÌ[C�WhSTKTMOSVC�Æs@/<¹W¸Ë�M]BDB?C1P'Ë J[Z J B¹M�ST< Å C%WhSTC�É.WV<DÊ1C%M]P[M]É}STM ÎSV<?U]N¬Çcû�;�#:È"C Å U]B J SV<?U]N'WhSTKTMOSVC1Æ]@]Fã ä ÃuÂz¾H¿¯ò íå·æ�¾Kç@è�½[ÃVò�ÃZé¢ì�½}Ãu¿¯¼��ÿ�� v[ �wn����y@ a�� ����lêu���} ���Ù�Ì[C©ÉHKVUsÉ�UAWuCwP Z <�Ó}C1K"<¹W�M]Ë7SV< Å C�B?@ Ë7UsNsSTKVUsBDB?C1P/SVU0C�N[Ì�MONHË�C Z <DÓ=<?N[Æ0<DN'M0WhSTKTM]<DÆsÌsS�Ë^ÌHMON ÎN[C�BcFm;�BDU Ñ <DN0STÌ[C Z MO<?N0Ë^ÌHM]N[N[C1B}<?W Z MONH<DÉ J B?MOSVC1P0>=@ Ë�U]NASVKTU]B?BD<?N[Æ©SV< Z C Î P}C�É�C�NHP[C�NAS-ÕHU ÑÒ�KVU Z Wu<DÓ�WVC1Ë�U]NHP[M]KV@¬Ë^ÌHM]N[N[C1B?W1F�;[KTU Z STÌ[C1WVC.WuCwË7UsNHP[MOKT@ãË^ÌHM]N[N[C�B¹W1ÏoST< Z C Î P}C1É�C1NHP}C1NsSË7KTUsWTW Î ÕHU Ñ Z U Z C�NAS J[Z <¹W�< Z ÉHM]KuSTC1P+U]N�SVÌHC Z M]<DNæË^ÌHM]N[N[C�B�ÕHU Ñ Ñ Ì[<¹Ë^ÌßMOBDSVC�K^W0SVÌHCSVK^M�ÔhC1Ë7SVUsKV<?C1W�U]Ò�Õ�U Ñ Î STKTMsË7<?N[Æ�ÉHMOKVSV<¹Ë7B?C1W1F7# Z <¹Ë7KTU]Æ]K^MOÉHÌ�U]Ò�STÌ[C Z <DÓ=<?N[Æ�Ë^ÌH<DÉ.<¹W¸WVÌ[U Ñ N<DNe;�<DÆ J KTCrÞ0M]NHP/STÌ[CYÕHU Ñ Ë7U]N[ÖHÆ J K^M�ST<DUsN�<¹W�<?BDB J WuSVK^M�SVCwP�<?Ne;�<DÆ J KVCràHF#¸W�WVC�C�N�Ò�KTU Z ;�<?Æ J KTCrà[ÏASVÌ[C Z M]<DN'Ë^ÌHMONHN[C�B¢<¹W�ÞmëR<?N�ÌHC�<?Æ]ÌAS¸MONHPl�1à º å�ë/<?N'BDC1N[ÆOSTÌÑ Ì[C�KTC.Ìù<¹W/M Å MOKT@=<DN[ƬB?C�NHÆOSVÌùWTË�M]BDCsF Î <DSVÌ�M¬P}<¹WuSTMON�Ë7C�U]Òrà�ëæ>�C7S Ñ C�C�NùWVC1Ë�U]NHPHMOKT@Ë^ÌHMON[NHC�B¹W�ÏsSVÌ[C1@�MOKTCàëo�OÞ%<DN Ñ <?P}SVÌ'MONHPRåmë�<DN�BDC1N[ÆOSTÌ�F}Ù�Ì[C:<DN[B?C7S Å C�B?U=Ë�<�Sh@íì�Çî[ȯU]Ò�SVÌHCZ M]<DN.Ë^ÌHM]N[N[C1B ì�Çî�2Wï 9 1AÈ 9 ì�ðßñr�·Ä ½ îë ¾ _�ò 2}¶ îr¶�ó 9 ë ÇZ��ä=È<?W�É�MOK^MO>�U]B?<?Ë]Ï=M]NHP�SVÌ[Cr<?N[B?C7S Å C1BDU}Ë�<�Sh@/U]Ò�CwM]Ë^ÌRWuCwË7U]N�P[MOKT@/Ë^ÌHMONHN[C�B�WVC7S>Âô 6 9 ×ô 6]WV<?N�Ç�ÞnõUG�6aöU�"÷�6fÈ)2W 9 �sÇ��«Èhà ÇZ�wåsÈ<?W�Wu<?N J WuUs<?PHMOB�<?NæSV< Z C Ñ Ì[C�KTCøG 6 <¹W STÌ[C�UAWVË�<DB?B?MOSV<?U]N+Ò�KTC1Í J C�N�Ë7@]Ï%÷ 6 SVÌ[C×É[ÌHM]WVC�WVÌ[<�Ò´SKVC1B?MOSV< Å CRSVUâSTÌ[C'ÖHK^WhS/WVC7S/UOÒrWVC1Ë7UsNHP[M]KV@ãË^ÌHM]N[N[C1B?W1ϯMON�P ×ô 6 SVÌHC Å C1BDU}Ë7<DSh@úM Z ÉHBD<DS J P[CÑ Ì[C�KTC ×ô 6 MsË�Ë�U]K^P}<DNHÆ STU ] ù U]B?É�C�KVS1ÏHG.C1Ê�<¹ËOÏHG�C�<?N[ÌHMOKVS>� E:MOÌ[B?C�̬ÇcÞn1m1�1sÈp_fFÐ�N/U]K^P}C�K�SVU0WhS J P}@�STÌ[C©É�C�KVÒ�U]K Z MONHË�C�UOÒ�SVÌ[C Z <�Ó}C�KwÏ Ñ CYË7U Z É J SVC¸SVÌ[C Z <�Ó}<?N[Æ�K^M�STCUOÒ"SVÌ[C Õ�U Ñ >=@�N J[Z C�KT<¹Ë�MOB�Wu< Z J B¹M�ST<DUsNHWYUOÒ�STÌ[C Æ]U Å C�KTN[<DNHÆRØ©M Å <?C�K Î ;ASVUs\]C1W:CwÍ J M�SV<?U]N�WM�S¸MúR�C1@ANHU]B¹P[W�N J[Z >�C�K¼ûSü 9 å[Ï Ñ <DSVÌøìdð 9 � Z �OW�MONHPeë 9 � Z F[Ð�N'STÌ[CYÒ�U]B?BDU Ñ <?N[Æ�ÏÑ C Ñ <?BDB�WV\=<DÉRSTÌ[C%;=Ð ÎcJ N[<�S^W�F

Page 7: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

����� §�ýH§ �0gv{T�hlw���ut1qA� l�mzeh�Ak�prgi°]gvbA�¸{V�sgvq·

three pairs of activelly controlled side channels

x mixing channel A

5h

2h

5h

3h 3h 3h

yentrance exit

2 2 2 2 2

U(y)

V V V 1 2 3

h h h 3h 3h

0 12h 13.5h x’����� §�þH§ y]{u�Ak^p%t7ehgv{�l1mzeh�sk"µ=l�~ú{^l1bs®=�1js�ut7ehg�l1b·

Page 8: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

��ÿ´þ � ÿ,xB���7������ �wm�3�%�á~B~������3w<x��}�gêi��������y@ �B�i��xB� � ~B�� �y@�3���������r����Bw��E¸@=NHM Z <¹Ë�M]BsWV@}WhSTC Z SVÌ[C1U]KT@©ÉHKVU Å <¹P}C1WzSTÌ[C Z CwMONHW�SVU¸Ë�U Z É J STC-STÌ[C¯UsÉ}SV< Z J[Z Ò�KTC1Í J C1NHË7@Ò�U]KYM Z <�Ó}C1K Ñ <DSVÌ$U]N[B?@'U]N[C0Ë^ÌHMON[NHC�BcF�Ð�N�U J KYM]WTW J[Z É}ST<DUsN�Ï�U]É}ST< Z�J[Z Z <�Ó}<?N[Æ�U}Ë�Ë J K^WÑ Ì[C�N M:Õ J <¹P0ÉHMOKVSV<¹Ë7B?C�M�SSTÌ[C�B?U Ñ C1K Ñ MOB?B[U]Ò�STÌ[C Z MO<?N�Ë^Ì�MON[N[C1B[<¹W Z U Å C1P SVU:STÌ[C J É[É�C�KÑ M]BDBzMONHP�>HM]Ë^\0STU%SVÌHC©B?U Ñ C1K Ñ MOB?BzP J KT<DN[Æ�U]N[C:M]Ë7S J MOSV<?U]N�É�C�KT<?U=P�Ï]STÌ J W� 9 ä�ë/Ò�U]K"SVÌHCP}<?WuSTM]NHË7C�STÌ[C ÉHM]KuST<?Ë�BDC ÌHMsWYSVK^M Å C1BDCwP×P J KV<?N[Æ.U]NHC É�C1KV<?U}P¢F�×P}C1N[UOSTC1WYSTÌ[C Å C�B?U=Ë�<�Sh@×UOÒSVÌ[CYÕ J <?PR<?N�STÌ[C%WV<?P}CrË^ÌHM]N[N[C1B�F7;HU]K�STÌ[C%Wu< Z J B?MOSV<?U]N�Ï Ñ CrWuC�Sàì ð 9 �YM]NHPeë 9 �sFÐ�N�MrÖHK^WuS"MOÉHÉ[KVU«Ó}< Z M�SV<?U]N�Ï Ñ C:WuC�S Å STU%SVÌHC Z M�Ó}< Z J[Z Å C�B?U=Ë�<�Sh@�M Z É[B?<DS J P}C:<?N/SVÌHC

Wu<¹P}C%Ë^ÌHM]N[N[C�BcÏ� L 9 Þ�ì ð FHÙ�Ì[<¹W�@=<DC1B?P[W¸M Ò�KTC1Í J C1NHË7@�UOÒG 9 L� 9 Þ�ìdðä�ë 9 �Þ ÇZ�1çAÈ

Ð�N�M%WVC1Ë7UsNHP MOÉHÉ[KVU«Ó}< Z M�SV<?U]N�Ï Ñ C©WuC�S Å SVUrSTÌ[CYM Å C�K^MOÆsC Å C�B?U}Ë7<DSh@0M Z ÉHBD<DS J P[C©<?N SVÌHCWu<¹P}CrË^ÌHMONHN[C�BcÏ� _ 9 _ L Ï[MsW�Ò�U J NHP�Ò�UsK�S Ñ U Î P}< Z C�NHWV<DUsNHMOB�ÉHM]KTM]>�UsBD<¹Ë Å C�B?U}Ë7<DSh@ É[KVU]ÖHB?C1W1FØ�UOSTC]ÏwÌ[U Ñ C Å C1K1Ï�SVÌHMOS�M¸ÉHMOK^MO>�U]B?<?Ë-É[KVU]ÖHB?C¯<¹W�N[U]S J WuCwPYÒ�U]KoSVÌ[C"Wu< Z J B?MOSV<?U]NHW1FwÙ�ÌH<?Wo@=<DC1B?P[WM Ò�KTC1Í J C1NHË7@�UOÒ G 9 _� 9 _ A Þ�ìdð

ä�ë 9 �à ÇZ�<^]È

Ð�N0M©SVÌH<DK^P�M]É[É[KTU«Ó}< Z M�ST<DUsN�Ï Ñ C�WVC7S Å SVU:STÌ[C�M Å C1KTM]Æ]C Å C�B?U=Ë�<�Sh@r<?N0SVÌ[C�WV<?P[C�Ë^Ì�MON[N[C1B�Ï

9 _ �� �]Þ � ¿�� _Q WV<?N ñ Þ�õrö� ò P�ö 9 Þõ _ ÇZ���AÈÙ�Ì[<?W�@A<?C�B¹P[W�M�Ò�KTC1Í J C�N�Ë7@/U]ÒG 9 � 9 Þ� _õ�� 9 Þ A _ A Þ�ì�ðõ A ä�ë 9 Þ

àmõ�� 1 º Þ�� ÇZ��\AÈ;[U]KâM Z <DÓ}C�K Ñ <DSVÌ à WV<?P[C+Ë^ÌHM]N[N[C1B?W1Ï Ñ C+N[C�CwP STUøWuS J P[@ SVÌ[CæK^M�SV<?U�>�C7S Ñ C�C1NSVÌ[C+à+Ò�KVCwÍ J C�NHË�<DCwW�Frý©N[CúË�M]N BDCwMOKTNøSVÌHMOS×SVÌHC�KTCã<?W$MùP}<DÜ�C1KVC1NHË7Cú<�Ò�Ò�KTC1Í J C�N�Ë7@øKTM ÎSV<?UsWRMOKTC@�]Ï�KTMOSV<?U]NHM]B�Ï�U]K�<?KTKTMOSV<?U]NHM]B�F Î CâP}<?WuSV<?N[Æ J <?WVÌßSTÌ[C×ÉHM]KTM Z C7SVC1K Å C1Ë�STU]KwÏ�ô 9Ç�G L 25G _ 25G È�Ï Ñ <�STÌ�<¹P}C�NAST<?Ë1MOB�Ò�KVCwÍ J C�NHË�<DCwW�ô 9 ÇZ�<�]Þ�2����OÞ32��<�]Þ]È7Ï<h]KTMOSV<?U]NHM]B�hrÒ�KVCwÍ J C�NHË�<DCwWô 9 ÇZ�<�OÞ32�����à32��<��äAÈ�Ï�M]NHPúhO<?KVK^M�ST<DUsNHMOB�h©Ò�KVCwÍ J C�NHË�<DCwW-ô 9 Ç����}Ç�Þ È å]È)2����}ÇcÞ È ÞOÈ)2��<�]Þ]ÈMsWÉ[KVUsÉ�UAWuCwP�<?N ] ù UsBDÉ�C�KVS1ÏHG�C�Ê�<¹ËOÏ�G.C�<?N[ÌHM]KuS>� E:MOÌHBDC1ÌâÇcÞn1�1m1sȵ_cF��ÿ�� � ~��} y@ ��m���} �����¼�3�<�7y@���������ú�3��� ����� ��wn�} a�����UB�Bwn�� ����Ù�Ì[C�MO< Z U]ÒHSVÌHC�U]É}ST< Z <?Ê1MOSV<?U]N0<?W!STUYU]>}S^MO<?N�STÌ[C�ÉHM]KTM Z C�SVC1K Å C1Ë7SVU]K Ñ ÌH<?Ë^Ì�B?C1M]PHW�SVUYSVÌHCZ UAWhS©É[KVUsN[U J NHË7CwP Z <DÓ}<DN[Æ K^M�STC%<?N'SVÌ[C Z <¹Ë7KTU Z <DÓ=C1K1F�#¸Ë�S J M�ST<DUsN.ÉHMOK^M Z C�SVC�K^W�MOKTCYSVÌHCÒ�KVCwÍ J C�NHË�@]Ï1SVÌ[C�M Z É[B?<�S J P}CsÏwM]NHPYSVÌHC�É[Ì�M]WVC�WVÌ[<�Ò´S�Ò�U]K�C1MsË^ÌrÉHMO<?K�UOÒ}SVÌHC�WVC1Ë7UsNHP[M]KV@YË^ÌHMON ÎN[C�B¹W�Ï�@=<?C�B¹P}<?N[ÆrM¸STUOS^MOB}N J[Z >�C�KU]Ò�\YM]Ë7S J MOSV<?U]N�ÉHMOK^M Z C7STC�K^W�F Î <DSVÌ[<?N0SVÌ[<¹W Ñ U]KT\�Ï Ñ C�WuC�SM Z É[B?<�S J P}C1WM]NHP%ÉHÌHM]WVC1W�SVUrË7UsNHWuSTMONAS Å M]B J C1W1ÏwN�M Z C�B?@ ×ô L 9 ×ô _ 9 ×ô 9 Þ�ìdð 9 Þ}Ï�M]NHP� L 9 � _ 9 1[Ï � 9 õãM]W:WhS^M�STC1P'<?N ] ù UsBDÉ�C�KVS1Ï�G.C�Ê1<?Ë]ÏHG.C�<?N[ÌHM]KuS>� E©M]Ì[BDC1̬Ç�Þn1�1m1AÈp_cF#¸W%UsÉ}SV< Z <DÊwM�ST<DUsN¬ÉHMOK^M Z C7STC�K^WYKVC Z MO<?NâSVÌ[C STÌ[KTC�C Ò�KTC1Í J C1NHË7<?C1W{G L 25G _ 25G Ñ Ì[<¹Ë^Ì Å M]KV@Ñ <�STÌ[<DNRSTÌ[CrBD< Z <�S^W ] 132���_cÏ[W J[Z�Z MOKT<DÊ1C1P�<DNRSTÌ[CrÉHMOK^M Z C�SVC�K Å C1Ë�STU]K�ô 9 Ç�G L 25G _ 25G È�F

Page 9: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

Ù�Ì[C¸Ø¸M Å <?C�K Î ;=SVU]\sC1W-M]NHP/Ë�U]N Å CwË�SV<?U]N Î P}<DÜ J Wu<?U]N�CwÍ J M�SV<?U]N�W¯MOKTC¸P}<¹WTË7KTC7SV<?Ê�CwP J WV<DN[Æ�MWuCwË7U]N�P�UsKTP[C�K!ÖHN[<DSVC Å U]B J[Z C�SVCwË^Ì[N[<¹Í J C�MONHP�WVU]B Å CwP�UsN M û"MOKVSVC1WV<¹MON J Wu<?N[Æ%MrWuSTM]NHP[MOK^PË7U Z É J STM�ST<DUsNHMOB�Õ J <¹P�P[@AN�M Z <?Ë1W¯É�M]Ë^\�MOÆsC ] ;=STMOK Î û"E Ç���\�\�^]Èp_cF}Ù�Ì[C Z MO<?N/ÕHU Ñ Ë^ÌHM]N[N[C�BË7U]NAS^MO<?NHW¯Þn1��ú�1àAå�ÆsKV<¹P É�U]<?NASTW¯<DN�STÌ[C¸WVÉHMON Î M]NHP WuSVKTC1M Z Ñ <?WVC�P}<?KVCwË�SV<?U]N�ÏOKVCwWuÉ�C1Ë7SV< Å C1BD@sÏÑ Ì[<DB?CYSVÌHC WuCwË7UsNHP[MOKT@/Ë^ÌHM]N[N[C�B¹W�M]KVCrP}<¹WVË�KVC�SV<?Ê�CwP J Wu<?N[Æ�å���ån10Æ]KT<¹P�É�U]<?NASTW�CwM]Ë^Ì�FHÙ�ÌHC<DN[<DSV<¹MOBoË7U]N�P}<�ST<DUsNHW�<?N Å U]B Å CYM J N[<DÒ�U]K Z Ë�U]NHË�C�NASVK^M�ST<DUsN�U]Ò�Ê1C�KTU�M]NHP J N[<DSh@/Ò�UsK�SVÌ[C%ÆsKV<¹PÉ�Us<DNASTW!>�C�B?U Ñ MONHP0MO>�U Å C�SVÌ[C�WV@ Z�Z C�SVKT@%B?<DN[C%Çî 9 1sÈ7Ï�KVCwWuÉ�C1Ë7SV< Å C�B?@]FOÙ�ÌHC Z <DÓ}<DN[ÆrK^M�STC<?W�CwWhST< Z MOSVC1P�Ò�KTU Z STÌ[CrBDU}Ë1MOB Å MOKT<?M]NHË7CYU]Ò�SVÌHC%Ë7U]N�Ë7C�NASTKTMOSV<?U]N�ÖHC�B¹P¢Ï

9 Å _ Ä Å _ 2 ÇcÞn1AÈMONHP Å�P}C1N[UOSTC1W¸SVÌ[C Z C1M]N�Ç�WuÉHMOSV<¹MOB´È:Ë7U]N�Ë7C�NASTKTMOSV<?U]N.<?N×STÌ[C�KVC1Æ]<?U]N�!ÚÇ;�<?ÆHF�àsÈ Ñ Ì[<¹Ë^ÌC7Ó=SVC1NHP[W�>�C7S Ñ C�C�Niï 9 �wÞmëRM]NHPíï 9 �1à º å�ë�F=ÐfÒoSVÌ[C1KVCY<¹W�N[U Z <DÓ}<DN[Æ�Ï 9 1 º Þ]å}Ï}M]NHP/<DÒSVÌ[C1KVCY<¹W�É�C1KuÒ�CwË�S Z <DÓ=<?N[Æ�Ï 9 1HFÙ�Ì[C Us>}ÔhC1Ë7SV< Å CrÒ J N�Ë�SV<?U]N$<?W¸SVÌHC Z <�Ó}<?N[Æ�K^M�STC Ï�M Å C�K^MOÆsC1P�>�C�S Ñ C1C�N.ST< Z Ccö 9 \�1MONHPãSV< Z Ciö 9 �1àAå}Ï!M.SV< Z C'KVC1Æ]< Z C�<DN Ñ Ì[<¹Ë^ÌãSVÌHC�Õ�U Ñ ÌHM]W�KVCwM]Ë^Ì[CwPãWuSVC1MsP}@ Î WuSTMOSVCsFÙ�< Z Ctö 9 �1àAå0Ë7U]KTKTC1WVÉ�UsNHP[W¯SVUe��1�ÕHU Ñ SVÌ[KTU J Æ]Ì/ST< Z CwW Ñ Ì[<¹Ë^ÌR<¹W�P}C�ÖHN[C1P'MsW

��" 9 #ì�ð 9 �wà º åmëìdð 9 �1à º å º ÇcÞ��«ÈÙ�Ì[C û"Q�$ ST< Z C0Ò�U]K:U]N[C Ò J NHË7SV<?U]N­C Å MOB J M�ST<DUsN�Ï�<�FzC]FzUsN[C%ÕHU Ñ WV< Z J B¹M�ST<DUsN J NASV<?B�SV< Z Cö 9 �1àAå}ÏASTM]\]C1W�M]>�U J S�à/û"Q%$ Ì[U J KTW"UsN'M ; J N.;}ÉHMOK^Ë&$�BDSVK^M Î Þ%É[KTU}Ë7CwWVWVU]KwFÙ�Ì[C.Ë^Ì[UsWVC�N+U]É}ST< Z <?Ê1MOSV<?U]N Z C7SVÌHU=P+<¹W/MON+C Å U]B J SV<?U]NæWuSVK^M�SVC1Æ]@ Ñ <DSVÌßË�U Å M]KV<¹MON�Ë7C

Z MOSVKT<�Ó%MsP[MOÉ}S^M�ST<DUsN Ñ <�STÌ <?NsSTC�K Z C1P}<¹M�STC¯KTC1Ë7U Z >[<?NHMOSV<?U]NYUOÒ[STÌ[C¯É�MOKTC�NASTW1Ï1Ë1MOB?BDCwP/Ça`rqF25b�È Îû"G�# Î Ä ;zF¢Ù�Ì[C0É�U]É J B¹M�ST<DUsN$Ë�U]NHWV<?WuSTW©UOÒj` 9 Þ�ÉHMOKTC�NASTW:MON�Plb¬õ ] ç325�32��}1�_!Ë^Ì[<DB¹P}KTC�N�F$¸WV<DN[Æ SVÌ[C©C7Ó}É[B?<?Ë�<�S Z C1WTWVM]Æ]C�ÉHMsWVWV<?N[Æ�Ç G×Q-ÐuÈ�ÏsSVÌHC©UsÉ}SV< Z <DÊwM�SV<?U]N <¹W�É�C1KuÒ�UsK Z C1P/<DN/É�MOK ÎMOB?BDC1B¢U]N.M�Ë7B J WhSTC�K�U]Òdbo�OÞ�; J N Ñ U]KT\}WhS^M�SV<?U]N�W�F��ÿ(' � ~��} y@ ��m���} ����)í���}�����;[U]K"M]Ë7S J MOSV<?U]N UOÒ�UsN[C]Ï]S Ñ U�ÏsM]NHP�SVÌHKVC1C�Ò�KVCwÍ J C�NHË�<DCwW�Ï]SVÌ[C©<DNH<�ST<?M]B�M]NHP�SVÌHC�ÖHNHM]BHÉHM]KTM Z0ÎC7SVC1KTW�M]NHP Z <DÓ}<DNHÆ KTMOSVC1W�M]KVC:Æ]< Å C1N�<?N.ÙoM]>[B?Cc�sF* CwWu<¹P}CwWSVÌHC�SVÌHKVC1C©MO>�U Å C ÎcZ C1NsST<DUsN[C1P0UsÉ}SV< Z <DÊwM�SV<?U]N�W�Ï Ñ C:Ë7U J B?P�N[U]S"MOÜ�UsKTP0STU K J NUOSVÌHC�K¯UsÉ}SV< Z <DÊwM�ST<DUsNHW Ñ <DSVÌ�M%P[<�ÜzC�KTC�NAS�P}<?KTC1Ë�S"WuCwMOK^Ë^Ì�STC1Ë^Ì[NH<?Í J C¸M]NHP Ë7U Z ÉHMOKTC�<�S Ñ <�STÌSVÌ[C Ä ;æP J C.STU¬SVÌHC�B?M]KVÆsC.Ë7U Z É J STM�ST<DUsNHMOB:Ë7UAWhSwFX �U Ñ C Å C�KwÏ Ñ C�Ë�U Z ÉHMOKTC'SVÌHC�U]É}ST< ÎZ <?Ê1MOSV<?U]N$KVCwW J BDSTW Ñ <DSVÌâP}@=NHM Z <¹Ë�MOB!WV@=WuSVC Z SVÌ[C1U]KT@]Fo;[UsKYà�M]Ë7S J MOSVC1P�Ò�KVCwÍ J C�NHË�<DCwW�Ï Ñ CU]>}S^MO<?NßSVÌ[C×Ò�U]B?BDU Ñ <?N[Æ Z <DÓ}<DN[Æ�KTMOSVCwW�Ý�Ù�Ì[C×É�MOK^M Z C7STC�K Å C1Ë�STU]KRô 9 Ç��<�]Þ�2��<�OÞ32����OÞ]ÈÑ <�STÌ <¹P}C�NAST<?Ë1MOB:Ò�KVCwÍ J C�NHË�<DCwWR@A<?C�B¹P[WRSTÌ[C Z <DÓ}<DN[ÆæK^M�STC 9 1 º �wåm\]ç Ñ Ì[<DB?C­U J K'<?N[< ÎSV<¹MOB¼h]KTMOSV<?U]NHM]B�h×Ò�KVCwÍ J C�NHË�@�WVC7S�ô 9 ÇZ�<�]Þ�2�����à72��<��äAÈYÆs< Å C1W J W 9 1 º 1sàOä=å}FdhOÐ�KTKTM ÎSV<?U]NHM]B�hRÒ�KTC1Í J C1NHË7<?C1W%MsWrÉ[KTU]É�UsWVC1P­<?N ] ù U]B?É�C�KVS1ÏHG.C1Ê�<¹ËOÏHG�C�<?N[ÌHMOKVS>� E:MOÌ[B?C�̬ÇcÞn1m1�1sÈp_ô 9 ÇZ�<�}ÇcÞ È åOÈ)2��<�[Ç�Þ È ÞOȪ2����OÞ]ȸ@=<DC1B?P 9 1 º 1AÞn�så Ñ Ì[<?Ë^Ì­<¹W¸STÌ[C�>�CwWhS Z <DÓ=<?N[ÆRÒ�U J NHPSVÌ[C1U]KTC7SV<¹Ë�M]BDB?@]F�#¸W:U]NHC�Ë�M]N×WVC�C]Ï�SVÌHC C Å U]B J SV<?U]N�MOKT@�UsÉ}SV< Z <DÊwM�SV<?U]N×@A<?C�B¹P[W:M Z�J Ë^Ì�>�C7S ÎSVC�K Z <�Ó}<?N[Æ�K^M�SVC U]Ò 9 1 º 1sÞ��wà Ñ <�ST̬SVÌ[C/Ò�KVCwÍ J C�NHË�<DCwW%KTC�É�U]KVSVC1P­<?NúÙ�MO>[B?Ce�]F�Ù�Ì[<?WKVCwW J BDS Z C1M]NHW:M/Ë7UsNHWu<¹P}C1KTM]>[BDCr< Z É[KTU Å C Z C1NsS:Ë7U Z ÉHM]KVCwP Ñ <�STÌ×N J[Z >�C�K^W�Ò�KTU Z M Ñ C�B?B ÎC1WuSTMO>HBD<¹WuÌHC1PRSVÌHC�U]KT@]F�;o<?Æ J KVCrä/WVÌ[U Ñ W�S Ñ U/WuN�MOÉHWVÌ[UOS^W�UOÒ!STÌ[CrÕHU Ñ <DN'STÌ[C Z <¹Ë7KTU Z <�Ó}C1KM�S�SV< Z Ctö 9 äAå Ò�U]K�STÌ[Cr<¹P}C�NASV<¹Ë�M]B�MONHPRUsÉ}SV< Z MOBzÒ�KTC1Í J C�N�Ë7<?C1W1Ï}KVCwWuÉ�C1Ë7SV< Å C�B?@]F

Page 10: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

� jsp:±}kT�l�m�t1{Vehj=t�ehk^��m?�hk,+�jsk^bA{^gvk^d - � .acbsgvehg�t�xHmD�hk,+�jAk^bs{^gvk^d / ` 0 · �21 0 · 1 0 · 1/ � 0 · -2- 0 · 1 0/43 0 · 1 0 0acbsgvehg�t�x�prgi°]gvbA�©�ut7ehk 5 0 · 0 -2671 0 ·8.:9 0 ·8.,;< k^dfe-m?�hk=+Ojsk^bA{Tg�kTd / ` 0 ·8.>6 0 ·8.=6 0 ·8.:1/ � 0 · -}� 0 · -<� 0/ 3 0 · 1 0 0 0< k^dfe¯prgi°]g�bs�©�ut7ehk 5 0 · 0 ��.=- 0 · 0 -79 0 · 0@?� jsp:±}kT�l�mzm¹jsbA{Tehgvl1b�k^ª1t1xvj=t7ehg�l1bAd 6 ?20 6<� 0 ? 6A ¥A CB(D��A§�E q]ehgvprg��^t�ehgvlwb �hk^d�jAxiehd

����� §:F�§ �zxvl�~+t�{Tehj=t7ehk���±��reh�sk�m?�hk=+Ojsk^bA{Tg�kTdHGJI��K.:L}��M,.:L���M,.:L��w���´xvkTm?eV�!t�b=� ±O�reh�sk"l1qsehgvp%t1xmD�hk,+�jAk^bs{^gvk^d%GNIø� 0�O .=6PM 0�O -<��M 0�O 1 0 ���¹�hgv�w��eV�Ù�Ì[C�P}<Dü/Ë J BDSh@'Ò�U]K©SVÌHC�UsÉ}SV< Z <DÊwM�SV<?U]N$UOÒS Ñ U/Ò�KTC1Í J C1NHË7<?C1W©<?W©STÌ[C J NHWhSTC1MsP}<DNHC1WTW¸<?NSVÌ[C0KVC1Æ]<?U]N Ñ Ì[C1KVCkG L -[G _ F Î C Ò�U J NHP�SVÌHMOS Ñ ÌHC�N.STÌ[C Ò�KTC1Í J C1NHË7<?C1W:MOKTC WV< Z <?B?M]K1Ï�SVÌHCP}@=NHM Z <¹Ë�MOB�>�C�ÌHM Å <?U]K0UOÒ©SVÌ[C.WV@=WuSVC Z W0Ë^Ì�MON[ÆsC1W�W J Ë^ÌãSVÌ�M�S/WuÌHC1P[P}<?N[Æ­UOÒ©Õ J <¹PúÉHMsË^\ Î

MOÆ]CwW%U}Ë�Ë J K^W�M]NHPúM Å C�K^MOÆ]<?N[ÆRSVÌHC Z <DÓ=<?N[Æ­KTMOSVC�<DNúSVÌ[CRB?MsWhS�SVÌ[<?K^PãUOÒ¸SVÌ[C'Wu< Z J B?MOSV<?U]NSV< Z C0WhSTU]ÉHW¸>�C1<DNHÆ�M/Ë^ÌHM]KTMsË�SVC1KV<¹WV<?Ë Z C1MsW J KTC%U]Ò�STÌ[C%Õ�U Ñ >�C�Ì�M Å <?U]KwF7#©Ë�S J MOB?BD@sÏ Ñ C P}<¹PN[UOSYBDCwMOKTN.SVÌH<?WY>�C�ÌHM Å <?U]K:>�C�Ò�U]KTC UsÉ}SV< Z <DÊwM�SV<?U]N�Fo# P}<?KTC1Ë�SrWVC1MOK^Ë^Ì Z C7STÌ[U}P Ñ <DSVÌ[U J SrMË�MOÉ�MO>[<?BD<DSh@­UOÒ�ÌHM]NHP}B?<DN[Æ$N[U]<¹WVC Ñ U J B¹P¬N[UOS0ÌHM Å C >�C�C1N�M]>[BDC�SVU�U Å C�K^Ë7U Z C�STÌ[C�M]>�U Å CP}<�ü/Ë J B�Sh@RMONHP Ñ U J B¹PRÌHM Å CYË7UsN Å C�KTÆ]CwP�SVU�STÌ[C J NHWuSVCwM]P}@/KTC�Æs<DUsN�F[Ù�Ì[CYKTC1Ë7U Z >[<?NHMOSV<?U]NÇ 9 M Å C�K^MOÆs<DNHÆAÈ�Ò�C1M�S J KTC UOÒ"SVÌ[CRû"Gø# Î Ä ; Z MONHM]Æ]C1P×SVU.CwWVË1MOÉ�C�SVÌ[<¹W%KTC�Æs<DUsN�F�;[UsKrSVÌHCS Ñ U Î Ò�KTC1Í J C1NHË7@�MsË�S J M�ST<DUsN�Ï=SVÌ[C Z <DÓ}<DNHÆ KTMOSVC%M]W�M0Ò J NHË�ST<DUsN.UOÒ�SVÌ[C MsË�S J M�ST<DUsN�ÉHM]KTM Z0ÎC7SVC1KTW0<¹W�KVCwË7UsNHWhSTK J Ë�SVCwPâÒ�KTU Z SVÌHC'Ë�U Z É J STC1P�É�Us<DNAS^W P J KT<DN[Æ$SVÌHCRUsÉ}SV< Z <DÊwM�ST<DUsN�ÏWuC1C;o<?ÆHF�å}FÙ�Ì[C U]É}ST< Z M]BÒ�KVCwÍ J C�NHË�@×U]Ò"STÌ[C�ÖHK^WhS0Wu<¹P}C/Ë^ÌHM]N[N[C�B�MOÉ[É�C1M]KTW:STU.>�C/<?NHP}C1É�C1NHP}C1NsS

UOÒSVÌHC N J[Z >�C�K:UOÒ¯MsË�S J M�STC1P'Ò�KTC1Í J C1NHË7<?C1W1FHÐ�N×SVÌ[C SVÌ[KTC�C�U]É}ST< Z <?Ê1M�ST<DUsNHW1Ï[SVÌHC ÖHK^WuS©ÉHM ÎKTM Z C�SVC1K�MOSuS^MO<?NHW Å M]B J C1W"UOÒ!MO>�U J S>G L 9 1 º ��ä¼Äl1 º �wå}F}Ù�Ì[CYWTM Z CYÉ[Ì[C�NHU Z C�N[UsN�U}Ë�Ë J K^W

Page 11: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

0

0.5

1

0

0.5

10

0.05

0.1

0.15

0.2

0.25

frequency 1frequency 2

mix

ing

rate

�X�E� §2QH§ y]j]��m´t�{^k�l1m¢eh�sk�prgi°sgvbs�©�ut�ehk�t�d¯t©m¹jsbA{Tehgvlwb0l1m¢eh�Ak�ec~!lYt1{TehjAt�ehgvlwb0mD�hk,+�jAk^bs{^gvk^dÒ�U]KSTÌ[C¸WVC1Ë7UsNHP�Ò�KVCwÍ J C�NHË�@%Ò�UsKSVÌ[C¸U]É}ST< Z <?Ê1M�ST<DUsN�UOÒ�S Ñ U%M]NHP�SVÌ[KTC�C�Ò�KTC1Í J C1NHË7<?C1W Ñ Ì[C�KTCG _ 9 1 º àAÞ}FR S%梽"ä Ã�å�Ãu¼�ðÙ�Ì[C�Ë7UsNASVKTU]B-U]ÒÔhC7S Õ�U Ñ WrÌHM]W�MOÉ[ÉHBD<¹Ë�MOSV<?U]NHWr<?N Å MOKT<?U J WYÖ�C�B¹P[W W J Ë^ÌãM]W�Ë7U Z > J WuSV<?U]N�ÏMOC�KTU}P}@=NHM Z <¹ËrN[Us<?WVC]Ï�MONHP�ÔhC�S:ÉHKVUsÉ J B¹Wu<?U]N�F�Ù�Ì[C Z <DÓ}<DN[Æ�KTMOSVC%U]Ò¯MrÔhC�SYË1MON.>�C0M]B�STC�KTC1P>A@$MOÉ[É[B?@=<DNHÆRM'W J <�S^MO>[B?C�C7Ó[Ë7<DSTMOSV<?U]N­M�SYSVÌ[CYÔhC�S%U]KT<�Ö�Ë7C]F Î C�C7Ó[M Z <?N[C M�ÉHKVU]SVUOSh@=É[<¹Ë�M]BË7U]N[ÖHÆ J K^M�ST<DUsN/Ò�UsK!ÔhC7S Z <DÓ=<?N[Æ J WV<?N[Æ M Å U]KVSVC�Ó/ÖHB¹M Z C�NAS Z C7STÌ[U}P�STU/Wu< Z J B?MOSVC:SVC Z É�U ÎKTM]BDB?@ Å MOKT@=<DN[ÆYÔhC�STW1FHÙ�Ì[C Å U]KVSVC�Ó/ÖHB¹M Z C�NASTW¸MOKTCYW J >}ÔhCwË�S�STU/MOÊ1< Z�J SVÌHM]B�É�C�KVS J KT>HM�ST<DUsNHW1Fý J K©Us>}ÔhC1Ë7SV< Å C�<?W©SVU Z M�Ó}< Z <?Ê�C�SVÌHC�B?C�N[Æ]SVÌ$UOÒ�M]BDB Å UsKuSTC7Ó'ÖHB¹M Z C�NASTW1Ï�<�F C]FzSTU/ÖHNHP×SVÌHCÉ�C1KuS J KV>�M�SV<?U]N$ÉHMOK^M Z C�SVC�K^W Ç�M Z É[B?<�S J P}CwWrMONHP×É[ÌHM]WVC�WVÌ[<DÒ´STW^ȸSVÌHMOSYË1M J WVC STÌ[C0Æ]KTC1M�STC1WuSÉ�C1KuS J KV>�M�SV<?U]N�F=ý©É}ST< Z <?Ê1M�ST<DUsN�ÉHMOK^M Z C7STC�K^W-MOKTC�SVÌHC�É[ÌHMsWuC�WVÌ[<DÒ´STW�T�U]Ï�Ç(V 9 Þ�2 ºEº�º 2^å]È!M]NHPSVÌ[C0M Z É[B?<�S J P}C1W&WXUOÏÇYV 9 �m2 º�º�º 2^å]È�U]ÒSVÌ[C�MOÊ1< Z�J SVÌHM]B�É�C�KVS J KT>HMOSV<?U]N�FzÙ�Ì[C ÉHÌHM]WVC WVÌ[<�Ò´ST L <¹W%WuC�SrSVU.Ê1C�KTUHF�Ù�Ì[C/M Z ÉHBD<DS J P[CZW[U 9 1 º Þ�Æ]< Å C1N$>=@ ] G�M]KuST<DN�� G.C1<D> J KVÆ.ÇZ��\m\AÞ]Èp_>HM]WVC1P¬UsNãB?<DN[CwMOK�WhS^MO>[<?B?<�Sh@¬MOKTÆ JHZ C1NASTW Ë�U]KTKVCwWuÉ�U]N�P[WrSTU$M�É�C�KVS J KV>HMOSV<?U]NãU]Ò�ä�\�Fd;[UsKSVÌ[C�U]É}ST< Z <?Ê1M�ST<DUsN�Ï Ñ C/< Z É[B?C Z C�NAS MãÇ������wÈ Î Ä ;­K J N[NH<DN[Æ�Ò�U]K�àm1m1'ÆsC�N[C1KTMOSV<?U]NHW Ñ <�STÌ<DN[<DSV<¹MOB Å MOB J CwW¸Æs< Å C�N�>=@ ] G×MOKVSV<?N­ÇcÞn1m17�wÈp_fF Î <�STÌ�STÌ[C�ÉHÌHM]WVC1W:Ë7UsNHWhSTKTM]<DNHC1P'>�C7S Ñ C�C�Nl1MONHP��]Ï�S Ñ U.UsÉ}SV< Z <DÊwM�ST<DUsNHW%MOKTC�É�C1KuÒ�UsK Z CwP¢FoÙ�Ì[C�Ö�KTWuS U]É[SV< Z <?Ê1MOSV<?U]N�Ï�Ò�U]K Ñ Ì[<¹Ë^ÌâSVÌHCM Z É[B?<�S J P}C1W:MOKTC%Ë7UsNHWuSVK^MO<?N[C1PR>�C7S Ñ C�C�N�1�MONHPY�sÏH@=<DC1B?PHW¸MON×<DNHË�KVCwM]WVCrUOÒäAÞZ\ Ò�UsK�SVÌHCÖHB?M Z C�NAS0B?C�NHÆOSVÌ�F�Ð�NúSVÌ[C'WVC1Ë7UsNHPãUsÉ}SV< Z <DÊwM�ST<DUsN Ñ <�STÌ�B?U Ñ C�K�M]NHP J É[É�C1K M Z É[B?<�S J P}C1WUOÒ·1.MONHPY1[FiÞ]å[Ï¢KVCwWuÉ�C1Ë7SV< Å C1BD@sÏ¢SVÌ[C/ÖHB?M Z C�NAS%BDC1N[ÆOSTÌâ<?Wr<?NHË�KVCwM]WVC1P­>=@×U]NHBD@"�Z\�F�Ù�Ì[<?W<DNHP[<?Ë1M�SVCwW�SVÌ�M�S�SVÌHC J É[É�C�K�B?< Z <DS¸U]ÒoSTÌ[C%M Z É[B?<�S J P}CwW�ÌHMsW�M�Ì[<DÆsÌ'< Z ÉHMsË�S�U]NRSTÌ[CrU]É}ST< ÎZ <?Ê1MOSV<?U]N�KTC1W J BDS:M]NHP'SVÌHC�KTC7Ò�U]KTC WVÌ[U J B?P.>�C�Ë^Ì[UsWVC�N�Ë1MOKTC7Ò J B?BD@sF�;�<?Æ J KTC1W©ç�M]NHPl^ WVÌ[U Ñ

Page 12: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

SVÌ[C Ö�B?M Z C1NAS WhSTK J Ë7S J KTC UOÒ"SVÌHC J É[É�C�K�ÌHMOBDÒoÔhC�S%Ò�KTU Z M]N¬M�Ó}<?M]B Å <DC Ñ F�Ù�Ì[C�WuSVK J Ë7S J KTCKVCwW J BDSV<?N[Æ Ò�KTU Z SVÌHCrÖHK^WhS¸UsÉ}SV< Z <DÊwM�ST<DUsN�WuC1C�N.<?Nø;�<DÆ J KVC%à/ÌHM]W¸BDUsN[Æ]C1K�ÖHB¹M Z C�NASTW�SVÌHM]NSVÌ[CrUsN[C:Ò�KVU Z SVÌ[Cr<?N[<DSV<¹MOB�WuSTMOSVC%WVC�C1N�<?Ne;o<?Æ J KVC%Þ}F

0

1

2

3

4

5

6

7

-8 -6 -4 -2 0 2 4 6 8

z]

y�X�E� §2^H§ �zgvx�t1prk^b�e-dfe��hjA{Vehjs�hk�l1m�eh�Ak�jsqAq}kT�-�At1xim�l1mzeh�sk�¶fkVe�|=kT°]{^gieut�ehgvl1b0~-gieh��gvbAgiehg�t1x�ª1t1xvjsk^d

0

1

2

3

4

5

6

7

-8 -6 -4 -2 0 2 4 6 8 10

z]

y����� §@_[§ �zgvx�t1prkTbOe�dfe��hjA{Tehj]�hk-l1mHeh�Ak-jAqsq}kT���At1xim�l1mHeh�Ak¢¶fkTe�|OkV°s{Tgveut7ehgvlwbr~-gieh� l1qsehgvp:jspùªwt�x�jsk^d�¹®s�hdfe-lwq]ehg�prgv��t7ehgvlwb}�

Page 13: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

` a�Á�¾�b©Ãu¼¼ædc¬ëuìÀ>æfe Ãuëuò g­¿"¿�ëuÃu¼¸ð#�NRC Å UsB J SV<?U]NHM]KV@ MOB?Æ]UsKV<DSVÌ Z <?W�< Z É[BDC Z C�NASVCwP�<?NRM0KTC1M]BD<¹WhST<?Ë:M J SVU Z MOSVC1P�P}C1WV<?Æ]N�Ë�@}Ë7B?CUOÒ:S J KT>[<?N[C�>[B¹M]P}C'Ö�B Z Ë7U=U]B?<?N[ÆHF-Ù�Ì[<¹W/P}CwWu<?Æ]NßË�@=Ë�BDC.<?N Å UsB Å C1W0SVÌHC J WuC.U]ÒrC Z É[<?KV<¹Ë�M]BÒ�U]K Z J B¹M]W�Ò�UsK¸STÌ[C%Õ�U Ñ Ë1MOB¹Ë J B¹M�ST<DUsN.MONHP'STÌ[C J WuC%U]Ò¯M/Ë7U Z�Z C1KTË�<?M]BoWVUOÒ´S Ñ MOKTCrÉHM]Ë^\�M]Æ]CÒ�U]K/STÌ[C×WV< Z�J B¹M�SV<?U]NßU]ÒYSVÌ[C$Ì[C1MOS/SVK^MONHWuÒ�C�K�É[KVUs>[B?C Z F�Ù�Ì[C$U Å C1KTM]BDB�É[KTU}Ë7CwWVW/Ë�U]NHWV<¹WhS^WUOÒ-MON'C�NHÆ]<?N[C�C1KV<?N[Æ Z J BDSV<?U]>[ÔhC1Ë�ST< Å CrU]É}ST< Z <?Ê1MOSV<?U]N.É[KTU]>[B?C Z Ñ <�STÌ�Ë7UsNHWhSTKTM]<DNAS^W�F}Ð�N'STÌ[<?WÑ UsKV\ Ñ C Ë7U]N�Wu<¹P}C�KYSTÌ[C/WVU]B J SV<?U]N­UOÒ�SVÌ[<¹WrÉ[KTU]>[B?C Z <DN­SVÌHC/Ë7U]NASTC7Ó=SrUOÒ"M]N­M J SVU Z M�SVCwPU]É}ST< Z <?Ê1M�ST<DUsN.Ë7@}Ë7B?C J Wu<?N[Æ�C Å U]B J SV<?U]N'WuSVK^M�SVC1Æ]<?C1W1F}Ð�NRÖHB Z Ë7U=U]B?<?N[ÆHÏ=STÌ[C%Ë7U=U]B¹MONAS�B?C1M Å CwWSVÌ[C�>[B?MsP}C%STÌ[KTU J ÆsÌ.KVU Ñ W�U]Ò-Ì[U]B?C1W1Ï[Ò�UsK Z <?N[Æ�M�É[KVU]SVCwË�SV< Å C%ÖHB Z UsN'SVÌ[C0U J STC�K:W J KVÒ M]Ë�CUOÒ-STÌ[C�>[B?MsP}C]Ï¢WVC�ÉHM]KTMOSV<?N[Æ/STÌ[C�Ì[UOSYÆsMsW�Ò�KTU Z STÌ[C Z C7STM]B�F�Ù�ÌHC0P}CwWu<?Æ]N$UOÒ-STÌ[C Ë7U=U]B?<?N[ÆË7U]N[ÖHÆ J K^M�ST<DUsN:M]< Z W�MOS�>�U]SVÌ Z <?N[< Z <?Ê�<?N[Æ�STÌ[C-Ë7U=U]B¹MONAS�W J É[É[B?@©M]NHPrM]Ë^ÌH<DC Å <?N[Æ�U]É[SV< Z J[ZË7U=U]B?<DNHÆHÏ Ñ Ì[<DB?C:U]>�C�@=<DNHÆ�Ë7C1KuS^MO<?N/C�NHÆ]<?N[C�C1KV<?N[Æ�Ë�U]NHWuSVK^MO<?NASTW1F�;HU]K�SVÌ[CrWV< Z�J B?MOSV<?U]N/U]Ò�SVÌHCË7U=U]B?<DNHÆ0Ë�U]N}ÖHÆ J K^M�SV<?U]N�ÏsSTÌ[C Z M]WTW"ÕHU Ñ UOÒoSVÌ[C%Ë�U=U]B¹MONAS�M]NHP�SVÌ[CrW J KuÒ MsË7C©SVC Z É�C�K^M�S J KTCUOÒ"SVÌ[C/>HB?MsP}C/MOKTC Ë7U Z É J SVC1P�Ï�>HMsWuCwP$UsNâÆ]< Å C�N­C7Ó=STC�KTNHMOB-M]C�KTU=P[@AN�M Z <?Ë�M]NHP$SVÌ[C1K Z MOBË7U]N�P}<�ST<DUsNHW"Ò�U]K�M�S Ñ U Î P}< Z C1NHWV<DUsNHMOBz>[B¹M]P}CrÆsC�U Z C�SVKT@]F

h¢ÿ�� êi����wm�< ~��} ���K��|·�jic��3�B�ø�������� �B�Y�����lk ��U�����} ���# Sh@=É[<?Ë1MOB Å M]N[C%Ë7U=UsBD<?N[Æ/Ë7UsN}ÖHÆ J KTMOSV<?U]NR<?W©WuÌHU Ñ NR<?N�;�<DÆ J KTC å}F äHF[ÐfS©Ë�U]NHWV<¹WhS^W�UOÒ!SVÌHKVC1CË7U Z É�U]N[C1NASTW1ÝsÇ�<´ÈoMONr<?NHWuC1KuSoÒ�U]Ko< Z É[<?N[Æ]C Z C�NAS�Ë�UAUsBD<?N[ÆnmsÇ�<?<´È¢STÌ[C-STKTM]<DB?<DNHÆ�C1P}ÆsC-Æ]C1U Z C7STKV@Ò�U]K%Ë7UsN Å C1Ë7SV<?U]N­Ë7U=U]B?<DNHÆ�m-Ç�<?<?<¹ÈYË�UAUsB?M]NASYM]<DKrB?C1M Å <?N[Æ�STÌ[C <?NHWu<¹P}C�UOÒ"SVÌHC >[B?MsP}C0SVÌ[KTU J Æ]ÌÌ[U]B?C1W M]NHP+\]C�C1É[<?N[ƬM�SuS^M]Ë^Ì[CwPæM]W M$ÖHB Z ϯSVÌ[C1KVC1>=@úË7U=U]B?<?N[Æ­SVÌ[C.U J SVC1K�W J KuÒ MsË7C]F-Ù�ÌHCË7U=U]B¹MONAS¯Õ�U Ñ <?W�P}CwWVË�KV<?>�C1P�>A@�STÌ[KTC�CYP}<�ÜzC�KTC�NAS�Ë7U=U]B?<?N[Æ Z CwË^ÌHMON[<¹W Z W�>HMsWuCwP/U]N�C Z É[<?K Î<?Ë1MOB¯Ë�U]KTKVC1B?MOSV<?U]NHW Ñ Ì[<¹Ë^̬Ë7U Z É J SVC�SVÌHC Ì[C1MOSrSVK^MONHWuÒ�C�K%Ë�UAC�ü/Ë7<?C�NAS MONHP$STÌ[C SVC Z É�C1KTM ÎS J KTC%<?N.SVÌ[C >�U J NHP[M]KV@RB?M«@sC�K ] G�Ë�=:KTC�C1ÌHMON�� ;}Ë^Ì[UOS^WVË^Ì­Ç��}\m��^]Èp_fÏ ] =:U]B¹P[WhSTC�<?N¬Ç���\�^��«Èp_cÏ] ;=C1BDB?C�K%ÇZ��\sç]àsȵ_cFzÙ�Ì[C0Æ]C�U Z C7SVKT@'M]W Ñ C�B?BM]W�SVÌ[C0C7Ó=SVC1KVN�MOBoM]C�KTU}P}@=NHM Z <¹Ë%MONHP.SVÌ[C1K Z MOBË7U]N�P}<�ST<DUsNHW�MOKTCrË7UsNHWu<¹P}C1KVCwP S Ñ U Î P}< Z C1NHWu<?U]N�MOB¢MONHP�STÌ[C%WuÌ�MOÉ�C:U]ÒoSTÌ[Cr>[B¹M]P}CY<¹W"Ö[Ó}C1P¢F

h¢ÿ´þ � ~��} y@ ��m���} ���z�í�������� a�}x�y �7�����������3y@���������Ù Ñ U�UsÉ}SV< Z <DÊwM�ST<DUsNrSVCwË^Ì[N[<¹Í J C1W ] ©MONHWVC�N�� ý:WuSVC1K Z C1<DC1KYÇZ��\�\�^Oȵ_=M]KVC¯Ë^ÌHUsWVC�N�ÝwÙ�Ì[C-ÖHK^WuSZ C�SVÌ[U}P×<?W:MON$C Å UsB J SV<?U]N�WuSVK^M�SVC1Æ]@ Ñ <DSVÌ$Ë�U Å MOKT<?M]NHË7C Z M�STKV<DÓ�M]P[M]É}STMOSV<?U]NúÇfû"G�# Î Ä ;HÈÑ Ì[<DB?C"SVÌ[C�WVC1Ë7UsNHP Z C�SVÌ[U}P�<?W!MON�C Å U]B J SV<?U]N0WhSTKTMOSVC�Æs@ Ñ <�STÌ0Ë J[Z J B¹M�ST< Å C�WuSVC1É0WV<DÊ1C"MsP[MOÉ ÎSTM�ST<DUsN�MON�P/<¹WuU]SVKTU]É[<¹Ë Z J STM�ST<DUsN�P}<¹WhSTKV<?> J ST<DUsN$Çfû�;�# Î Ä ;[È7Ï}WuC1C:;=CwË�SV<?U]NRÞ}F * U]SVÌ Z C�SVÌ ÎU=PHW Ñ U]KT\ Ñ <DSVÌúM×É�UsÉ J B¹M�ST<DUsNãWu<?Ê�C�UOÒ>` 9 à×M]NHP@b 9 �wÞ'MON�P Ñ <�STÌã<?NsSTC�K Z C1P}<¹M�STCKVCwË7U Z >[<?NHM�ST<DUsN�FÙ�Ì[C%U]É[SV< Z <?Ê1MOSV<?U]N'ÉHM]KTM Z C�SVC1KTW�M]KVCYSTÌ[C%N J[Z >�C1K¸UOÒ!ÖHB Z Ë7U=U]B?<DNHÆ KVU Ñ W%Ç�û " È�Ï�SVÌHC

É�UAWu<DSV<?U]N­UOÒ�ÖHB Z Ë7U=U]B?<?N[Æ'KVU Ñ W0Çpo:q Ð ² Ç���SVU�û " ÈuÈ7Ï¢SVÌ[C <?N�ÔhCwË�SV<?U]NâMONHÆ]B?C1WYUOÒ�SVÌ[C ÌHU]B?C1W1ÏZ CwM]W J KTC1P×Ò�KVU Z SVÌHC Ì[U]B?C/M�Ó}<¹W:SVU'SVÌHC�W J KuÒ MsË7C.Çsr"Ç���STUiû " ÈuÈ�Ï�SVÌ[C/N J[Z >�C1K%UOÒ�Ì[UsBDCwWÉ�C1K KVU Ñ Çptvu]ÇZ�'SVU@û " ÈVÈ�ÏSTÌ[C'N J[Z >�C�K�UOÒ:< Z É[<?N[ÆsC Z C�NAS Ì[U]B?C1W'Çpt U È�Ï-M]NHPúSVÌ[C'B?UsWTWÉHMOK^M Z C7STC�K"SVÌ�M�S�<¹W�M�Ò J NHË�ST<DUsN'UOÒ�STÌ[CrÉ[KTC1WTW J KVCYB?UsWTW�<?NRSVÌ[CYSTKTM]<DB?<?N[Æ�C1P}ÆsC�Çp! ´ Ð ²�² È�FÙ�Ì[CYU]N[B?@�<?NASVC�ÆsC�K�ÉHM]KTM Z C7SVC1K�<DNRSVÌHCr>[B?MsP}C%Ë7U=UsBD<?N[Æ�U]É}ST< Z <?Ê1MOSV<?U]NR<?W�STÌ[CrN J[Z >�C�KUOÒ-KTU Ñ W�FHظUOSTCrSVÌHMOS©UsÉ}SV< Z <DÊ1<DN[Æ�<DNASTC�Æ]C1K Å MOKT<¹MO>[B?C1W Ñ <DSVÌ$MON.C Å U]B J SV<?U]N�WuSVK^M�STC�Æs@�U]NHBD@Z M]\]CwW-WuC1NHWVC�<�ÒzSVÌHC�N J[Z >�C�K-U]Ò¢É�UAWVWV<D>H<DB?<�ST<DCwW!SVU�M]P«Ô J WuS-STÌ[C Å MOKT<?M]>[B?C1W!<¹WB?M]KVÆsC�C�N[U J Æ]Ì�FE J C�SVU Z MON J Ò M]Ë7S J KT<?N[Æ�KTC1Í J <?KVC Z C1NASTW1Ï7SVÌHC¯N J[Z >�C�K�UOÒ[KTU Ñ W�WVÌ[U J B?PYNHUOSoC�Ó[Ë7C�CwP%MO>�U J S

Page 14: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

��1[F Î <�STÌ�KTC1WVÉ�CwË�S�SVU%STÌ[<¹W"W Z MOB?B�N J[Z >�C1K1ÏsSVÌH<?W�ÉHMOK^M Z C�SVC�K�<?W�N[U]S�<?NHË7B J P}CwP/<?N SVÌ[C:U]É ÎSV< Z <?Ê1MOSV<?U]NRÉ[KTU=Ë�C1WTW"> J S�KTMOSVÌ[C1K�Ë^ÌHMON[ÆsC1P Z M]N J MOB?BD@�Ò�UsK�P}<DÜ�C1KVC1NsS�UsÉ}SV< Z <DÊwM�SV<?U]N�K J NHW�F;o<?K^WhS�SVKT<DCwW Ñ <DSVÌíû " 9 ä WuÌHU Ñ CwP STÌHM�S�SVÌ[C:Ë7UsNHWhSTKTM]<DNAS^W!Ò�U]K Z MOÓ}< Z�J[Z MONHP Z <?N[< Z�J[ZSVC Z É�C�K^M�S J KVC'Ë�M]N[N[U]S0>�C Z C�S1F-ÙoU$Ì[U Z U]Æ]C1N[<?Ê�C/STÌ[CRSVC Z É�C�K^M�S J KTCRP}<¹WuSVKT<D> J SV<?U]N�Ï Ñ C<DNHË�KVCwM]WVC1P�SVÌHC¸N J[Z >�C�K�UOÒ�KTU Ñ W!SVU�û " 9 ^=FAÙ�Ì[<¹W-N J[Z >�C�K Ñ M]W!Ò�U J NHP�STU%>�C:W J ü Ë�<DC1NASÒ�U]K�M]Ë^ÌH<DC Å <?N[Æ�SVÌ[CrUsÉ}SV< Z <DÊwM�ST<DUsNRÆsUsM]B?W�MON�P�<¹W J WVC1P�<DNRSTÌ[<?W¸WhS J P}@]F#�B?B}SVÌ[C�U]SVÌ[C1KÉHMOK^M Z C7STC�K^W!MOKTC"KTC1M]B Å M]B J C1P¢Fm;HU]K!C1MsË^Ì Ö�B Z KVU Ñ V 9 ��2 º�º�º 25û " Ï�SVÌHCÉ�UAWu<DSV<?U]NJo q Ð ² Ï�STÌ[C�M]N[Æ]B?Cvr�Ï¢MONHP'STÌ[C0N JHZ >�C�K¸U]Ò-Ì[U]B?C1W©É�C�K:KVU Ñ t u Ë�M]N.>�C�Ë^Ì[UsWVC�N�FÙ�Ì[C.UOSTÌ[C�K�S Ñ U$É�MOK^M Z C7STC�K^W0M]KVCRSTÌ[C.N J[Z >�C�K U]Ò©< Z ÉH<DN[ÆsC Z C�NAS/Ì[UsBDCwW�t&U.MONHP�SVÌHCBDUAWVW"ÉHM]KTM Z C�SVC1Kw! ´ Ð ²�² F[Ù�Ì[C1KVCYMOKTC:à A û " �ãÞ�ÉHM]KTM Z C�SVC1KTW"MOBDSVUsÆ]C7STÌ[C�K@mA<DN'U J K�Ë1M]WVCYÞ]àÉHMOK^M Z C7STC�K^W�FÙ�Ì[C�B?< Z <DSTW!U]Ò[SVÌHC�UsÉ}SV< Z <DÊwM�SV<?U]N�ÉHMOK^M Z C�SVC�K^W�MOKTC�WVC7S�SVUS1kó 9 o q Ð ² ó 9 �sÏ�àm1 Ð ó 9r[ó 9 \�1 Ð Ïj��1gó 9 txu�ó 9 �}1m1[Ï�ån1m1ló 9 t U ó 9 ��1�1m1HÏd�eó 9 ! ´ Ð ²�² ó 9 à[F�Ù�ÌHCÉHMOK^M Z C7STC�K©KTM]N[Æ]C%U]Òo:q Ð ² Ë�U Å C1KTW�STÌ[C Ñ Ì[U]B?C�W J KVÒ M]Ë7C0WhS^MOKVSV<?N[Æ/Ò�KTU Z o:q Ð ² 9 1�M�S:SVÌHC

SVK^MO<?BD<?N[Æ�C1P}ÆsC]Ï[Ë�U]NASV<?N J <DNHÆ0UsNRSVÌ[C%W J Ë�ST<DUsN.Wu<¹P}C:SVU�STÌ[C%WhS^MOÆsNHM�ST<DUsN�É�U]<?NAS¸MONHP�U]NRSVÌHCÉ[KVCwWVW J KTC�WV<?P[C�>HMsË^\'SVU�SVÌ[C�SVK^MO<?B?<DN[ÆRC1P[Æ]C]Fr;HU]K©SVÌ[C MONHÆ]B?Cxr�Ï�M�WVÉ�CwË7<¹MOBË7UsNHWuSVK^MO<?NsS:<?W< Z É�UsWVC1P/>=@�C�NHÆ]<?N[C�C1KV<?N[Æ Ë�U]NHWV<?P[C�K^M�SV<?U]N�W�FsÐ�N SVÌ[C:B?C1M]P[<DN[Æ�C1P}ÆsC¸U]Ò¢SVÌ[C:>[B¹M]P}CsÏ=P[C7ÖHN[CwP>A@ Å MOB J C1W UOÒyo q Ð ² >�C�S Ñ C1C�N@1[F ä�\'M]NHPâ1[FiåOàHÏ¢Ì[U]B?C1W Ñ <DSVÌãM]N[Æ]B?C1W%UOSVÌHC�KrSTÌHMONâ\m1 Ð MOKTCP}<�ü/Ë J B�SoSVU Z M]N J Ò M]Ë�S J KTC-P J CSTU�SVÌ[C¯Ì[<DÆsÌr>�C1NHP¢F«Ù�Ì[C�KTC7Ò�UsKVCsÏ�Ì[U]B?C1W�<DNYSTÌ[C-B?C1MsP}<DNHÆ�C1P}ÆsCKVC1Æ]<?U]N WuÌHU J B¹P MOB Ñ M«@}W!>�C¸WVC7S-STU{\m1 Ð FAÙ�ÌH<?W¯<?W�MrË7U]N�WhSTKTM]<DNASSVÌ�M�S�Ë1MON >�C¸N[C1Æ]B?C1Ë�STC1P0Ò�UsKSVÌ[C�Ò�U]B?BDU Ñ <?N[Æ©KVCwM]WVU]N�Ý1Ð�N�MOB?BAUOÒ[STÌ[C�UsÉ}SV< Z <DÊwM�ST<DUsN%K J NHW�Ï1SVÌHC�Us>}ÔhC1Ë7SV< Å C-Ò J NHË�ST<DUsN Å MOB J C1WMOKTC©N[U]S�WuC1NHWu<DSV< Å C©SVU Ë^ÌHM]N[Æ]CwW"UOÒ�STÌ[CYÌ[U]B?CrMON[ÆsBDCwW�F=Ù�Ì[<¹W�<DN�P}<?Ë1M�STC1W"SVÌ�M�S�SVÌ[Cr<?N}Õ J C�NHË�CUOÒ�SVÌ[C�<?N�ÔhCwË�SV<?U]N M]N[Æ]B?C�<?W-N[UOS¯W J ü/Ë7<?C�NASVB?@ <?NHË�U]KTÉ�UsKTMOSVC1P <DN�STÌ[C Z U}P}C�BcF]Ð�NHWuSVCwM]P0UOÒ�SVÌHCË7U]N�WhSTKTM]<DNAS1Ï Ñ C Ë�U Z ÉHM]KVCYSTÌ[C U J SVÉ J STW©UOÒ!SVÌ[C0Ë7UsN Å C�KTÆ]CwP�WVU]B J SV<?U]N Ñ <DSVÌ�SVÌ[C�U J STÉ J STWË7U Z É J SVC1P Ñ <DSVÌ�M]N[Æ]B?C1W"U]Ò�\m1 Ð Ò�U]K�KTU Ñ W¯U]Ò�Ì[UsBDCwW�<?N/STÌ[CYBDCwM]P}<?N[Æ0C1P}ÆsC]F�;[UsK"M]BDB¢U]Ò�U J KU]É}ST< Z <?Ê1M�ST<DUsN�K J NHW1Ï}STÌ[C%P}<DÜ�C1KVC1NHË7CY>�C7S Ñ C�C�N'>�UOSTÌRU J SVÉ J STW Ñ M]W">�C�B?U Ñ ��\/Fh¢ÿ�� ÿ,xB� ����� ��wn�} a�����UB��wm�� ���Ù�Ì[C Z MO<?NYÆ]UsM]BOUOÒASVÌHC-U]É}ST< Z <?Ê1MOSV<?U]Nr<¹WzSVU Z <?N[< Z <?Ê�C-SVÌ[C Z MsWVWzÕ�U Ñ U]ÒsSTÌ[C¯Ë7U=UsB?M]NsSwÏ{z Ï�F#"S©STÌ[C0WTM Z CrST< Z CsÏzË�U]NHWuSVK^MO<?NASTW¸ÌHM Å C SVU�>�C Z C�S1F¢Ù�Ì[CwWuC0Ë7U]N�WhSTKTM]<DNASTW©MOKTC%C7Ó}É[KTC1WTWVC1P>A@úU]N[C'C1Í J M]BD<DSh@úË�U]NHWuSVK^MO<?NASx|nð ³[} ÷ 9 1 º å Ñ Ì[C�KTC~|�ð ³[} ÷ <¹W0SVÌ[C.NHU]K Z M]BD<?Ê�CwP Z C1M]NW J KVÒ M]Ë�C/STC Z É�C1KTMOS J KTC]Ï!MON�PãMOB¹WuU$>=@$STÌ[C�S Ñ U$<DN[CwÍ J MOB?<�Sh@¬Ë�U]NHWuSVK^MO<?NASTW{|nð },� ó 9 1 º çMONHP~|nðJ6 ÷�� 9 1 º ä Ñ Ì[C�KTC&|nð },� <¹W¸M�Ò J N�Ë�SV<?U]N×UOÒ!SVÌ[C Z <DN[< Z JHZ STC Z É�C�K^M�S J KVC MOS�SVÌHCU J STC�K¯W J KVÒ M]Ë7CsÏ]MON�P Ñ Ì[C�KTCw| ð%6 ÷ <¹W-MYÒ J NHË7SV<?U]N U]Ò�STÌ[C Z M�Ó}< Z J[Z SVC Z É�C1KTMOS J KTC]F]Ù�ÌHC1WVCË7U]N�WhSTKTM]<DNASTWM]KVC�<?NHË7UsKVÉ�U]K^M�STC1P�<DN�STÌ[C�Us>}ÔhC1Ë7SV< Å C"Ò J NHË7SV<?U]NíG J Wu<?N[Æ%MrP}<¹WuSTMON�Ë7C Z C7STÌ[U}PÑ <�STÌ Ä J Ë7B?<?P[<?M]N Z C7SVKT<¹ËOÏ�G 9 ½���� 6Y� L Gz_6 ¾ Q Í � Ñ ÌHC�KTCcG L 9 z Ï�Ï�G _ 9 Þ�¶ |nð ³[} ÷ Ä"1 º å7¶�ÏMONHP G 9 D ��1�1m1�1 A Ç�| ð },� Äg1 º åsÈ � <�ÒC| ð },� � 9 1 º å�21 <�ÒC| ð },� óK1 º å ºG � 9 D ��1�1m1m1 A Ç�|nð%6 ÷ Äg1 º åsÈ � <�ÒC|nðJ6 ÷ ó 9 1 º å�21 <�ÒC|nðJ6 ÷�� 1 º å º

Page 15: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

Ù�Ì[C�Ë7U=C7ü/Ë7<?C�NAS^WMONHP SVÌ[C�C�Ó}É�UsN[C�NAS-Ë�M]N�>�C�Ë7UsNHWu<¹P}C1KVCwP Ñ C�<?Æ]ÌASTWM]NHP�M]KVC�Ë^Ì[UAWuC1N�W J Ë^ÌSVÌHMOSSVÌ[C�Ò J N�Ë�SV<?U]NíG _ <¹W<?N0SVÌ[C�WTM Z C�U]K^P}C�KU]Ò Z M]Æ]N[<DS J P[C�MsW�G MON�PkG � Ò�UsKSVÌHC�<DN[<DSV<¹MOBÉHMOK^M Z C7STC�K^W�FÙ�Ì[CrË7U Z É J STM�ST<DUsN�U]ÒoSTÌ[CrU]É[SV< Z <?Ê1MOSV<?U]NRU]>}ÔhCwË�ST< Å C1W"C�NASTM]<DB¹W"S Ñ U�WuSVC1ÉHW1Ý[Ù�Ì[C Z M]WTWÕHU Ñ UOÒoSVÌ[CrË�UAUsB?M]NAS�MsW Ñ C�B?B¢M]W�SVÌHCYM]<DK"STC Z É�C1KTMOS J KTC1W�M]NHP�ÌHC1M�S�STKTM]NHWhÒ�C1K"Ë�U=C7ü/Ë7<?C�NASTW

<DN�SVÌ[C�>�U J N�P[MOKT@rB?M«@sC�K!M]W!M¸Ò J NHË�ST<DUsN�UOÒ[STÌ[C�Æ]C1U Z C7STKV@YÌHM Å C¯STU©>�C�Ë7U Z É J SVC1P ÖHK^WhSwF�Ð�NM WuCwË7U]N�P.WhSTC�É�ÏHSVÌ[C WuSVCwM]P}@�Ì[C1MOS¸C1Í J MOSV<?U]N'<¹W¸WVU]B Å C1P�Ò�UsK�SVÌ[C J N[\=N[U Ñ NRSVC Z É�C�K^M�S J KTCP}<?WuSVKT<?> J SV<?U]N J WV<DN[ÆâWVC1Ë7UsNHP¬UsKTP}C1K Ö�N[<�STC Å U]B J[Z C/STC1Ë^Ì[N[<¹Í J C1W�W J >}ÔhCwË�S0SVU$SVÌ[C'M�Ò�UsKVC ÎZ C1NASV<?U]N[CwP.>�U J NHP[M]KV@'Ë7UsNHP}<DSV<?U]NHW1F�Ù�ÌHC >[B¹M]P}C�Æ]C1U Z C7STKV@�<?W:P}<¹WVË�KVC�SV<?Ê�C1P J Wu<?N[Æ�çsçm10ÓÞn1 Z C1WVÌ+É�U]<?NASTW/M]NHP�SVÌ[C�WVU]B J ST<DUsN+<¹W Us>}STM]<DN[CwPæMOÉ[É[B?@=<DNHÆâM¬Ë�U Z�Z C�K^Ë7<¹MOB�ÉHMsË^\�MOÆ]CsÏ;}Ù�#�R Î û"E ] ;ASTM]K Î û"E Ç��}\m\�^OÈp_fFzý©N[C%Ò J NHË�ST<DUsN�C Å M]B J MOSV<?U]N.<¹W¸P}UsN[C%<?N×MO>�U J S{�wå/û"Q�$WuCwË7U]N�P[W�U]N'M ; J N�$�BDSVK^M çm1��]û�KTC1M�STU]K"à]E�ÏHàm1�1�G� ¸Ê]Fh¢ÿ(' )u���}B�a���Î <�STÌ�STÌ[C.<?N[<�ST<?M]B�ÉHMOK^M Z C�SVC�K Ë�U]N}ÖHÆ J K^M�SV<?U]N�o q Ð ² 9 Ç1 º Þ�251 º à3251 º ä72W1 º å32W1 º ç72W1 º ^�251 º �sÈ7Ïr 9 åm1 Ð Ï�t u 9 åm1[Ï�t&U 9 �m1�1[Ïn! ´ Ð ²�² 9 Þ}Ï Ñ C�U]>}S^MO<?N.SVÌHC�Us>}ÔhC1Ë7SV< Å C1W1Ý�z Ï 9 1 º à]ç�^}Ï|�ð ³[} ÷ 9 1 º å]ÞsÞ}Ï�|nð }:� 9 1 º ç3�wç[Ï�|nðJ6 ÷ 9 1 º àsçm1HÏ�G 9 ä º ÞsÞ}F# KTC1P J Ë7SV<?U]N.U]Ò�STÌ[C <?N[<DSV<¹MOB�U]>}ÔhCwË�ST< Å CrÒ J NHË7SV<?U]N Å MOB J C�>A@'çm1~\ <¹W¸MsË^Ì[<?C Å CwP Ñ <�STÌSVÌ[C:û"Gø# Î Ä ;�MOB?KTC1M]P[@ M�Ò´STC�K¯M]>�U J S"Þn1�1YÆ]C1N[C�K^M�ST<DUsNHW�Ç 9 Þ�ä�1m1©Ò J NHË7SV<?U]N/C Å M]B J M�SV<?U]N�WTÈ7F#�Ò´SVC1KRM]>�U J Sl�}�m1�1$ÆsC�N[C1KTMOSV<?U]NHW×Ç 9 Þ��wçm1�1×Ò J NHË�ST<DUsNùC Å MOB J MOSV<?U]NHW^È�Ï"Ë7U]N Å C�KTÆ]C�N�Ë7C'<?WKVCwM]Ë^Ì[CwP¢Fý©É}SV< Z J[Z ÉHM]KTM Z C7SVC1KTW�o q Ð ² 9 Ç�1 º ä�\�132W1 º åm1m172W1 º ån1AÞ�251 º ån1n�72Z1 º å���172Z1 º ^�1]ç32Z1 º ^n�OçsÈ7Ïr 9 Ç�çså Ð 2W\�1 Ð 2W��\ Ð 2Tàm1 Ð 2Và�1 Ð 2)^�à Ð 2Vàm1 Ð È�Ï�txu 9 Ç��}1m132���172��1à72W\Aå�2��}1m172Vàså�2uä7�wÈ�Ï�t U 9ån13�sÏn! ´ Ð ²Z² 9 Þ º \�^�@=<DC1B?P�SVÌ[C�U J STÉ J S^W�ÝJz Ï 9 1 º Þ]å�^=Ï�| ð ³[} ÷ 9 1 º åm1sÞ}Ï�| ð }:� 9 1 º ån\så[Ï| ðJ6 ÷ 9 1 º ä�1�1[Ï3G 9 1 º Þ]Þm\[F� �C1KVCsÏ=SVÌ[CrKTC1P J Ë�ST<DUsNRU]Ò�STÌ[C%Ë7UAWhS�Ò J NHË7SV<?U]N'C1Í J M]B?W·\Aå�\/FÙ�Ì[CYKVCwW J BDSTW�U]ÒoSTÌ[<¹W�WhS J P}@RMOKTC:W J[Z�Z MOKT<DÊ1C1PRM]W"Ò�U]B?B?U Ñ W�Ý� Ù�Ì[C�UsKV<?Æ]<?NHM]B¯KTU Ñ Ë�U]N}Ö�Æ J K^M�ST<DUsNæÇ KVU Ñ W C1Í J <¹P}<¹WhS^MONASVB?@âÉ[B?MsË7CwPHÈ Ñ M]W�P}KTMsWhST<?Ë1MOB?BD@Z U=P[<�ÖHCwP¢F�Ù�Ì[C�ÖHNHM]B!Ë�U]N}Ö�Æ J K^M�ST<DUsN×W J Æ]Æ]CwWhS^W�STU�ÉHB?MsË7C�Ö Å C0KVU Ñ W¸<DN$SVÌHC0B?C1MsP}<?N[ÆC1P}ÆsCrMONHP�S Ñ U0KTU Ñ W"U]N�SVÌ[CrÉHKVCwWVW J KTC:WV<?P[C]ÏHMsW�WuC1C�NR<DNe;�<DÆ J KTCrå[F ä�FÙ�Ì[C"N JHZ >�C�K�UOÒHÌ[UsBDCwW�É�C�K�KTU Ñ MOSuS^MO<?NHW!W Z MOB?B Å M]B J C1W�Ò�U]KoSVÌ[C"KVU Ñ W�U]NrSTÌ[C"É[KVCwWVW J KTCWu<¹P}C Ñ Ì[C�KTC1MsW S Ñ UãKVU Ñ W�<DNùSVÌ[C­BDCwM]P}<?N[ÆãCwP}Æ]C­MOKTC�C1Í J M]B�STUãSVÌHC J ÉHÉ�C1K�B?< Z <DS1Ït u 9 ��1m1HFÙ�Ì[<?W/KVCwW J BDS Z MO\]CwW WuC1NHWVC Ñ Ì[C�NßË7UsNHWV<?P}C1KV<?N[Æ$SVÌHMOS SVÌ[C×Ì[UOS ÆsMsW�<?WMOÉ[ÉHKVUAM]Ë^Ì[<?N[Æ�SVÌ[CrB?C1MsP}<DNHÆ C1P}ÆsC:U]ÒoSTÌ[CrS J KV>H<DN[CsÏ}SVÌ J W�KVCwÍ J <DKT<DNHÆ0C�ü/Ë7<?C�NAS¸Ë7U=U]B?<?N[Æ<DNRSTÌ[<?W¸MOKTC1M[F� Ù�Ì[C Z MsWVW¸ÕHU Ñ Ë�M]N�>�C0KTC1P J Ë�C1P�WV<?Æ]N[<DÖ�Ë�M]NASVB?@RM]NHP'SVÌHC Z C1M]N.SVC Z É�C1KTMOS J KTC P}<¹W ÎSVKT<D> J SV<?U]N×Ë�U Z C1W©Ë7B?UsWVC�K¸SVU STÌ[C0P[C1WV<DKTC1P'UsN[C]F�#"S¸SVÌHC�WTM Z C%ST< Z C]Ï�SVÌHC Z M�Ó}< Z J[ZMONHP Z <?N[< Z J[Z STC Z É�C�K^M�S J KVCwW©M]KVC%NHUOSYC7Ó[Ë7C1C1P}CwP¢Ï�MsW©WVC�C1N.Ò�KTU Z SVÌ[C0Ë7UsNHWhSTKTM]<DNAS^W| ð }:� ó"1 º ç�MONHP�| ðJ6 ÷ � 1 º ä STÌHM�S¸M]KVC Z C7SwF� #¸W�UsN[C:Ë1MONRWuC1C©Ò�KTU Z ;�<?Æ J KTCS\ Ñ Ì[C1KVC:STÌ[CY< Z É[KTU Å C Z C1NAS�UOÒoSVÌ[C Z�J B�ST< Î U]>[ÔhC1Ë�ST< Å CÒ J NHË7SV<?U]Nâ<?W WuÌ[U Ñ N�ÏzË�U]N Å C1KVÆsC�NHË�C <¹WrKTC1M]Ë^ÌHC1P×MOÒ´SVC1K%MO>�U J Sá�}�m1m1�Æ]C1N[C�K^M�ST<DUsNHW�Ç 9Þ��wçm1m1�Ò J N�Ë�SV<?U]NúC Å MOB J M�ST<DUsNHW%<?NúM.É�U]É J B?MOSV<?U]N Ñ <DSVÌ��«Þ'UOÜ¢WVÉ[KV<?N[Æ=È:Ò�U]KrSTÌ[C�C Å U ÎB J SV<?U]NúWuSVK^M�STC�Æ]@ Ñ <�STÌúË7U Å MOKT<¹MONHË�C Z MOSVKT<�Ó¬M]P[M]É}STMOSV<?U]N�F!û�U]N Å C1KVÆsC�NHË�C0<¹W P[C7ÖHN[CwPSVUã>�C�KTC1MsË^Ì[C1P Ñ Ì[C�NæSTÌ[C×P}<DÜzC�KTC�NHË�C�UOÒYSVÌHC×Ë7UAWhS Ò J N�Ë�SV<?U]NæÒ�UsK/STÌ[C�>�C1WuS�<DN�P}< ÎÅ <?P J MOB�<¹W BDCwWVW0STÌHMON ��1 Ô Ç�<?NßMO>HWVU]B J STC Å M]B J CwWTÈ�U Å C�K���1­Æ]C1N[C�K^M�ST<DUsNHW1Fý©N+SVÌHC

Page 16: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

film cooling

impingementcooling

trailing edge cooling

����� §2�H§ �!�Ak�eh�s�hk^k�{^l�l1xvg�bs�%prk^{V�At1bsg�d�prd¯t�b=�0eh�Ak�gvbsgvehg�t�x!�´{^gi�h{^xvk^du��t�b=��®Ab=t�x��´d[+�j=t7�hk^du��hl�~q}l1d�giehg�l1bAd-m?�hl1p eh�Ak�lwq]ehgvprg��^t�ehgvlwb0~-gieh�0eh�sk�n� � ²��oy�·

UOSTÌ[C�K©ÌHMONHP�ÏHSTÌ[C�û�;�# Î Ä ;'Ë7UsN Å C�KTÆ]CwW�WuB?U Ñ C�K�MON�P�Ë�M]N[N[UOS©KVCwM]Ë^ÌRSVÌ[C�WTM Z C%Æ]U=U}PÅ MOB J C$MsW/STÌ[C¬û"Gø# Î Ä ; Ñ <DSVÌ[<?NùSTÌ[CâWVM Z C$N J[Z >�C�KRUOÒ%<DSVC1KTMOSV<?U]NHW1F"Ù�ÌHC$P}<DÜ�C1K ÎC�NHË�C$<?N�Ë�U]N Å C1KVÆsC�NHË�C.É[KVUsÉ�C1KuST<DCwW�U]Ò%SVÌHC1WVC�S Ñ UãSh@=É�CwW�U]Ò C Å U]B J SV<?U]NùWuSVK^M�STC�Æs<DCwWMOÆsKVC1C1W Ñ C1BDB Ñ <DSVÌ KTC1W J BDSTW$Ò�KTU Z SVÌHC+UsÉ}SV< Z <DÊwM�ST<DUsN UOÒ'WuC Å C�K^MOB SVCwWhSâÒ J NHË7SV<?U]NHW] ©MONHWVC�Ne� ý:WhSTC�K Z C1<DC1KrÇ���\�\�^]Èp_cF� #�BDSVÌ[U J Æ]Ì C Å UsB J SV<?U]N%WuSVK^M�SVC1Æ]<?C1WoMOKTC-UOÒ´STC�N Ë�U]NHWV<?P[C�KTC1PYÆ]U=U}PrË�M]NHP}<¹P[M�STC1W�Ò�U]KoÆ]B?U]>HM]BU]É}ST< Z <?Ê1MOSV<?U]N�ÏzSTÌ[C�@ Z M«@�M]B?WVU'Ë7U]N Å C�KTÆ]C%STU'BDU}Ë�M]BU]É}ST< Z MHF�Ù�Ì[C�KTC7Ò�UsKVCsÏ�STURÖHNHP­MÆ]U=U}P�U]É}ST< Z�J[Z <DS�<¹W¯KTC1Ë�U Z�Z C�NHP}CwP0SVU�É�C1KuÒ�UsK Z WuC Å C1KTM]B[U]É}ST< Z <?Ê1MOSV<?U]N/K J NHW Ñ <�STÌP}<DÜ�C1KVC1NsS0WhS^MOKVSrË�U]N}Ö�Æ J K^M�ST<DUsNHW�F�;}<DNHË�C SVÌHC/Ë7U Z É J STM�ST<DUsNHWr<?N¬U J K%Ë1M]WVC/MOKTC�KVC1B?M ÎSV< Å C1BD@/C�Ó}É�C1NHWu< Å CsÏ Ñ C:UsÉ}SV< Z <DÊ1C1P Ñ <�STÌ'U]N[B?@/S Ñ U0P[<�ÜzC�KTC�NAS�<?N[<�ST<?M]B�WVC7SuST<DNHÆsW�UOÒ�SVÌHCWhSTKTMOSVC1Æ]@úÉ�MOK^M Z C7STC�K^W�F-Ù�Ì[C�Ë�U]N Å C1KVÆsC1PúÒ J NHË7SV<?U]N Å MOB J C1W/<DNß>�UOSTÌßU]É}ST< Z <?Ê1M�ST<DUsNK J NHWYP}<?P$N[U]SYWV<DÆsN[<DÖ�Ë�M]NsSTBD@¬ÇZ��ÄúÞ�\�È:P}<DÜzC�K:Ò�KVU Z C1MsË^Ì×UOSTÌ[C�KwFzÙ�Ì[C0ÖHNHMOB Z U}P}C�BÉHMOK^M Z C�SVC�K^W Ñ C�KTC%N[U]S¸STÌ[C0WTM Z C�> J S:SVÌ[C1@RKTC�ÉHKVCwWuC1NsSTC1P.M Å C�KT@'Wu< Z <DB¹MOKYË7UsN}ÖHÆ J[ÎKTMOSV<?U]N Ñ <�STÌ'Ö Å CYKTU Ñ W�Ë7B?UsWVC©STU C1MsË^Ì�U]SVÌ[C1K�<DNRSTÌ[CrBDCwM]P}<?N[Æ�C1P[Æ]CrKTC�Æ]<?U]NRMONHP�S Ñ UKVU Ñ W"U]Ò�Ì[UsBDCwW�U]N�SVÌ[CrÉHKVCwWVW J KTC:WV<?P[C]F

Ð�NsSTC�KTÉ[KTC7SV<?N[Æ�SVÌ[C KTC1W J BDSTW1Ï¢U]N[C WVÌ[U J B?P$\]C1C�É­<DN Z <DN�P×STÌHM�S Ñ C J WVC�M]NâC Z É[<?KV<¹Ë�M]BZ U}P}C1B!SVÌHMOS Z M«@�N[UOSYS^MO\]C0<?NsSTURÒ J BDB�M]Ë�Ë�U J NASYSVÌHC0ÉHKVUsÉ�C1KuST<DCwWYUOÒ¯STÌ[C0ÕHU Ñ M]NHP$Ì[C1MOSÉ[KVUs>[B?C Z F-G.U]KTC�U Å C�KwÏ�STÌ[C.KTC1W J B�S^W Ë7U J B?P+>�C.< Z É[KTU Å CwPã>=@úKTC�ÉHB?MsË7<?N[Æ×STÌ[C�Ë7U Z >[<?NHM ÎSV<?U]NRUOÒ�STÌ[CrWuC Å C1KTM]B�Us>}ÔhC1Ë7SV< Å C1W"<?NASVU�U]N[CrWV<DNHÆ]B?C©Us>}ÔhC1Ë7SV< Å C©Ò J NHË�ST<DUsN'>A@�WuCwMOK^Ë^Ì[<DNHÆ%SVÌHCQMOKTC7SVU Î Ò�KTU]NAS"UOÒ�STÌ[C Z J B�ST< Î U]>}ÔhCwË�ST< Å C:ÉHKVUs>[BDC Z F

Page 17: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

0�

500�

1000�

1500�

Number of generations�0

1

2

3

4

5

Obj

ectiv

e fu

nctio

n va

lue

�X�E� §4�H§ n�lwbOª«kV�h�wk^bs{^k�l1mzeh�sk�lw±O¶fk^{Vehg�ªwk�m¹jAbs{Tehgvlwb0m!�(� n� � ²c�oy[|��=�=�=ny � ²���ys�

� ��Á¸ò ò�ì�¾[íï켸À�g$¿�¼¸Â¢ëuÁ©ó=Ãh¿¯¼©óÄ-Å UsB J SV<?U]N.WhSTKTMOSVC1Æ]<?C1W Ñ C�KTC%MOÉ[É[B?<?C1PRSVU/SVÌ[KTC�CrC1N[Æ]<?N[C�C1KV<?N[Æ É[KTU]>HBDC Z W1Ï�Ç <¹È�ÕHU Ñ <?N Z < ÎË7KTU Z <�Ó}C1KTW1ÏAÇ <D<´È[ÔhC7S!ÕHU Ñ Ï�MONHP�Ç�<?<D<´È�S J KT>[<?N[C">[B?MsP}C�Ë7U=U]B?<DNHÆHF«Ð�N�Ë1M]WVC¯UOÒHSVÌ[C Z <?Ë�KVU Z <�Ó}<?N[ÆC7Ó[M Z É[B?C]Ï«STÌ[C�C Å UsB J SV<?U]NHM]KV@YU]É[SV< Z <?Ê1MOSV<?U]N0KVCwW J B�S^WoU J SVÉ�C�KVÒ�U]K Z C1P�KVCwW J B�S^W�Ò�KTU Z M Ñ C�B?B ÎC1WuSTMO>HBD<¹WuÌHC1P'STÌ[C�UsKV@sF�G.UsKVC1U Å C�KwÏ}STÌ[C0Ë^ÌHUsWVC�N.C Å U]B J SV<?U]N�WuSVK^M�STC�Æs@ Ñ M]W©MO>[B?C%STU�ÌHM]NHP}B?CN[U]<¹WuC�P J KT<?N[Æ�STÌ[C�U]É}ST< Z <?Ê1MOSV<?U]N×ÉHKVU}Ë7CwWVW:MON�P×P}<¹P×NHUOSYÆ]C7SYSTKTM]É[É�CwP�UsN[C�U]Ò-SVÌHC�W J > ÎU]É}ST< Z MOB�WVU]B J ST<DUsNHW�F�;HU]K�SVÌHC�ÔhC�S�ÕHU Ñ Z <DÓ=<?N[Æ�Ï}C Å C1NRM0WV< Z É[B?CrC Å U]B J SV<?U]NRWhSTKTMOSVC�Æs@]ÏASVÌHCÇ��<���«È Î Ä ;úË�MON�@=<DC1B?PæM$Æ]KTC1M�S�< Z ÉHKVU Å C Z C�NAS�U Å C�K WVU]B J SV<?U]N�W Ò�U J NHP�>=@ãC�N[Æs<DNHC�C�KT<?N[Æ<DNAS J <�ST<DUsN�F�Ù J KV>[<?N[C0>[B¹M]P}C Ë7U=UsBD<?N[Æ�<¹WYMON×Ò�U]K:SVÌ[C J WVC0UOÒ�C Å UsB J ST<DUsN×WuSVK^M�SVC1Æ]<?C1W¸SVU'U]É ÎSV< Z <?Ê�C'C�ü Ë�<DC1NASVB?@úMâË7U Z É[B?C7ÓãC1N[Æ]<?N[C1C�KT<DN[Æ­É[KTU]>[B?C Z <?NæMONæM J STU Z M�STC1P¬Ò MsWuÌH<DUsN�FÐ�NW J[Z�Z MOKT@]Ï[SVÌ[CrKTC1W J BDSTW�WVÌ[U Ñ STÌHM�S¸SVÌ[CwWuCrUsÉ}SV< Z <DÊwM�SV<?U]N Z C7STÌ[U}P[W¸M]KVCYÌ[<?Æ]ÌHBD@RW J <DSTM]>[B?CÒ�U]K¸UsÉ}SV< Z <DÊwM�ST<DUsNR<?N×M]É[É[B?<?Ë1M�SV<?U]N�W�SVÌHMOS©MOKTC%Ë^ÌHM]KTMsË�SVC1KV<?Ê�CwP�>=@RN[U]<¹WVC]Ï Z�J BDSV< Z U}P[M]BD<DSh@]ÏMONHP�N[U/M Å MO<?B?M]>[<?BD<DSh@ UOÒ!Æ]K^M]P}<?C�NAS�<DN[Ò�U]K Z MOSV<?U]N�F

� æl�5æ�¾3æ�¼¸Âoæoó� �"t1bAd�kTb�� E dfehkT�hprk^gvkT���K.=�@�791�p�%��t�bAd�k^bH| � ·v| E dfehkT�hprk^gvkT��| � ·v|� �n�l1b]ªwkT�h�wk^bs{^kZ¡¢�hlwq}kT��ehgvk^dl�m���ª«l1x�j]ehgvlwb yOe��ut7ehk^�wgvk^d�~-gieh�Yeh�Ak£¢�kV�ut1b=�]lwprgv�^k��Yn�l�ª1t��hg�t�bA{^k"��t�e��hgi° � �At�qseut�ehgvl1b�³��!�sk�¥¤�L:¤n¦7MX§}��²cn� � ²��oy[| ¨ª©£«K¬,­¯®[®±°2²¥³�´2µ�¬K¶%·(¸�®�¹2·(¸&º£»�«K¬¯¼P®±½2³�¾l¬2³�´2«±®¯µ[µy¬2³v¿X³P·p®>À¥À ²Á´�®¯³P·�Â�®[­X¸�óP²�Ä>»�®¯µy½2³�°{Å�¬Æ¶¯·¾l¬2Ç�¼�»�·�²¥³�´�È(º{É�Ê�¿2Â�Ë Ì�ÍXÎ�|sqAqH· ? 1 0 ² ? 146s|�.,�@�@9O·� �¯k^{u�Ak^bO±}kT�h���K.,�794-«�p�%�¯k^{u�Ak^bO±}kT�h�]|aV·v|{ c��ª«l1xvjsehgvlwbsd�dfe��ut�ehk^�1g�kâ³ E q]ehgvprg�kV�hjAbA�'ehkT{V�sbAgvd�{V�skT�y��sdfehkTpßb=t1{u�Ï¡¢�hg�bs�^gvqAgvk^b%�]kT��±sgvlwxvlw�1g�d�{u�AkTb���ª«l1x�j]ehgvlwb�| ¨¸�s�hl1p%t1bAb]² �"lwxv�^±}l�l1�s|�yOehjse�eh�wt���e�|.=�792-O·� yO{V��~!kVm¹k^xo�K.,�@�@1w�p� yO{V��~�kTm¹k^x´|��¸· ²Æ¡z·v|n f��ª«lwxvjsehgvl1b�t�b=� E q]ehg�p©jApùyOk^k=ÐOgvbA�]| ¨yÑ1lw�Ab ¨ g�xvkT�Yt1bA�yOlwbAd^| � kV~�Òol1�[Ð}|Ó.,�2�71�·

Page 18: k qs hk^d k^b e0t.{^x t1d dl m©kTª«lwxvjsehgvl1b¬dfe ut ehk^ 1g kTd t1bA ~!k sgvd {^jAd d eh ] hk^k k^bA 1gvbAk^kT hgvbs %t1qAqsxvg {^t ehgvlwbsd gvb0eh sk"®=k^x ]d¯l m¢prgi

� �"t1bAd�kTb�� E dfehkT�hprk^gvkT���K.=�@� ? �p�%��t�bAd�k^bH| � ·v| E dfehkT�hprkTg�kV��| � ·�|Ô  � �At�qsehgvbA� � �h±Agie��ut7��� � l1��²p%t�x��0j]eut�ehgvlwb�¢�gvdfe��hg�±sjsehgvlwbsd-g�b0��ªwlwxvjsehgvlwb yOe��ut�ehkT�wgvk^d^³A�!�Ak¸n�l7ªwt7�hg�t1bA{Tk¸��t�e��hgi° � �At�qs²eut7ehg�l1b�| ¨�©�«±¬,­X®[®[°4²¥³�´2µx¬K¶&·(¸�®ª¿KºÔºlº�¿X³�·p®¯«X³�½4·�²�¬2³�½2À�¾l¬2³=¶,®¯«[®¯³�­¯®x¬2³�º£Õ4¬2À »Ö·�²�¬2³�½2«X×�¾l¬2Ç&ü�»�·s½2·�²�¬2³JÈ¥¿4¾nºw¾yË Ì�دÎ�|sqAqH·�-�.ª��²Æ-�.:9�|�.,�2� ? ·� E dfehkT�hprkTg�kV�©�K.=�@�@9w�p� E dfehkT�hprkTg�kV��| � ·v|C fy]{u�s�hgie�ec~�k^giehk^b=t1�At1q]eut�ehgvlwb gvb%�skT�!��ªwlwxvjsehgvlwbsd�dfe��ut�ehkT²�1g�k"prgve!k^gvbAk^p k^b�ehdfehl�{V�At1dfehgvd�gvkT��ehk^b � bAdht7eh�w· ¨ª¢�gvd�d�kT��eut7ehg�l1b�|A�=t1{u�O±}kT�hk^gv{u� ? �skT���k^{u�AbAgvdf²{u�Ak���bAgvª«kT�hd�gie �t�e < kT�hxvg�bH|�.=�@�79�·� �"t1bAd�kTb'�K.,�2�@;«�p�Y��t1bsd�k^b�| � ·�|�  � kT�ut�xvx��1k^prk^gvbAkV��ehk�gvb=�sgvªOg��sjsk^xvx�k y]{u�s�hgie�ec~�k^giehk^bs�hk^�1k^xvjAbs�'gvb�]kT����ª«l1x�j]ehgvlwbAd�dfe��ut7ehk^�wgvkw³���gvbAk��"b�ehkT�hd�jA{u�OjAbs�R�^j]�0k^b�ehdfehl�{u�=t�dfehg�d�gvkT��ehkTb�|HЫl�l��u�sgvb=t7ehk^bs²df�]dfehk^p©jAb=t�±A� �t1bA�1gv�wk^b � �At�qseut7ehg�l1br�skV�o�0jseut�ehgvl1bAd�ª«kT��ehkTg�xvjsbA�s| ¨¸�0k^bsd�{V�&� < jA{u� � kT�hx�t1�s|< kV�hx�gvbH|�.,�2�@;O·� ��t7��ehg�bZ�ù�0kTg�±sjs�h���K.=�@�}�w�p�ÏÑs· �·¢��t7��ehgvbRt�b=�/�-·��0k^gv±sjs�h�s|%  � jAprkV�hg�{^t1xzgvbOª«k^dfehgv�«t7ehgvlwbRl�meh�]�hk^kT²��sgvprk^bsd�g�l1b=t�x�xi�¸k^ª«l1xvª]gvbs��¶fkTehd�jsb=�skV�¢�Ak^xvgv{�t�xAq}kT��ehj]�h±=t�ehgvl1bAd^| ¨&Ù�¬2»�«X³�½@À�¬K¶lÊÚÀ »Ö²�°Û�®>íX¸P½4³�²�­>µ[Ü � lwx´·��:67-O|=qAqH·�671@9�²p6@;79�|�.,�2�<�O·� ��t7��ehg�b.�� 0@0 .7�p�ÏÑs· �·[��t7��ehg�bH|�©%®¯«Xµ>¬4³�½@ÀC­[¬2ÇÝǪ»�³�²�­X½4·�²�¬2³�Ü�� 0@0 .w·� � lwxvq}kT��e�|=�0k^�^gv{w|}�0k^gvbA�=t7��e���¢�t1�Axvk^���� 020@0 �p� � l1x�q}kV��e�|-��·v|¯�0k^�^gv{w|!aV·v|-�0k^gvbs�=t���e�|-n�· ¢©·�|¢�t��Axvk^�H|¸��·v|� ��0lO�]k^xvg�bs�+t�b=� � b=t1xi�]d�gvd�l�m0�0gv°]gvbA�ãgvbùt1b � {Tehgvª«k^xi�ßn�l1b�e��hlwxvxvk��ø�0gi²{T�hl1prgi°skV��| ¨JÉn³2¼�»PÞ=À ²¥µK¸�®±°v«[®p¼Ö¬4«¯·�ÜÝÉn³P²¥Õ2®¯«¯µ[²¥·�×v¬Æ¶yÅ�½2³�·s½ªß�½2«>Þ[½2«±½2Ü�¾�à�|�� 020@0 ·� �0{ª���hkTk^�=t�bZ�ùy]{u�Al1ehd�{u�R�K.=�@;@9w�p� �0{ª���hkTk^�=t�b�| ¨ · ��·v|sy]{u�Al1ehd�{u��|O��· Ñ]·Ô c�zxvl7~ã{u�=t7�ut1{TehkV�hg�df²ehgv{^d�l�m!xvlwbs�0l1�hgi®A{^k^d�~-gieh���hl�eut�ehgvlwbRt1bA��{^l��hbAkT�"�utw�sgvjsd�g�bs�s| ¨ � yA���¬q=t�q}kT�y;79�²p����²X. ? ��|.=�@;79�·� �"l1xD�]dfehk^gvb.�K.,�@9�.7�p�,�"lwx��sdfehk^gvbH|s��· Ñs·v|l f�zgvxvp {^l�lwxvgvbA�]| ¨và%°2Õ4½4³�­X®¯µw²¥³xáy®±½2·�Â�«±½2³PµY¶,®¯«V| � lwx´·P9O|qsq�·�-<��.V²p-792�O|�.=�79�.1·� yOk^xvx�kV�:�K.=� ? -w�p� y]kTx�xvkT��|�Ñs· ¡¢·v|Z µ��t1d�k^l1jAdR®Ax�p {^l�l1x�gvbs�ú~-gieh�ùp:jsxvehgvqsx�k.k�¶fk^{Tehgvl1b dfeut7ehg�l1bAd^| ¨à%¿±à�à�Ù�¬2»�«¯³�½@À | � lwx´·�.w| � ls·��]|AqAqH·���.:1:61²p��.,1 ? |C.=� ? -]·� < kTdfehx�k%�K.=�@�@-w�p� < k^dfehxvkw|v¢:·v|�  � b=t�xi�sd�kújAbA� E qsehgvprgvkT�hjAbs�ߪ«lwb �0k^�]�[Ð �l1�hq}kT�hdf�]dfehk^prk^bH| ¨yOqs�hgvbA�1kT��| < kT�hxvg�bH|�.=�@�@-O·� y�eut���²cnÚ¢ �K.,�2�79w�p��Å�·s½2«¯ÃX¾�âãÉnµ>®¯«äÛ�½2³�»P½@À Ü n�lwprqsjseut�ehgvl1b=t1xZ¢"�]bAt1prgv{^djå[eu�H·v|xå�l1b=�sl1b�|.=�@�79�·