S

34

Transcript of S

Page 1: S

��������� ��� � ��� ��� � ������������������� �"!#�$!%�&�'� !(� )*��+ ���,��-����/.

0214353568796:3<;�6>=?1@7>1@AB6:3 CEDGFBHJILKNM56PORQTS<QUORO&VW6YX�MG6#CYZ&FBH\[JQ43�]Y143\S<Q@^_7`6a3 CbDGF�H,c'6:78796P1@deS%f@MGKgXhCji&Fk$Xl1m]8V_X&Mh[JQ@787`6PX&M Can@FBHpo�q@M56P1@Kr[JQ@Msq@^_KgXR1@K2^�CEtGFBHJo 3RVWuB6:K'vw1@K2Kx1mKyCbz5FBH|{x1@KU}UXRX&u,v�VW^2q~1@K@�g^�MhCji�F

o<Kx1@Kx]8V�{g1@K�A@1mM�CR�sF���������U�5�2�2���&�m���,�2�m�|�(�l�&�s�m�/�P�~�L�J�#� � ���P�~���L /¡�¢£�N¤~�~�2�2¥�¦��m§2¨_���2¥��,�©�£�8ª?�L«"�U¥s�#¬<�©�R­~���2���w�,�

�P®~�L���N�m�p�£�m�l�~�?�s���/�P¯~�L°<±2�m�2���w�(�~²�²$±2�2���&�@�l�©�~�N¥&���Y³m�%¡_�/��´µ ��@¶��g¡�´%·¸º¹�»?¼E½$¾À¿�Á£ÂpÂ%Ã"Ä ÅÇÆ�È4É"ÊÌË�ÍUÎ"ÏÑÐÒ Ó

ÔhÕ£ÖU×�ØBÙNÚm×�%�2�a¥L§N�@§Û�&�%¥l±2²�²��@�5�©Ü&�U¥L�l���ÞÝ(�m�l¨h�m�/�l�2�'ßs´#�@§N��àá¡_§g�&�U�5�'´%�U���m­~�N�©Ü&�&���<à2�@§2�l�@�l�©�~�NâT�s�U�m²

����l����Ý(�m�l¨_¥l���m§ã���U�aà"�@�$¤m�~�N�2¥ ¦#�m§N¨����N¥ ���2��äm�&�R¥l�©�Eåæ����l�2��¥l±2²�²T�&���m�<�Uçmçmè����%���T§2�R�4é��U����mà2à��l�U¥R¥s�Uà��l���Þ²T�_à��U�����2­,�m�Jà��&§Û�U�2à��U�N�&�©�U¥(¶g�&�EÝÀ�&�U��±2�2�©�l¥(�m�J¥s§Û�&�U�R�'Ý#�©�l�h�l���Þ­m�~�m�ê�m�J²��@¨_����­²T�m�l�(��ëg�U���l��äm�L±N¥s�À�m�x¥l²��m���?�m²T�~±2�?�l¥£�m�xà2�@�l�<�:�m�p¥s§Û�U�@¨m�&�J�mà2�@§2�l�@�l�©�~�ê�J��ä@�@�R�©�&�EåÞ�m�N¥s�l�@�l�a¥s�l���&�m�>ìà��&§Û�U�2à��U�2���À²T��à2�U��¥�Ý(�&�l�À�a�Wäm�U¥s�l��­~�@�s�Uàê�~���2�&��±Nà2����­Þ�í�:���<î\�m±2¥R¥l���m��²$±2�©�l�a¥l�&�m�©�ï§2�R�����U¥l¥£­m��äm�&�5���Uà¶?å$�\¥s�s���5�2�m¥s�l�����a�����U�@�Jà�å_�2�m²����&�m��¥så_¥s�s�U²ð�~�T�\�s�l�&�m�x�í���8���\¥l��²�§N�©�À�N�©�&�R�@�R�5�2���&�m���s�l�&��ìj¥s�s�R±N���l±��l�Uà§2�R�©�m���p�í���a�:�L��ñ_§N�����&�������m�l�l�U�a�@�l�©�~�"²T�_à��U��¥<�m�2à��í�©ä��<ò��@�l¨m��ä´#�m�Nà��~²ôó2�U��à2¥&�\·��æ§N�@�l�l���&±2�a�@�U�ÛÝÀ����?äm�U¥s�l�©­~�@�s�Uà�à��&§Û�U�2à��U�2���h²T�_à��U��¥Þ�m�#�l����¶x���m¥,���~²�§g�~�2�U�W�l¥$�m� ßs�&�m¥l�&�mà2�Uâ�s�R�m�2¥s�8�m�R²�¥,�m�%�l���î\�m±2¥l¥R���m�w²T�U�m�2¥&�mÝ#�N���R�w��²T§N�l��äm�Uà$�l�����m�&�&±��R�m��å$�m�2�l���LÝ#�aà��U�©åÞ±2¥s�Uàw�mà2�@§N�l�@�l�©�~�w¶?å,�s�R�m�2¥s�8�m�R²�í���~�2¥s�s�R�m�a���Uàr�R��ìY�U¥s�l��²��@�l�©�~�g�5�ðòá��à2�U������­Ñ²T�&�l���_à��~�©�m­~�©�U¥h�@�l����~�W�s�R�m¥l�s�Uàê�<�m�Nà����~²T§x�@�R�@�l�©äm�§Û�&�l�:�m�5²��m�2���"�~�õ�l����¡�Ý#�©�l�5�W¶Û�~�@�Ràö�l�m¥s¨õ��¥'§2�l�U¥s�U�?�s�Uà÷±2�2à2�&�'��à��U�?�l���&�m� �s�U¥s�á���~�Nà2�©�l�©�~�2¥��8�m�¥l±�§Û�&�lä_��¥s�Uà"�m�2àѱ2�2¥R±�§Û�&�lä��a¥s�Uà�mà2�@§2�l�@�l�©�~�ÑÝ#�©�l�����~�W�s�R�~���©�UàÑ�m²T�~±2�?�l¥��m�%�mà2�@§N�l�@�l�©�~��¥s§Û�&�U�R�ê�ø ±��(²T�&�l���_à2¥|§N�l��ä_��à��<¥l�©­~�2�©óx�&�m�W�\����ùú�@¶x¥s�~��±��s�B�ï­~�m���h�����m�&�&±2�R�m��å �Bäm�&�%�mà2�@§2�l�@�l�©�~��²T�&�l���_à2¥�l�2�@�#à����2�m�%��ñ�§x�©�~�©�L�l����à��&§Û�U�2à2�U�2���\¶g�&�EÝÀ�&�U���m���~±2¥s�l����²T��à2�U�Û§N�@�R�m²T�&�s�&�R¥U�

ûGü£ý�þbþEÿ�����ý��������� �����Wý�þ���������������`ý��������� �!� "#���%$�&pü'&(�|ÿ%���Uþ���)\ÿ*����$�+xÿ%,-�.�.�!,*����/0���1BÿRþ-����32%ý 4xü£þbÿ5�bÿ�$@ü6��� �.�!�.$�7 8.9�:�:;�< &6&/ü'&0$=>�~ý��~ÿ��6?@8�: ACB�D95AE8�7�D�D�F.$HG 0IJ�K?@8�: ACB�D9*AC8#7 D :�D$H&�)L����M��1H���ON��Eÿ*�`ÿ%,Rý�)QP ����,�P �Bþ

R

Page 2: S

S T0UWV�XZY\[^]^_`V�a�YbU

cedgfihkjHf�jmlMniopjmq�rHskoglMtvugq�wxsgfyiq`z6q�q�o{dgq�yiq�|}nKh6q�db~3ni�Zfiukj�nK��f�jmlMrJw�h>q�q�rHs��%q�r�ni�KoglM��q��%w�jmn�r�nK�bh>q�ogw�f�jmq�~3ni�dgl��'q���q�okr�q�w�z>q�jO�Jq�q�o�j�sgqpw%h6q�q�rHs�nKo��`sgl}rHs�j�sgqpw*��w*jmq�����f�wQjm�mf�lMogq�d���fiokd�jmsgqpw%h6q�q�rHs^�`sgl}rHs�l�jQs�f�wjmn���q�r�nK�KoklM��q��\��n�Jq�yKq����Zz>q�~3nK�%q�nKz�jHfil}oglMog�\w%lM�Kogl���r#f�ovj�l}��hg�%nyKq��bq�o�j�lMo���q�r�nK�Kogl�jml}nKo�h6q��%~3nK�%��fiokr�qi�w�q�yKq��mfi|��blMovukjmq�w\ni~�w%h6q�q�rHs�~3��nK� jmsgq�ogq���w�h>q#fi �q��¡nK�Wq�o�y¢lM�%nKog�bq�o�j¡�pugw*j�z>q�hg��ny¢lMdkq�d��¤£�¥�¦>§�¨fid�f�hkjHf�j�lMnKo'�>�`sgq���q�j�sgqp�%q�r�ni�KoglM��q��Qsgfiwejmn©fid�fihkjenKo�nKokqp��l}ovukjmq�nK�e|}q�w�w�ni~ªw�h>q�q�rHs�dgf�jHfk�6lMw«ognij�f�wq��6q�r�jml�yKqi�J¬QoWjmsgq�r�nKo�jm��fi�%�i�gsvug��f�ogwLr#fio\tvugl}rH ¢|��Wfidgfihkj�j�n{j�sgq�rHs�fi��fir�j�q��%lMw%j�lMr�wLni~�w�h>q�q�rHs¡dgl}w%jmni�%jmq�dz��­fio­ugog vogn�`o�rHs�fiogokq�|®��nK�Whg�%nKognKugokr�q�d�z��­f¯ognKogogf�jml�yKq^w�h>q#f� iq����°��ug��fiogwWw%q�q�� jmn±q�²�hg|}nKl}j��q�|Cf�j�lMnKokw�sgl}hgw�z>q�jO�Jq�q�o¡y�fi��l}nKugw�w%h6q�q�rHs�w%nKugogdkw���w�n{jmsgf�j#�gsgfy¢l}og�{sgq#fi�%d\nKog|}��~3q��³w�h>q�q�rHs�wmf���hg|}q�wLl}of�ogq��´dklMw%j�nK�%j�q�dµq�o�y�l}��nKok��q�ovj���jmsgq��µf�d�¶%ugw%j�jmn^fi|}|xj�sgq©w%h6q�q�rHs±hg��niognKugogr�q�d±lMo�jmsgl}wpq�o�y¢lM�%nKog�bq�o�j#�· sgq���q�~3ni��qi��lMo�jmskqJw%h6q�fi iq��@fidgfihkjHf�jmlMnio�hk��n�¶%q�r�j�ni~�j�sgq R¸K¸K¹ �JnK�� vw%sgnKhpnK�%��fiogl}��q�d�z���j�sgq�º�»�¼k½�r�q�o�jmq��f�j�¾inKskogw��«nKhg vlMokw�¿«ogl}yiq��%w�l}jO�i����fio��µh�f��%jml}r�l}h�fio�jmw(dgq�r�l}dgq�dÀjmn�lM�bhg��nyiqW�mfihgl}d±w�h>q�q�rHsÁ��q�r�nK�Kogl}��q��fid�f�hkjHf�j�lMnKoWz��\�bn�dkq�|Ml}og��j�sgq�dgq�h>q�ogdkq�ogr�lMq�w«z>q�jO�Jq�q�o�w�h>q�q�rHs�w�nKukogdgw��

 q�h>q�ogdkq�ogr��^��n¢dgq�|Mw�~3ni��jmskqpw�h>q#fi �q���fid�f�hkjHf�j�lMnKo�hg��nizg|Mq��Ãs�f#yiq(z6q�q�o�|MnKok��lMo�j���n¢dgugr�q�dÅÄÆ R �ÈÇ�Éfiogd�~3ug�%j�sgq���w%jmukdglMq�d¯zv��w�q�yKq��mfi|Jnijmsgq��pfiu�jmsgnK�%w\ÄÊÆ¢�@ÆiËk� R¸ � R Æ¢�@Ì�� R É®����n�Jq�yiq����ªjmskq��bnKw%j��`lMdgq�|}�ugw%q�dÍsgl}dgdgq�oÏÎ�fi�% iny���n¢dgq�|bÐOÑ«Ò�ÒWÓ¡f�d�fihkjmf�jml}nKo�fi|M�Kni��l}j�sg�bw��«��q�y¢l}q��Jq�dÍl}oͼ�q�r�j�lMnKo Æ��Qjmfi iq�fdgl��'q���q�o�j\f�hghg��nKfirHs��Ôc�d�fihkjmf�jml}nKoÕl}w©lM�bhg|Mq���q�o�jmq�dÁfiwW��q�q�w*jmlM��f�j�lMnKoÅni~�jmsgqÖÑ«Ò�Ò ugogdgq��Wr�q��*jHfil}or�niogw%j��mfil}ovj�w���dgq���okq�dWz���|}lMogq�fi�ªjm�mf�ogw%~3nK�%��wxni~Èj�sgq�Ñ«Ò�Ò¤h�fi��fi��q�jmq���w���×­l�jms�|Ml}j%jm|}q�f�d�fihkjmf�jml}nKo�dgf�jHfk�jml}�Ks�j�r�nKogw*jm�mf�lMo�jmw��pugw*jpz>q�lMo�j���n¢dgugr�q�dÖz��ÅØ�Ù�§EÚ¢Û�|Ml}ogq#f���j��mfiokw%~3nK�%��w�lMoÖf�w���fi|}|Zo¢uk�pz6q���ni~�r�|Cf�w�w�q�wfiogd¡z��Ww�h>q�r�l}~E�¢lMok�br�q��*jHfil}o\j��mfiokw%~3nK�%�¤w%j���ugr�jmug�%q�w�Ð�qi�Ê�g�ªzg|}n�rH �dglCfi�inKo�fi|CÓ��

Ü obj�sglMwZhk��n�¶%q�r�j#�vjmskq«hgfi�%j�lMr�l}h�fio�jmwªf�|M|Mq�y¢lCf�j�q�d�j�sgq`r�nK�b��niog|}��ugw�q�d��%q��bq�dk�(n�~6jO�¢lMok�g�vnK��~3nK��r�lMog�Qj�nz>q�lMdkq�o�jml}r#fi|���j�sgq�j��mfiokw%~3nK�%��f�j�lMnKokw«n�~Zjmsgq���n¢dgq�|}w�n�~Z��q�|Cf�j�q�d�w%h6q�q�rHs�ugogl�jmw�� · sgq�jmq#f��Ý~3ni|M|Mn�Jq�d�fiofi|�jmq��%o�f�j�l}yKq�fihghk��n�firHs'�'�bn�dgq�|Ml}og�(jmsgq�dgq�h>q�ogdkq�ogr�lMq�w�z>q�jO�Jq�q�o�jmsgq�w�h>q�q�rHs�ukogl}j�w��>w�n�j�s�f�j«jmsgqp�bn¢dgq�|jm��fiogw*~3nK����f�jml}nKo�~3ni��nKogq�ukogl}j�lMokÞ�ukq�ogr�q�wLzgukj�lMw�ogn�jLogq�r�q�w%wmfi�%lM|}��lMdkq�o�jml}r#fi|>jmn�j�sgqQjm��fiogw%~3ni����f�jml}nKob~3ni�fiogn�jmsgq��«ukogl}j��x×�q�ugw�q�d�jmsgl}wL vogn�`|Mq�dk�Kq�j�n{j��mfiokw%~3nK�%�ßq#firHs���n¢dgq�|'lMogdgl�y¢lMdgu�f�|M|}�{�`l�jmsgnKu�j��%q�tvugl}��lMok�f�|Mfi���Kq�wmf���hg|}q�ni~ªq�firHs^w�h>q�q�rHs�w�q��i��q�ovje~3nK�QfidgfihkjHf�jmlMnio�� · n©q�w*jml}��f�j�q�j�sgqpdgq�h6q�ogdgq�okr�lMq�w�z6q�jO��q�q�odgl��'q���q�o�jew�h>q�q�rHs^ukogl}j�w�����qpukw�q�d�fb|Cfi�%�Kq�r�nK�%hgugwQn�~�jm��filMogl}og�bw�h>q#fi �q���wQfiogd^f{yif���lMq�jO�¡ni~Zr�ni����q�|Cf�j�lMnKo

Æ

Page 3: S

�bn�dgq�|Ml}og��jmq�rHsgoglMtvugq�w�jmsgf�jblMogr�|Mugdgq�dÕÎ�fi�� �n.yÅà«fiogdgni� á@lMq�|Mdgw��Jq ²khk|MlMr�l}jbr�ni����q�|Cf�j�lMnKo¯�bn¢dgq�|}w���f�ogdjm�%q�q âOw%j���ugr�jmug�%q�d���n¢dgq�|}w��

º�nKogw*jm�mf�lMogq�dbq�w%j�lM��f�jml}nKopni~>sgl}dgdgq�o�Î�f��� iny(�bn¢dgq�|}wLÐ��eÎ�Î�wmÓZl}w�r�uk����q�o�jm|}��jmsgqL�bq�j�sgn¢d(ni~'rHsknKlMr�q~3nK�Zf�d�fihkjmf�jml}nKopz��(�bnKw%jZ�%q�w%q#fi�%rHsgq��%w�fiokdbl}w�zg�%lMq�Þk�p��q�y¢lMq��Jq�dblMob¼¢q�r�j�lMnKobÆ¢� Ü o�¼�q�r�jmlMnio{ã��JqLdgq�w�r��%lMz>qnKug�J�Kq�okq��mf�|'fihkhg��n�f�rHs©~3nK���bn�dkq�|Ml}og��jmsgqedgq�h>q�ogdkq�ogr�lMq�wLz>q�jO�Jq�q�o\h�fi�mf���q�jmq��%w�ni~Èj�sgq�j��mfiokw%~3nK�%��f�j�lMnKozglMfiw�q�w��>hg��q�w�q�o�j�lMog�bjmsgq�w�h>q�r�l���r�dgq�h>q�ogdkq�ogr�q(��q�jmsgn¢dgw`jms�f�j`�Jq�ugw%q�d�� Ü o�¼�q�r�jmlMnio�ä��Jq�hk��q�w%q�o�jejO�Jnfihghk��n�firHskq�we~3nK�«�mf�hglMd�fid�fihkjmf�jml}nKo�ukw�lMok���bnK��q��Kq�okq��mf�|�j��mfiogw*~3nK����f�j�lMnKogw��«å�²�h>q��%lM�bq�o�jHfi|���q�w�ug|�jmw�nKojmskq�¼v�`l}jmrHsvz>n�fi�%d�r�nK��hgukw�f���q�hg��q�w�q�ovj�q�d�l}o�¼�q�r�jmlMnio�Ì¢��fiogd\��q�r�niogr�|}ugdgq�lMo�¼�q�r�jml}nKo¡æk�

ç èéYbU^ê�V�Xªë�a#U�ì�[�í'îÍê�V�a#ï ë�V�a�YbU ðñ[�ëpò�V@ë�V�a�YbU

c­~�fi��l}|}��ni~0fidgfihkjHf�jmlMnio�f�|M�KnK�%l}j�sg��wLÄ ¸ � R ã�� R¹ É�~3nK�ªr�nKo�j�lMovugnKugwJ��ló²¢jmug�%q«dkq�ogw%l}jO���QÎ�Ρw�lMwªz�f�w�q�d�nKor�niogw%j��mfil}ogq�d\��q�q�w*jmlM��f�j�lMnKoWni~0j�sgq���ló²�j�ug��q�ô�fiukw�w�lMfiogw���Î�f�²�lM�pug�é|Ml} iq�|}lMsgn¢n¢d^ЮÎ�»�Ó��%q�q�w%jml}��f�jmlMnio©ni~jmskqeô�fiugw%w�lMfiogwZlMo{f�|M|�j�sgq�w%q«fid�fihkjmf�jml}nKo(w�rHskq��bq�wxlMw�h>q��*~3nK���bq�d{ugw%lMog��jmskqLq�²�h6q�r�jmf�jml}nKo�âO��f�²�lM�blM��f�jml}nKoÐ�åxÎ�ÓLfi|}�KnK�%l}jmsk���

Ü oÏÄ ¸ ÉLj�sgq�r�nKogw*jm�mf�lMo�j{lMw(jmsgf�j{jmsgq\�bq#fiogwbfiokdÀj�sgq\r�ny�fi��lMfiogr�q�w{ni~�fi|}|`ô�fiugw�w%lCfiokw(lMoÅf�hgfi�%j�lMr�âug|Mfi���bl�²¢j�ug��qµÐ�nK��fÖ�K��niughõni~��bl�²¢jmug�%q�w��Ll}~Qj�sgq��%q^lMw�jO�¢l}og�µni~�j��mfiogw*~3nK����f�j�lMnKogwmÓ�~3nK|M|}n.�´jmsgq�w�fi�bqf�öbogq`jm��fiogw%~3ni����f�jml}nKo���¼�h>q�r�l���r#f�|M|}�i��|Mq�jZjmsgq«nKzgw%q��%y�f�j�lMnKo{dgq�ogw�l�jml}q�wªni~'j�sgq`w�h>q#fi �q��5âOlMokdgq�h>q�ogdkq�o�j�Ю¼ Ü Ó�QÎ�Î�w�sgfyiq�j�sgq�~3nK���

÷@ø.ù Ð3ú�ûHüþý#û3Óxÿ������ ��� Ð�� � üþý#û3Ó� Ð3ú�û�������� � ��� ��� � Ó � Ð R Ó

�`sgq���qeú�û�lMwªjmskqQnKzgw%q��%yiq�dW~3q#f�jmug�%q�yKq�r�j�nK�`f�jxjmlM�bq�� ��ý�û0lMwªjmsgqQ�QÎ�Î�w*jHf�j�q�f�jxjmlM�bq�� ��� � dgq�ognij�q�w�jmskqq�yiq�o�j�jmsgf�jej�sgq���â®jms�ô�fiugw%w�lMfio��bl�²¢jmug�%q�ni~�w%jHf�jmq{ý�ûZ��fiwQugw%q�d�f�jej�lM�bq�� �'fiogd! #"�lMw�j�sgqpovug�pz>q���ni~r�ni��h>nKogq�ovjZô�f�ugw�w%lCfiogw�lMo�jmsgqJ��ló²¢jmug�%qJdgq�ogw�l�jO�K�$ Ð3ú�û%���&��� � �'� ��� � Ó�l}w�j�sgq��puk|}jml�y�fi��lMf�jmq�oknK����fi|vdgq�okw�l}jO��`l}j�s��bq#fiobyKq�r�jmni�(�&� � � fiogd©r�nyif���lCf�ogr�q«��f�jm��ló² � � � � � · skq�o��¢jmsgq«w�h>q#fi �q��5â5fid�f�hkjmq�d�Ю¼�cQÓªnKzkw�q��*y�f�jml}nKodgq�ogw�l�jmlMq�w`z6q�r�nK�bq

÷@ø) ÐEú�ûHü ý�û�Óªÿ*����� ��� h0Ð�� � ü ý�û�Ó� Ð3ú�û%��+-,��&�.� �0/21 , � +-, � ��� � +43, Ó � ЮÆiÓ

ã

Page 4: S

�`sgq���q�+ 3 dgq�oknijmq�wxj�sgq�jm��fiogw�h>nKw%q«n�~'f���f�jm�%l�²6� · sgqLjm�mf�ogw%~3nK�%��f�jmlMniogwZfi�%qLw�s�fi�%q�dbfi�bnKog��w*jHf�j�q�wZjms�f�jfi�%q�r�|Mugw*jmq���q�d\jmni�Kq�j�sgq��`z�fiw%q�d¡nKo\jmsgq�lM�Lw�l}��l}|Cfi�%l}jO�i��f�w«w%h6q�r�l���q�d¡z��Wjmsgq�lMokdgq�²65{ÿ87@Юý�û�Ó �

Ü o�jmskq�Ò:9;9�£Å�bq�j�sgn�d�Ä R ã�É®�vjmskq�|}lMogq�fi�ªr�nKogw*jm��filMo�jJlMwxnKog|}�(fihghg|}lMq�d{jmn�jmsgq���q�fiogwxni~�j�sgqQfidgfihkjmq�dnKzgw%q��*yif�jmlMnio¡dkq�ogw%l}jml}q�w��g�`sglMrHs¡z6q�r�nK�bq

÷�ø<) ÐEú�ûHü ý�û�ÓZÿ*����� ��� h0Ð�� � ü ý�û�Ó� Ð3ú�û��=+-,��&� � �>/?1 , ��� � � � ÓA@ Ð�ãKÓ

· nÀ�%q�dgukr�q�jmsgq�ovug�pz>q��Wni~�h�fi��fi�bq�jmq���w©j�s�f�j¡�pugw*j\z6q^q�w%jml}��f�jmq�d­l}o­j�sglMwW�bq�j�sgn¢d��efCB�Ø.D�EGF�Ø.E0D�H�¨jm��fiogw*~3nK��� l}wWni~Ejmq�o³ukw�q�d Ä R Ì.É��QlMoõ�`sgl}rHs�j�sgq�h�fi�%j�w\ni~�j�sgq���q�fioõyKq�r�jmnK�%w�r�nK���%q�w%h6nKokdglMog�±jmn±jmskqr�q�hgw%j���ug�Ýf�ogd�l�jmwLdgq���l�yif�jml}yiq�w«fi�%qQjm�mf�ogw%~3nK�%��q�d\lMogdgq�h6q�ogdgq�ovj�|}�\ugw%lMog�bf(zg|}n�rH KâOdklCfi�Knio�fi|'��f�j���l�²6�

c°w�lM�bhg|}q���r�niogw%j��mfil}ovj�l}wQjmsgqbw�l}��hg|}qJI�§�¥<BQj��mfiokw%~3nK�%�����`sgq���q{jmsgq�fid�f�hkjmq�d��bq#fiokw�f���q{nKzkjmfilMogq�d~3��ni�éjmskq�w%h6q�fi iq��*â-lMogdgq�h6q�ogdgq�ovjenKogq�w�ugw%lMog�bf(w�l}��hk|Mq�fidkdgl}j�l}yKq�zklCfiw

÷@ø) Ð3ú�ûHüþý#û3Óxÿ������ ��� hÈÐ�� � üþý#û3Ó� Ð3ú�ûK���&�.� �0/21 , �'� ��� � ÓA@ Ð�ä�Ó

· sgl}w�jO�¢h6qQn�~Èjm�mf�ogw%~3nK�%�él}w�ogn�jLfiw�h>n��q��%~3ug|�fiw�jmskq�f�öbogqej��mfiogw*~3nK����f�j�lMnKogw����«n.�Jq�yiq�����l}j�l}w�q�fiw�l}q��Jj�n�bn�dgq�|�dgq�h6q�ogdgq�okr�lMq�w�n�~�w�l}��hk|MqQzglMfiw�q�w���fiw��Jq�w�s�fi|}|�w�q�q�l}o�¼�q�r�jmlMnio�ã��

cewJl}jªr#f�o�z>q�w%q�q�o�zv�bq�t¢ugf�jml}nKo^Ð�ã�Ó@jmsgq«dgq��i��q�q�ni~'jO�¢l}og��l}wxj�sgq«wmfi�bq`lMobz6nij�s�j�sgq«j��mfiokw%~3nK�%��f�j�lMnKo��f�jm�%lMr�q�w-+4,�fiogd�jmsgq�zglCfiw`yKq�r�j�nK��w

1 ,��«��n�Jq�yKq���l}j«lMw«q��bhgl}��lMr�fi|M|��� vogn�`o�j�s�f�jej�sgq�yif���lCf�ogr�q�ni~Zjmskqq�w*jml}��f�j�q�ni~`j��mfiogw*~3nK���ñ��f�jm�%lMr�q�w�l}wp�pugrHs±sgl}�Ksgq���jms�f�o±j�sgq�y�fi�%lCfiogr�q©ni~Lj�sgqWq�w*jmlM��f�j�q�ni~`jmskq©zglCf�wyKq�r�j�nK��w��Kl�yKq�o�f�w�h>q�r�l}��r(ovug�pz>q��eni~ªwmfi�bhg|}q�w�� · ��fiogw%~3ni����f�jml}nKo���f�jm�%lMr�q�wQf���q�j�sgq��%q�~3nK�%q(|Mq�w�we�%nKzgugw*jjmsgfio�zklCfiw�yiq�r�j�nK��w��x×�q�r#fio\jHf� iq�fidky�fio�jHf��Kq�ni~�j�sglMw�~�f�r�j«fiogd�fid�f�hkjLjmsgq��bn�dkq�|MwLukw�lMok�

÷@ø) ÐEú�ûHü ý�û�ÓZÿ*����� ��� h0ÐL� � ü ý�û�Ó� Ð3ú�û%��+-,��&�.� �0/21 ,NM ��� �.� � Ó�@ ЮÌiÓ

�`sgq���q��Jq©lM�bh>nKw�q�f��pugrHs¯|}n�niw�q���jO�¢lMog��lMo�j�sgq©zglMfiw�q�w�j�s�fioÖj�sgq�jm��fiogw*~3nK��� ��f�jm�%lMr�q�w��¡ceo�f�|}�vjml}r#fi|q�²�hg�%q�w%w�lMniogw�r�fio­z6q^dkq���l�yKq�d³l}oÕjmsgq�r#f�w�q�ni~�dgl}�6q��%q�o�jWjO�¢lMog�±ni~�fid�f�hkjHf�j�lMnKoÁh�fi�mf���q�jmq��%wWzgukj\jmskqovug�bq���l}r#fi|@��q�jmsgn¢dgw���q�tvuglM�%q�d�fiogd^jmsgq{�bq��bnK�%��zgug�%dgq�okw�fiw%w�n¢r�lMf�jmq�d���fi �q(l}j�s�fi�%d^jmn\lM�bhg|Mq���q�o�j#� ug�%lMog��j�sgq¡�JnK�% ¢w%sgnKhÀ��q¡lM�bhg|Mq���q�o�jmq�d±f�oÁfihkhg��n#²�lM��f�jml}nKoÖj�n�q�tvu�f�jml}nKo ЮÌKÓ �µ×Öq\����w*jbq�w%j�lM��f�jmqjm��fiogw*~3nK����f�jml}nKo©��f�jm�%lMr�q�wLw�ukrHs�jmsgf�j

÷�ø<) Ð3ú�ûHüþý�û�ÓZÿ � �� � ��� h0Ð�� � üþý�û�Ó� Ð3ú�û���+4,��&� � � �'� � � � ÓA@ Ð�æKÓ

ä

Page 5: S

jmskq�o¡w�q�j%jml}og�?O�&� � � ÿP+-,��&� � � �Jq�q�w%j�lM��f�jmq�zglMfiw�yKq�r�j�nK��w«w�ugrHs¡jms�f�j

÷�ø<) Ð3ú�ûHüþý�û�Óªÿ*����� ��� h0Ð�� � üþý�û�Ó� Ð3ú�ûK��O����� �>/?1 ,KM ��� �.� � ÓA@ ЮÇiÓ

· sgl}wJjmq�rHsgogl}t¢ukq�lMwxr#fi|}|Mq�dQF�¥<BRF�¥�¨�HZjm��fiogw*~3nK����f�jml}nKo{w�l}ogr�qej�sgqQf�d�fihkj�q�dW�bn�dgq�|MwZ~3��ni�°j�sgqej��mfiogw*~3nK����f�âjml}nKo\��f�jm��ló²Wf���q�ugw%q�d�f�w«l}ogl}j�lCfi|��bn�dkq�|Mw�~3ni��jmsgq�q�w*jml}��f�j�lMnKo�ni~@zklCfiwLyKq�r�j�nK��w��

×­sgq�o1 ,KM¢r#f�ogognij�z6qxq�w*jml}��f�j�q�d�Ð�ugokw�q�q�o(fid�f�hkjHf�j�lMnKo�d�f�jmf�Ó��.jmskqJ|}q�w�w���q���ogq�d

1 ,�hg��ny¢lMdgq�w�fSIH¥�F'TVUKWq�w*jml}��f�j�qi�

X Yñì�òÖì�U^[�ìQU^_�Z [ Y\[�ì#\�a#U^] Y`_ba´a�ë�ê@ì�ê

Ü o¡�mfihgl}d¡fid�fihkjmf�jml}nKo��¢�`sgq��%q�f(yKq��%�\w���fi|}|Èfi�bnKugo�j`ni~�w�h>q�q�rHs�lMw`f#y�filM|Mfizg|Mq«~3nK�`fid�f�hkjHf�j�lMnKo'�g��f�ov��ni~jmskq(r�|Cf�w�w�q�w�jms�f�j�w%s�fi�%qpjmsgq(w�fi��qpj��mfiokw%~3nK�%��f�j�lMnKo��`lM|M|�z>q(q�l}j�sgq���ukogw�q�q�o�nK��s�f#yKq{lMokw�uköbr�l}q�o�j�d�f�jmfjmnb��nizgugw%j�|}�Wq�w%j�lM��f�jmqQj�sgq�l}��jm�mf�ogw%~3nK�%��f�jmlMnio��ªá�nK��jmsgq�w�l}��hk|MqQzglMfiw�Ð�ävÓ�f�ogd�r�fiw�r�fidgq©Ð®ÌKÓJj��mfiogw*~3nK���bw����fio���ni~Èj�sgq�zglMfiw�q�w

1 ,NM'r#fiokognijLz>qQq�w*jml}��f�j�q�d�Ð3ugogw�q�q�o\d�f�jmf�Ó���nK��j�sgq�q�w*jmlM��f�j�q�w�Ð3w�q�q�o\d�f�jmf�ÓJ��f��z>qugog�%q�|}lCfizg|}qi� · n¡hg��q�dglMr�j�jmsgq(j��mfiogw*~3nK����f�j�lMnKogweni~��blMw%w�l}og�Wr�|Mfiw�w%q�w���fiw��Jq�|}|ªfiw�w��bn�n�jms^jmsgq(j��mfiogw*~3nK�*â��f�jml}nKogwQni~xr�|Cfiw%w�q�w��`l�jms�lMogw%uköbr�l}q�o�j�d�f�jHf�����q{ugw%qbdkq�h>q�ogdgq�ogr����bn�dkq�|Ml}og�g� Ü o�jmsgl}w�fihghg�%n�firHs��Èjmskqdgq�h6q�ogdgq�okr�lMq�w�z>q�jO�Jq�q�o(j�sgq�h�f��mfi�bq�j�q���w�ni~�dkl}�6q���q�o�j�r�|Mfiw�w%q�w@fi��qx����w*j�q�w*jml}��f�j�q�d�~3��nK� f«|Cfi�%�KqJovug��z6q��ni~�jm��filMogl}og�pw%h6q�fi iq���w��  ug�%lMog�{fidgfihkjHf�jmlMnio���j�sgq�jm�mf�ogw%~3nK�%��f�jmlMnio©h�fi��fi��q�jmq���wLni~�jmsgq�r�|Cfiw%w�q�wLj�s�f�j«fi�%qw�q�q�oµl}o�j�sgq©f�d�fihkjmf�jml}nKo�d�f�jHf�fi��qbq�w*jml}��f�j�q�d�ugw�l}og�¡w%jHf�ogd�fi�%d±Î�»Ájmq�rHsgogl}t¢ukq�w�� · sgq�w�q©hgfi�mfi�bq�j�q��%wfi�%qbj�sgq�oµw%��n¢nij�sgq�d���fiogd�jmsgq���l}w�w%lMog��â-r�|Mfiw�w�h�f��mfi�bq�j�q���w�fi�%q�hg�%q�dgl}r�j�q�dÖ~3�%nK� jmsgqbw�q�q�oµniogq�w�ugw�l}og�jmskq�dgq�h6q�ogdgq�ogr�����n¢dgq�|gj�s�f�jx��f�w�q�w*jml}��f�j�q�d{~3��nK� j�sgq`jm�mf�lMogl}og��w�h>q#fi �q���w���á�lMo�fi|}|}�i�ijmsgq«lMo�j�q���h>nK|Mf�jmq�dfiogd¡w��bn¢nijmsgq�d\h�fi�mf���q�jmq��%w`fi��q�ugw%q�d¡jmn(jm��fiogw%~3ni���´j�sgq��QÎ�Î�w��

Ü o¡j�sgq���ni�� vw�sgnih��Jq�q ²kh>q��%lM�bq�o�jmq�d¡�`l�jms\~3nKug�Ldgl��'q���q�ovj«dgq�h6q�ogdgq�ogr��¡�bn�dgq�|Mw��kni~��`sglMrHs\jO��n�fi�%qjm�%q�q âOw%j���ugr�jmug�%q�dõ�bn�dkq�|Mw�ЮΡug|}j�lMw�r�fi|Mq · ��q�q�½ª�%n�r�q�w%w�q�w\f�ogd­¼¢j���ugr�jmug�%q�d�Î�ce½JÓ ��nKokq�lMw�fioÁq ²�hg|Ml}r�l}jr�ni����q�|Cf�j�lMnKoWw%rHsgq��bqpf�ogd�j�sgq�~3nKug�%j�s�ukw�q�wQÎ�fi�% iny�à�fiokdgnK�´��q�|Mdgw�� · sgq�w�q�r�nK�%��q�|Mf�jml}nKo\��q�jmsgn¢dgw«fi�%qq�²�hg|MfilMokq�dWlMo�jmsgq��%q���filMogdkq���n�~�j�sglMw�w�q�r�jml}nKo¡fiogdWr#f�oWz6q�ugw%q�dWjmn(�bn¢dgq�|>jmsgq�dgq�h6q�ogdgq�ogr�l}q�w`z6q�jO��q�q�ojmskq�zklCfiw%q�w`ni~�jmsgq�jm��fiogw*~3nK����f�jml}nKogw�Ð3ävÓ��MЮÌiÓ��

Ì

Page 6: S

cedgf h i#j%kmlKn>o&pqjKrtsvumr;rbwxumy�o&r;n>n0rznÎ�ug|�jml}w�r#f�|Mq«w%jmn¢rHs�fiw*jml}r�hg��n¢r�q�w�w�q�w`fi��qQfioWlM�bh6ni�%jHf�ovjJr�|Mfiw�w�ni~0��n¢dgq�|Mw��¢ni~È�`sgl}rHs¡f�h�fi�*jmlMr�ug|Cf���|}�{ukw�q�~3uk|w�ukz6r�|Cfiw%w�l}w�z�f�w�q�d nKo³w%r#fi|}q�â-��q�r�ug��w%l}yiqÖdk�¢o�fi�blMr�w�nio�j���q�q�w¯Ä æk� R ä�É�� · sgq�� f�|M|Mn�Ãq�öbr�l}q�o�j��bn¢dgq�|q�w*jml}��f�j�lMnKo�fiogd\|Ml} iq�|MlMskn�n¢d�r�fi|Mr�ug|Cf�jmlMnio���q�w�ug|�jml}og�plMo\f�y�fi�%lMq�jO��ni~�fihkhg|Ml}r#f�j�lMnKogw��  q�ognijml}og�(fpogn¢dgq�l}ojmskq�jm�%q�qbz��|{^�`l}j�sÖh�fi�%q�o�j`{&}7��@f�w*jHf�j�q�âOw%h�fir�q��bn�dgq�|�~3nK��jmsgqbq�yinK|Mukj�lMnKo�lMo�w�r�fi|Mqbni~�j�sgq©ô�fiugw%w�lMfiojm�%q�q âOz�fiw%q�d�hg��n¢r�q�w�w O~ f�ogd�l�jmwLognilMw%��nKzgw%q��%y�f�j�lMnKo��~ lMwL�Kl�yKq�o�z��O1'� ÿ � � O1����� /��e� Ð ¹ Ó�1'� ÿ � � O1'��/2�<� Ð ¸ Ó

�`sgq���q O1'� lMw�j�sgq�w%jmf�jmq�n�~�j�sgq�hg�%n�r�q�w�w«f�j�ogn�dkq�{6� · sgq�w%jmf�jmq O1'� f�jLj�sgq���n¢nij�okn�dgq�ËpsgfiwLdglMw*jm�%lMzgukj�lMnKo Ð�Ë ��� � Ó����`sgq���q� Ð.� ��� Ó(dgq�ognijmq�wWf¯ô�fiugw%w�lCf�oÕdgq�okw�l}jO�À�`l}j�sÕ�bq#fio��ÍfiogdÕr�n.y�fi�%lCfiokr�q � � · sgqhg�%n�r�q�w�w�ognKlMw%q

�e�lMw��`sgl�jmqi�@lMogdgq�h6q�ogdgq�ovjpni~ O1'� ��fiokdµs�fiw�dglMw*jm��l}zgukj�lMnKoJ Ð�Ë �'� � Ó � · sgq©w%jmf�jmq O1'� l}w

nKzgw%q��*yKq�d�y¢lCf\fWognKlMw*�^�bq#fiw%ug��q���q�ovj �1'� ���`skq���q{jmskqb�bq#f�w�ug�%q��bq�o�j�ognKlMw%q���

l}wQ�`sgl}j�qi�0lMokdgq�h>q�ogdkq�o�jni~ O1'� fiogd

�e��Zf�ogd¯s�fiw�dglMw*jm��l}zgukj�lMnKo: Ð�Ë �'� � Ó���céjm�%q�qb�`l}jmsÖnKog|}��nKokq�rHsgl}|Mdµh>q���h�fi��q�o�j(��f#��z>q

lMo�j�q���hk��q�j�q�d�fiwLjmsgq�~�fi�blM|}lCfi�ª|}lMogq�fi��dk�¢o�fi�blMr�fi|�w*��w*jmq��Ýj�s�f�j`q�yKnK|�yKq�w«lMoWj�lM�bqi�ô�l�yKq�o�fej���q�q`j�nKh>nK|MnK����f�ogdpjm��filMogl}og�QnKzkw�q��*y�f�jml}nKogw��~ �Kj�sgqLh�fi��fi��q�jmq���w � � �V� � � � � ��� � fiokd � � ni~

jmskq`j���q�qefi�%qLq�w*jmlM��f�j�q�d{ugw�l}og��fio�å@²�h>q�r�jmf�jml}nKo�â5Î�f�²�lM�blM��f�jml}nKopfi|}�KnK�%l}jmsk�¤Ä R Æ�É��ªô�l}yKq�obf�j���q�qL�`l�jms{l}j�wh�fi��fi�bq�jmq���wefiogd�nizgw�q��%y�f�jml}nKogw �~ f�j(Ð�h>nKw�w%lMzg|��\nKog|}�¡fbw�ugzkw�q�jQni~HÓ�jmskq�ogn¢dgq�w��6j�sgq�w%��n¢nijmskq�d¯Ð�Î�cQ½nK�pÎ�Î�¼kåxÓ�q�w*jml}��f�j�q�w�ni~Ljmsgq�w%jHf�jmq�w O1 ������ ÿ���� O1'� ü��~v� fi�%q©r�ni��hgu�jmq�dµy¢lMf�f��Kq�ogq���fi|Ml}�#f�j�lMnKo�ni~Ljmskqà«fiugrHs�â · ugok��â*¼¢j���l}q�z>q�|0fi|}�KnK��l�jmsg�ÃÄ æ�É��

»Èq�j`� ø.ù� �q��ÿ R � @�@�@ ��� �xdgq�oknijmqW�bq#fiokw(ni~�j�sgq¡ô�fiugw�w%lCfio¯dkq�ogw%l}jml}q�w(r�nKogw%j�l}j�ukjml}og��jmsgq\f�r�nKugw*jml}r�bn�dgq�|MwxlMo�f�w�h>q#fi �q��5âOlMokdgq�h>q�ogdkq�o�j�»���ºL¼kà³w*��w*jmq����kfiogd � ø)� ÿ8� ø�ù� / �1�� dgq�ognij�q�jmskqQr�nK�%��q�w�h>nKogdgl}og�w�h>q#f� iq��5â5fidgfihkjmq�d��bq#fiokw��ªá�nK��j�sgq�hgug��h>nKw%q�n�~��%nKzgugw*j«q�w%j�lM��f�jml}nKo��vjmsgq � dgq�ogw�l�jmlMq�w`fi��q�h�f��%jml�jml}nKogq�dlMo�j�nv¡År�|Cf�w�w�q�w£¢�¤��G¥�ÿ R � @�@�@ � ¡L��fiokd�nKokq�q�w%j�lM��f�jmq�w«niog|}�©f^F'U<¦§¦6U�ÚiâZnK�`r�|Cf�w�w*â-zglCf�w O1 ¤'w�s�fi�%q�d¡z��¡fi|M|jmskq�dkq�ogw%l}jml}q�w`lMoWj�sgq�r�|Cf�w�w��kw�n{jms�f�j

� ø)� ÿ8� ø.ù� / O1 ¤ �©¨ ��ª^¢$¤�@ Ð R Ë�Ó

· sgq�ukw�u�fi|�hg�mf�r�jml}r�q�lMw�j�n¯fid�¶%ukw%j©j�sgq�ovug�pz>q���ni~�r�|Mfiw�w%q�w ¡ lMoÕfir�r�nK��d�f�ogr�q��`l�jmsÁj�sgq^fi�bnKugo�j�ni~

æ

Page 7: S

f#y�filM|Mfizg|Mq©fid�fihkjmf�jml}nKo¯d�f�jmfk��f�ogdÅl}w(ugw�ugfi|M|��¯ni~«jmsgq¡nK��dkq��{ni~ R Ë�ni�bw%��f�|M|Mq���~3nK�(��fihglMdÀfidgfihkjHf�jmlMnioz�fiw%q�d�nKoµfW~3q�� w%q�r�nKogdgw�ni~�w%h6q�q�rHs���×�qbhg��nKh>nKw%qbj�n�ugw%q�|Mfi���iq{y�fi|}ugq�w�ni~«¡ Ð R ÌiË�â*ÆiÌiË�Óeq�yiq�oÖ�`skq�of©yKq��%��w���fi|M|@fi�bnKugo�j�ni~Jw�h>q�q�rHsÖlMw�f#y�filM|Mfizg|Mq�~3nK��fid�fih�jHf�j�lMnKo�� · n¡nKzkjmfilMo���nizgugw%j�q�w%jml}��f�jmq�w�n�~�jmskqr�|Mfiw�w5âOzglMfiw�q�w O1 ¤�����q�dgq���ogq�fpjm��q�qQ�`l}j�s¬¡À|Mq�fyiq�w���fiw�w%n�r�lCf�j�qejmsgq�|}q#f�~0ogn¢dgq�w`�`l�jms©j�sgq O1 ¤�­Êw���fiokd¡�bn¢dgq�|jmskqQzglCf�w�q�w�fiwLf(ô�fiugw%w�lMfio©�pug|�jml}w�r#f�|Mq`hg��n¢r�q�w�wL�Kl�yKq�o©z���Ð ¹ Ó��Zá���ni�éf�zg|Mn¢rH {ni~�fid�fih�jHf�j�lMnKo�d�f�jHf���Î�»q�w*jml}��f�j�q�w �1 ¤�ni~ªzglCf�w�q�w�f�j�f©w�ugzkw�q�j�ni~ªj�sgqp|Mq�f#yKq�w�fi�%qpugw%q�d^jmnWnKz�jHfil}oÀ¥(¦mURB�Ø�HAD�§®U<D §Èq�w%jml}��f�jmq�weni~Jfi|M|jmskq�zklCfiw%q�w�� O1 ¤3� · sgq�w%q�w%��n¢nij�sgq�d\zglMfiw`q�w%j�lM��f�jmq�w`fi��q�ukw�q�d�lMo�Ð R Ë�Ó��

ced�¯ °ek�uGi±o$k�i±umpqj`h ²Pw ²P³#pq´-k>pµkmlKy(¶· sgq�w�rHsgq���qpdkq�w�r���l}z6q�d^fiz>n.yiq�z>q#fi�%wew*jm��niog���%q�w�q��pzg|Mfiogr�q�jmn©¼gÎ�cQ½��'f�o^fid�fih�jHf�j�lMnKo\w�rHskq��bqpz�fiw%q�dnKo���f.²kl}�pug� ¥b¦mURB�ØKHAD §®U<D §@hg�%nKz�fizklM|Ml�jO��ukogdgq���f\w%jm�%ugr�j�ug��q�dµhg�%lMnK��hg�%q�w%q�o�jmq�d¯lMoÅÄÆ�Ë�É®� · sgq�¼gÎ�cQ½w�rHskq��bq�l}wLzg��l}q�Þg�Wdkq�w�r���l}z6q�d�ogq ²¢j#��w�nbfiwLjmn{q�o�fizg|}q�dk�mf#�`lMog�{h�f��mfi|}|Mq�|}wJ�`l�jms¡�pug|}j�lMw%r#fi|}qe�bn�dgq�|Mw��

b

b b b b1 2 3 M

ττ τ1 3 M

á@l}�Kug��q R¸· · �%q�q âOw%j���ugr�jmug�%q�d�ΡcQ½��g�`l�jmsWjmskq�f�ogr�q�w%jmni��zglMfiwLz>q�lMok�{j�sgq�hg��l}nK��~3nK�`f�|M|�l�jmwLrHsgl}|Mdg�%q�o��

· sgq�w%h6q�fi iq��*âOdkq�h>q�ogdgq�o�j\zglCfiw%q�w1'�

fi��q�fiw%w�ug�bq�dÁj�nÖz>q{¶%nKl}o�jm|}�±ô�fiukw�w�lMfio±�`l}jmsÁfÖsgl}q��mf���rHsgl}r#fi|dgq�h6q�ogdgq�okr�qµw*jm��ukr�jmuk��qi�߬�okq���f#�­s���h>nij�sgq�w%lM��q�jmsgf�j\jmsgq�r�|Mfiw�w5âOzglMfiw

1ni~�j�sgq � dgq�ogw�l�jmlMq�w\lMw¡f

�mf�ogdgnK�Ôy�fi�%lCfizk|Mq��`l}j�s�f�hg�%lMnK�� Ð�Ë �g¹�º �� Ó �¢fiogd�j�s�f�jxq#f�rHs�lMokdgl}y¢lMdku�fi|kzklCfiw1��

sgfiwxf�r�nKogdgl�jmlMnio�fi|ghg�%lMnK�dgq�ogw�l�jO�§ Ð

1 �g¹�º ��¼»�½�Ó � Ü ~µ7 � Ð��%Ó �m�xÿ R � @�@�@ � ���dgq�ogn�jmq�w`jmskq�h>nKw%j�q��%lMnK�Lhg�%nKz�fizklM|Ml�jO�K�gr�nK�bhgukjmq�d�z��\jmskq

~3nK�*��fi�%d�âOzgfirH ���fi�%d¯hg��n¢r�q�dgug�%qi��j�s�f�j�jmsgq��-â-j�sµfir�nKugw%j�lMr{~3�mfi�bq�¾.û�ni~�j�sgq©fidgfihkjHf�jmlMnio�w%h6q�q�rHs¯r�ni��q�w~3��ni�´jmsgq���â®jms¡nKukj�hgukj«dgq�okw�l}jO�i� �1 dgq�ogn�jmq�w`jmskqpÎ�»µq�w%j�lM��f�jmq�ni~

1�6f�ogd �1�� jms�f�j�n�~

1����jmskq�o\jmsgq�Î�cQ½

Ç

Page 8: S

q�w*jml}��f�j�q�ni~1s�fiwLjmskq�~3ni���

O1 ÿ ¿¬À �1Á/ ¹ � À Ë¿ / ¹ � � �`sgq���q ¿ ÿ �R� R» ½� �û 7 � Ð��%Ó ��1 ÿ R¿ �R�àR» ½� �

û 7 � Ð��%Ó�Ð.¾.û�ÄÅ� ø.ù� Ó%Æ � Ð RKR Ó

fiogd\jmskq�r�nKogdgl�jml}nKo�fi|�Î�cQ½Áq�w%j�lM��f�jmq�wLni~�j�sgq�lMogdkl}y¢lMdgugfi|'zglMfiw�q�w«fi��q

O1�� ÿ ¿ � À �1���/ ¹ � À O1¿ �>/ ¹ � � �`l}j�s ¿ � ÿ �û 7 � Ð��%Ó ��1�� ÿ R¿ � � û 7 � Ð��%Ó�Ð�¾û�ÄÅ� ø�ù� Ó�@ Ð R ÆKÓ

· sgq{fiogfi|}�¢w�l}w�fiogd^j�sgqp~3nK����ug|Cfiq�q�²¢jmq�ogd�jmn\f�jm�%q�q(w*jm��ukr�jmuk��q�d�nK�%��fiogl}�#f�j�lMnKo�ni~ªjmsgq � zglMfiw�q�w1'�

f�ww�skn.�`o�lMo�ÄÊÆiË�É��

ced%c Ç|yÉÈ�´±p©uGlNn0y(¶Êy�Ë!°4h ²8w pq¶±³Ìh i#j�k�lKn>o&pqjKrÍh y�³#rzjKn· sgq{¼kÎ�cQ½���q�jmsgn¢dgnK|}nK�i��§�¦e¦mURBRH'B«f�dkq�h>q�ogdgq�ogr�q{w*jm��ukr�jmuk��qpz>q�jO�Jq�q�o�j�sgq

1�� ­Êwejmsk��nKug�is�jmsgqprHsknKlMr�qni~>jmsgq ¹ � ­Êw����`sglM|}q�jmsgq`�puk|}jml}w�r�fi|MqLf�hghg��nKfirHs�q�w%j�lM��f�jmq�wªj�sglMwZdkq�h>q�ogdgq�ogr�q�w%j���ugr�jmug�%q«y¢lCfQj��mfil}oglMog��dgf�jHfk�åZtvu�f�jml}nKo�Ð RKR Ó�~3nK�ZnKzkjmfilMogl}og� O1 l}o(jmsgq«¼gΡcQ½µw�rHskq��bq«l}wZlMdgq�o�jmlMr�fi|kj�n�j�sgq`ugh���f���d�w*��q�q�h�lMo(jmsgq`w*jHf�j�qq�w*jml}��f�j�lMnKo�~3nK���puk|Cfiq�~3nK�ejmskq(lMo�jmq���o�fi|@ogn�dkq�w�ni~Jf©�pug|�jml}w�r#f�|Mq�j���q�qp�`l}jmsÎ� � ÿÃÏ�� � � ÿ Ëk� � � ÿ Ëk�¬Qogr�q O1 s�f�w@z>q�q�o(q�w%j�lM��f�jmq�d���j�sgq��pug|�jml}w�r#f�|MqZjm�%q�q�ugw%q�w�j�sgq�H'B�Ø�§�¦b¥iØKH�¨�q����%nK�@r�n.y�fi�%lCfiokr�q�w@ni~�jmsgqJh�fi�%q�o�jfiogd^j�sgq`��â-j�s�rHsglM|}d�j�n\nKzkjHf�lMo�jmskq�Î�Î�¼kå°Ð�f�|Mw�n¡Î¡cQ½xÓQq�w%j�lM��f�jmq(n�~ O1�� � Ü o�jmskq�¼kÎ�cQ½ hk��n¢r�q�dkug��q��jmskq�rHsgnilMr�q�ni~�jmsgq�sv�¢h>q��%h�fi�mf���q�jmq�� ¹ � ��jmnK�iq�jmskq��`�`l}jms¡jmsgq�y�fi��lMfiogr�q

»$½�ni~�jmsgq���â®jms�dkq�ogw%l}jO�¡lM�bh6niw�q�w

fWr�ny�fi��lMfiogr�q ¹ º �� » ½�nKo^jmsgq{h�fi�%q�o�j�­Êw�¥{¦ÐD §®U<D�§�q�w*jmlM��f�j�qpni~

1��� · svugw��pug|�jml}w�r#f�|Mqp�bn�dkq�|Mweq�o�¶%n�^jmskq

fidky�fio�jmfi�Kq(jms�f�j�jmsgqbdgq�w%lM�Kokq���ogq�q�d�niog|}�^z>q{r�nKokr�q��%ogq�d��`l}j�s�r�nKogw*jm��ukr�jml}og��f¡�%q#fiw%nKo�fizg|}qpjmnKh>nK|}nK�i�Ð�f�ogdWh�fi��fi��q�jmq���jO�¢lMog�vÓJfiogd©jmskqQ��n¢dgq�|'h�fi��fi�bq�jmq���wLf���qQq�w%jml}��f�jmq�d©~3�%nK� jm��filMogl}og�pd�f�jHfk�ªÎ¡ug|}j�lMw�r�fi|Mqjm�%q�q�w�f���q{fi|}w�nW�bnK��q(�Kq�ogq���fi|�l}o�j�q��%��w�ni~xjmskq( ¢l}ogdgw�ni~xhg�%n�r�q�w�w%q�w�jmsgq���r#fio��bn�dkq�|LÐ�H�Ñ ÛVÑJÄ R ä�ÉEÓ ��f�ogd�`sgl}|MqZ��q�s�f#yKq�ogn�j�~3nK�%��f�|M|}��dgq���nKokw%jm��f�jmq�dpl}j�sgq���q��i��qJy�l}q��À¼kÎ�cQ½�fiw�f�w�h>q�r�lCfi|¢r#f�w�q�n�~�f��puk|}jml}w�r�fi|Mqjm�%q�q��bn�dgq�|®�

¬Qug�0lM�bhg|Mq���q�ovjmf�jml}nKogw>ni~¢jmsgqJ¼gÎ�ce½^fiogd��pug|�jml}w�r#f�|Mq�j���q�qx�bn¢dgq�|}wÈfi��qªogn�j0h6q��%~3q�r�jm|���r�nK�bh�fi��fizg|}q � �Ò +��~ÿZ�bý���ý��`ý���2 ý�4��®�~ÿZ�bþEÿ5ÿ%�����Eÿ%��4�ý�þµÓRÔ� �=W���������~ÿZ)J�.����!��,%� �`ÿZ)<ý�mÿ%�¢�UþbÿZ��ÖÕ�ÿ5þEÿ%�����.�~ÿZ�Eý ý��~þ0,5�WþEþbÿ*���È�)��.�`ÿ5A

¹

Page 9: S

��n�Jq�yiq�����jmsgq�lM��fid�fih�jHf�j�lMnKo�h>q��%~3ni����fiogr�qª��f#��w%j�lM|M|iz6qªr�ni��h�f���q�d'�ifiw0jmskqªjmfiw� �dkq���ogl�jml}nKo�Ð�ugo�f�d�fihkj�q�dw%�¢w*jmq��¡�>fid�fih�jHf�j�lMnKoWw%h6q�q�rHs���jmq�w%j�w�q�j#�µH�Ø�F�Ñ Ó(l}wLlMdgq�o�jmlMr�fi|'~3nK�Lz>nij�s�r�fiw�q�w��

ced.× Ø:Ù£´#jNlNo;l%kÚÇ�yÉumumrzjKpµkmlKyɶÛh y4³#rzj×­sgq�o�q�w%jml}��f�jmlMok��jmsgq�j��mfiogw*~3nK���bw�ugw%lMog�(j�sgq�Î�»0»0àÍq�tvu�f�j�lMnKo©j�sgq���q�q�w%j�lM��f�jml}nKo©ni~�q#firHs\jm��fiogw*~3nK���lMwJfiw%w�ug�bq�d�j�n�z>qel}ogdgq�h6q�ogdgq�o�jJ~3��nK� q�firHs©nij�sgq���� · sglMwJfiw�w%ug�bhkjml}nKo�skn.�Jq�yiq��Ll}wJogn�j�q�ovj�lM�%q�|}�pr�nK�%��q�r�jfiogd\ugokdgq��«w�h�f���r�l�jO�©ni~�d�f�jmf{f{w%rHsgq��bq�jms�f�j`ukw�q�w«dgq�h6q�ogdgq�okr�q�w�z6q�jO��q�q�o�j��mfiokw%~3nK�%��wLl}wLogq�q�dgq�d��ª×�qf�j%jmq��bhkj�q�dÖj�n���q�fiw�uk��q�j�sgq©dgq�h6q�ogdgq�okr�q�wbz>q�jO�Jq�q�o±zglMfiw�q�wpni~`dgl��'q���q�ovjpr�|Cf�w�w�q�wpugw%lMog��j�sgq�j��mfil}oglMog�d�f�jmfpni~Èjmskq�¼¢�`l}j�rHs¢z>n�fi�%dWw%�¢w%j�q��¡�xá�ni��q#firHsWj��mfil}oglMog��w�h>q#fi �q��Lni~0j�sgq�¼¢�`l�jmrHsvz6nKfi��d\d�f�jmfiz�fiw%q{Ð3j�sgq��%q�Jq���q¡f�jmn�jHfi|Jni~«äg��ËiËKË�w�h>q#fi �q��%wHÓp��q\�Kq�ogq���f�jmq�dÕÎ�»0»0àéj��mfiogw*~3nK���bw�~3nK��q#firHsÀw�h>q#fi �q��(~3nK�py�fi�%lMnKugwr�|Mfiw�w%q�w�� Ü ~Jj�sgq(ovug�pz>q���ni~xwmfi�bhg|}q�w�fiw%w�n¢r�lCf�jmq�d^�`l�jms�fWw�h>q�r�l���r(r�|Mfiw�wQ��fiw�z>q�|Mn�Ôf©jmsg�%q�w�sknK|Md^jmskq�oognWjm��fiogw*~3nK������fiw��Kq�ogq���f�jmq�d��p×Öq{�bq#fiw%ug��q�d�j�sgq{r�nK�%��q�|Cf�j�lMnKo�r�n�q�öbr�lMq�o�j�z>q�jO�Jq�q�oµzglMfiwQyKq�r�jmni��w�ni~dgl��'q���q�o�j�r�|Cf�w�w�q�wWugw�l}og�µf�|Mn��q���jmsk��q�w%sgnK|}dÁ~3nK��j�sgq�ovug��z6q��©ni~�w�h>q#f� iq��%w©jms�f�j©s�fidÕfÖzglCf�w�yKq�r�j�nK���q�q�w*jmlM��f�j�q�d{~3nK��jms�f�jJr�|Cfiw%w��@×�q«��q�fiw�ug�%q�d{jmsgq«r�ni����q�|Cf�j�lMnKokwZnKog|}��z6q�jO��q�q�o©hgfilM�%wxn�~�zglMfiw�yKq�r�jmni��w�f�ogdr#f�|Mr�uk|Cf�j�q�d(jmsgq«|Ml}ogq#f�����q��K��q�w�w�l}nKobr�n¢q�öbr�l}q�o�jmw(Ü ��Ý Þ f�ogdvß �AÝ Þ ~3nK�ªq#firHsbzglCf�wJf�|MnKog���`l�jms(jmsgq«r�ni����q�|Cf�j�lMnKor�n¢q�öbr�lMq�o�j4à ½��Ý Þ ��×Öq�ugw%q�d�q�tvu�f�jml}nKogw ·

Ü ��Ý Þ ÿ� � Ð

1�á �®â� Ä }1�� Ó�Ð 1 á �®âÞ Ä }1'Þ Ó� � Ð1 á ��âÞ Ä }1�Þ Ó ½ Ð R ã�Ó

fiogd ß ��Ý Þ ÿ }1�� Ä�Ü ��Ý Þ } 1�Þ Ð R ävÓ

�`sgq��%q1 á �®â� dgq�ognijmq�w�j�sgqpÎ�»Öq�w*jmlM��f�j�q�n�~@jmskq�{vâ®jms¡zglCf�w�yKq�r�jmnK��ni~@j�sgq�ý�jm��filMogl}og�(w�h>q#f� iq�����×­l}j�s} 1'� lMwLdgq�ognijmq�d¡j�sgq���q�fio�Î�»Öq�w%jml}��f�jmq�ni~�jmsgqS{vâ®jms\zglMfiwLnyKq���fi|}|'jm��filMogl}og�pw%h6q�fi iq���w��

 q�ogn�jmlMok�Àz��1'�

jmsgqÖÎ�» q�w*jml}��f�j�q^ni~�j�sgq�{vâ-j�s³zglMfiwW~3nK�Wjmsgq�ogq���w�h>q#fi �q���fiogd�zv� �1'��Ý Þ jmskqhg�%q�dgl}r�jml}nKo�n�~Zjmsgq�{vâ-j�s�zglCf�w�ugw%lMog��jmsgqSã.â®jms�zklCfiw«jmsgq�o^lMo�f�d�fihkjmf�jml}nKo�����q�hg��q�dglMr�jejmskq�r�ni��h>nKogq�ovj�w)\ÿ*���®� ���`ý��vPgG.�Wþ��®�~ÿRþ®)\ý�þbÿ�$�ÓRÔ� �=(�!����)����9ÿ%)<ÿ%���Eÿ%�L,Rý�)���ý��~ÿ%����AåäÈ�!�Eÿ'�������Wÿ&æ.������1�ÿ�,O�bý�þ�$�,lýBþEþbÿ%���?ý�������.�@�Eýª�Z��!� �Bý������,lýH1H��þ��!� ��,Rÿx���®���.)�����`ý��v$VäÈ����`ÿ����~ÿ�)x���Ê�®���®,*���9ÿJ�EþbÿRÿ�����þEÿ��)��.�`ÿ*)\ÿ%���bÿ%�SäÈ�Ê�®��4ó����êÿ5þEþbý�þ@,lýH1H�Uþ®������,lÿ-ç�� �èæ�ÿ*��Áæ����Eÿ%��ý��ÿ*)��.�`þ®��,%� ��1H�Uþ®������,lÿ(ý 4k���Wÿª,5�!���®�3ALæ.�!���Eÿ%�'��,lþbý��®�6���~ÿ��bþ®�������.�L���?ÿ�� "BÿRþ-�®é5P

¸

Page 10: S

ni~�jmsgqê{vâ-j�s�zglMfiwL~3��nK�éjmsgq�r�nK�bh6niogq�o�jmw«ni~�jmsgq�w�q�q�o^ãâ-j�s�zglMfiw«ugw�l}og� �1'��Ý Þ ÿ Ü ��Ý Þ-1�Þ?/ ß �AÝ Þ � · sgq�bq#fio\hg�%q�dgl}r�jml}nKo\ni~�jmsgqS{vâ®jms\zglCf�wLn.yiq���fi|M|6zglCf�w�q�w`l}w ·

�1'� ÿ � Þ �e��Ý Þ �1'��Ý Þ � �e��Ý Þqë R @Ë» ½�ì�íNî ï Ð R ÌKÓ

�`sgq���q » ½�ì�íKî ï ÿ» ì�í ½ Ð R ÄÅà ½�AÝ Þ Ó Ð R æ�Ó

 q�ogn�jmq�d\z��» ½�ì�íNî ï l}w�jmskqQyif���lCf�ogr�q�ni~0j�sgq�hg��q�dglMr�jml}nKoWni~µ{vâ-j�s\zglCfiw��Kl}yiq�oWjmsgq#ãâ-j�sWzglCf�wLfiogd

» ½ì�í l}wjmskqQyif���lCf�ogr�q�ni~0j�sgq�Î�»�q�w%j�lM��f�jmqQn�~©{vâ®jmsWzglMfiw���×�q�r#f�o¡w%q�q�~3��ni�´q�tvu�f�jmlMnio�Ð R æ�ÓJj�s�f�j�j�sgqQy�fi��lMfiogr�qni~0jmskq�Î�»�q�w%j�lM��f�jmq�lMw��%q�dgugr�q�dW�`l}j�s\f�y�fi|Mugq�ni~zà ½��Ý Þ f�z6nyKq���q��%ng�gw�n{�%nKzgugw*jmogq�w�w`ni~Èjmskq�zglCfiwxyKq�r�jmni��wr#f�obz>qL~3ug�%j�sgq��Zl}��hk��nyKq�d{jmfi vlMog��l}o�jmn�fir�r�nKugo�jZjmskq«r�nK���%q�|Mf�jml}nKogw�� Ü obhg�mfir�jml}r�q��Jq«ukw�qLjmsgqLhk��q�dklMr�j�lMnKokwnKog|��(fiz>nyKq�f�r�q��*jHfil}o{j�sg��q�w�sgni|Md{~3nK��jmsgq`r�nK���%q�|Cf�jmlMnio(r�n¢q�öbr�l}q�o�j#�  ug�%lMog��fidgfihkjHf�jmlMnio(l}~>jmsgq-{vâ®jms{zglCf�w��q�r�q�l}yKq�d^f�ovug��z6q��eni~@wmfi�bhg|Mq�w�|}n��q��«j�s�fio�fbhg��q�dgq�j�q��%��l}ogq�d¡jmsg�%q�w�sknK|Md¡jmsgq�o�jmsgq��bq#fio�hg��q�dglMr�jmlMnioni~Èj�sgqð{vâ®jms©zglMfiwJ�`l}|M|�z>qQw��bn�n�jmsgq�d��`l}j�s�jmsgq�Î�»�q�w%j�lM��f�jmq«ni~ÈjmskqQz�firH �ni�^r�|Mfiw�wJni~0zglMfiwe{©fir�r�nK�%dglMok�jmn · O1'� ÿ ñ �1'��/ Ð R Ä2ñ Ó

1 � Ð R ÇKÓ

�`sgq���q1 ��l}w`j�sgq�Î�»µq�w*jmlM��f�j�q�ni~@j�sgq�zklCfiwLyKq�r�j�nK�eni~�jmsgq�z�f�rH ini��r�|Mfiw�w`ni~©{6� Ü ~�j�sgqê{\r�|Cfiw%w��%q�r�q�l}yiq�d

�bnK��q`wmf���hg|}q�wZjmsgfio©f�hg��q�dgq�j�q����blMokq�d�j�sg��q�w�sgni|Md�j�sgq�objmsgq«�bq#fiobhg��q�dglMr�jml}nKo�n�~'jmskq#{vâ®jmsbzglCfiwZ�`l}|M|�z>qw��bn¢nijmsgq�dW�`l}jmsWj�sgq�Î�»Öq�w*jml}��f�j�q�ni~�jmsgqS{vâ®jms\zglCf�w`fir�r�nK��dgl}og�(jmn ·

O1�� ÿ ò �1'�ó/ Ð R Ä2òªÓ1'�

Ð R¹ Ó

fiogd\jmskq�r�nKogw*jHfio�jmw£ñ f�ogd¬òÁfi��q�dkq�jmq����blMogq�d�q���hklM��l}r#fi|}|}�i�

ced�ô h p©umõ�y÷öùøópq¶±³#y(È úJlKr÷jK³#nÎ�fi�% inyb�mfiokdgnK� ��q�|MdgwQÐOÒ¡£4ûÈwHÓ���q���q��g��w%j�ugw�q�d©lMob�bn�dgq�|Ml}og��dgq�h>q�ogdkq�ogr�lMq�w�ni~'j�sgqQô�fiugw%w�lMfio��bq#fiokwlMoõÄ R¸ É®�^×�q©ugw�q�Ò¡£�û0w�j�n^��n¢dgq�|xdgq�h6q�ogdgq�okr�lMq�w{z6q�jO��q�q�o±jmsgqWzglMfiw�q�wpni~Lj�sgq�F�¥<BRF�¥�¨�H�fiogd¯w%lM�bhg|MqzglMfiwxj��mfiokw%~3nK�%��f�j�lMnKokw��  q�w�hkl}jmq`jmskqeq�|}q���f�ovjxjmskq�nK�*�{z6q�sglMogd\Ò�£�û0w���j�sgq�l}�Jf�hghg|Ml}r#f�j�lMnKo(j�n�r�ni����q�|Cf�j�lMnKo�bn�dgq�|Ml}og��~3nK�xfid�fihkjmf�jml}nKob�Kl}yiq�w�f�o�lM�bhg|}q��bq�o�jHf�j�lMnKopj�s�f�jJlMwªyKq��%�bw�l}��l}|Cfi�@j�n�j�sgqeq ²khk|MlMr�l}jxr�ni����q�|Cf�j�lMnKo

R Ë

Page 11: S

jmq�rHsgogl}t¢ukqi� · sgq«��f�lMo{dgl}�6q��%q�ogr�q�l}w�jms�f�jJw%��n¢nij�sglMog��n�~�w�q�q�o�zglCfiw%q�wJfiogdbhg��q�dglMr�jml}nKo{ni~�ugokw�q�q�o©zglMfiw�q�wlMw�dgnKogq�¶%nilMo�jm|���lMo±fioµl�jmq��mf�j�l}yKq�~�fiw�sgl}nKo��@�`skq���q©j�sgq©r�ug���%q�o�jbq�w%j�lM��f�jmq�w�ni~`j�sgq©zglMfiw�q�w(fi��q�ugw�q�d±j�nnKzkjmfilMoWokq��Ïq�w%jml}��f�jmq�w�~3ni�Lz6nij�s¡j�sgq�w�q�q�o�fiogd¡ugogw�q�q�o�r�|Cf�w�w�q�w��

Ü o�niug�`lM�bhg|Mq���q�ovjmf�jml}nKo���jmskq�okq��Ïq�w%jml}��f�jmqe~3nK��j�sgq�zglCf�w«q�|Mq���q�ovj`n�~�f(r�|Mfiw�w`l}wL�Kl}yiq�o¡zv�

O1�ü�ý.þ� ÿ

�e�AÝ � O1'ÿ ¤��� / �Þ ��� í �e��Ý Þ Ð.Ü �AÝ Þ O1'ÿ ¤��Þ / ß ��Ý Þ Ó�e��Ý �©/ �Þ ��� í �e��Ý Þ Ð R¸ Ó

�`sgq���qWjmsgq�hg��q�dglMr�jmlMnio¯ogq�l}�Ksvz6nK�%w\Ð3j�sgq©w%q�j�� � Ó�~3nK�pf�h�fi�%j�lMr�ug|Cfi��h>nKlMo�jbý\fi��q�jmsgq�w�q\q�|}q��bq�o�jmw§ã¡ni~r�|Mfiw�w�zglCfiw%q�w�j�s�f�j�fi��qQ�bnKw*jm|}�br�nK���%q�|Cf�jmq�d�jmn(l}j�� Ü ~0lMo�q�tvu�f�j�lMnKo�Ð R æ�Óª�Jq�ugw%qQjmsgq�ΡcQ½±q�w%j�lM��f�jmq�ni~

1�ÞlMokw%jmq�fid¡ni~�j�sgq�Î�»�q�w%j�lM��f�jmqQj�s�f�j«lMw1'Þ� )� ÿ Þ ÞÁ/ ¹ 1�Þµ/ ¹ Þ÷/ ¹ }1�Þ Ð®ÆiË�Ó

�`sgq���q` Þ l}w�j�sgq(ovug�pz>q���ni~ªnKzkw�q��*y�f�jml}nKogw�z>q�|Mniog�KlMok��jmnWr�|Cfiw%w±ã©f�ogd ¹ lMw�f©hgfi�mfi�bq�j�q���r�nKo�jm�%nK|M|}lMog�jmskq��%q�|Cf�jml}yiqQ��q�lM�Ks�j�ni~�jmsgq�hg��l}nK�`fiogd\jmskq�fidgfihkjHf�jmlMnioWd�f�jHf�� Ü o¡jmsgl}w«r�fiw�q���q�tvu�f�j�lMnKoÖÐ R æKÓ�lMwL�`��l�j�jmq�ofiw » ½�ì�íNî ï ÿ

» ì�í ½ Ð R Ä|à ½��Ý Þ Ð R Ä � ÞÁ/ ¹ Ó%Ó Ð®Æ R Ó

�`sgq���q � lMwQf�w�w�uk��q�d�jmn©z>q(f�r�nKogw%jmfio�j#��¼�ukzgw�l�jmukj�lMog�©q�tvu�f�jml}nKo±Ð�Æ R Ó«l}o�q�tvu�f�jmlMnio±Ð R ÌiÓ`�Jq(s�f#yKqpjmskq~3nK|}|Mn�`lMog����q�|Mf�jml}nKogw�~3ni��jmsgq�r�ni�pzglMogf�jml}nKo©��q�lM�Ks�j�w

�e��Ý Þÿ

����� ����� ��/ ¹� � {�ÿPã

RR Ä|à ½�AÝ Þ Ð R Ä � Þ÷/ ¹ Ó � {��ÿPã ЮÆKÆKÓ

�`sgq���q¬ � lMwpj�sgq�ovug��z6q��bn�~enKzkw�q��*y�f�jml}nKogw(jms�f�jb�Jq��%q�ukw�q�dÀjmn�q�w*jmlM��f�j�q©jmsgq\zglMfiwv{Àfiokd ¹>� � fi�%qr�niogw%jmfio�jmw{dgq�j�q��%��l}ogq�d¯q���hgl}��l}r#fi|}|}�K�¡×ÖqWr�fio¯nKzgw%q��*yKq\jms�f�jpl}~LjmskqWo¢uk�pz6q��pni~«wmf���hg|}q�w(f�w�w�n¢r�lMf�jmq�d�`l}j�sÀj�sgq¡r�|Cf�w�wv{Àl}w(sglM�Ks±jmskq�o

�e�AÝ ��`lM|M|�fi|Mw%n�z>q¡sglM�KsÀfiokdÁdgnK�blMogf�jmqWq�t¢ugf�jml}nKoÍÐ R¸ Ó � · sgl}w{lMwbf

dgq�w�lM�%z�fi|}q�~3q#f�jmug�%q�w�lMokr�qQl�~�fpr�|Cf�w�w��%q�r�q�l}yiq�d\��f�ov��wmf���hg|}q�w�j�sgq�Î�»�q�w*jmlM��f�j�q��`lM|}|6z>qQ�%nKzgugw*j`q�ognKuk�Ksfiogd�w��bn�nij�sglMok��l}jx�`l}j�s©hg�%q�dgl}r�jml}nKo�j�q����bw���f#�bdgq�j�q���l}nK�mf�jmq�j�sgqQq�w%jml}��f�jmqi�Z¬�o�jmsgqQn�jmsgq���s�fiokdWl}~; ÞlMw`sgl}�Ks\jmsgq�o�jmskq��Jq�lM�isvj

�e��Ý Þ�`l}|M|�z>q�sklM�Ks\jmn¢ng� · sklMw«lMw«fi|Mw%n�dkq�w�l}�mfizk|Mq�w�l}ogr�q�l}~�jmsgq�ã(zglCf�w��%q�r�q�l}yiq�d

q�oknKug�Ks�wmfi�bhg|Mq�wxj�n�q�w%jml}��f�jmq«f��%nKzgugw*jLÎ�»^q�w%jml}��f�jmqLjmsgq�o�jmskq�hg�%q�dgl}r�j�lMnKobni~z{{�Kl}yiq�o6ã��`l}|M|gz>qe�bnK��q��q�|MlMfizg|Mq«jmn¢ng�

RKR

Page 12: S

� �ÃY��^]^ê�V�îÍê�V�a#ï ë�V�a�YbU Y`_��ÀXªë�U^êµ_KYbXªï [ ë�VZXªa#_`ì�ê

×-dgf ²8³#pq´-k>pµk�lNyɶ��Ún�lN¶����2p©n>lNn ��svumpq¶±n0ËAy�uGÈ n· sgq�ovug�pz>q��\ni~�jm��fiogw%~3ni��� h�f��mfi�bq�j�q���w©j�n±z6q�q�w*jml}��f�j�q�d­lMoÕj�sgq�Î�»0»0à�fid�fihkjmf�jml}nKoõ�bq�jmskn�dõl}w¸"! ½ / ã ! ��`sgq���q ! l}w�jmsgqªdgl}��q�ogw�l}nKo�fi|}l}jO�«ni~¢jmsgqªr�q�hgw*jm��uk�Í~3q#f�j�ug��qZyKq�r�j�nK��� · n«fidgdk��q�w%w�j�sgqªdgl}öbr�ug|}jO�ni~�q�w%jml}��f�jmlMok��w%n���fio���h�fi��fi��q�jmq���w�����qLf���q�w*jmugdk�¢l}og��fQ�bq�jmskn�dpzgfiw�q�d(nKo$#%z�f�w�lMw�jm�mf�ogw%~3nK�%��w&%g����q��%q�Jq`fiw�w%ug��q�fQw�q�j�ni~Ð ¤z�fiw%lMw�j��mfiokw%~3nK�%��w@j�s�f�j@s�f#yKqLz>q�q�o{q�w%jml}��f�jmq�d�~3��nK� fQ|Cf����Kq�fi��niugo�j�ni~�j��mfil}oglMog�d�f�jmfk�påªfirHs�w%h6q�fi iq��êò­lMwQ�%q�hg�%q�w%q�o�jmq�dÖz���f©w�q�j�ni~É ��q�lM�Ks�jmw(' ø� � �Lÿ R � @�@�@ � ���j�s�f�j�fi�%qpugw�q�d�j�nfihghk��nKhg�%lCf�j�q�|���r�nK�pzgl}ogq�j�sgq�w%q�z�fiw%lMw�j��mfiogw*~3nK���bwJj�n(r��%q#f�j�q�fpw�h>q#fi �q��5âOw�h>q�r�l}��r��bn�dkq�|®� · svugwL��qQniog|}�ogq�q�d�j�n{q�w%j�lM��f�jmq�nio\j�sgq�nK��dkq��`ni~ R Ëpjmn�ÌiËp��q�lM�Ks�j�w«~3nK�Lq�firHs\jmq�w*j«w�h>q#fi �q����

· sgqÖzgfiw�l}w\j��mfiokw%~3nK�%��w\r#f�o z>q�r�nK�pzgl}ogq�d�lMo­jO��nÀ��f#�¢w�� )>D%¥iÚ>B+*�U<DA¦ F'U<¦�I�§EÚ>¥iØ�§®U�Ú s�fiw¡z6q�q�odgq�w�r��%lMz>q�d{lMo¡Ä R Ë�É�� Ü o{fioknijmsgq��ªfihghg�%n�firHs����`sgl}rHs(��qLr�fi|M|�¨�H�Ú>B�§EØ�Ù§F'U<¦�I�§EÚ>¥iØ�§®U�Ú���j�sgqLw%jmf�jmq`r�nKogdgl�jmlMnio�fi|dgq�ogw�l�jmlMq�w�l}ogdgugr�q�d¯z��Öq�firHs¯z�fiw%lMw�jm�mf�ogw%~3nK�%�ñfi��q�|MlMokq#fi�%|}�^r�nK�pzgl}ogq�dÖj�n�hg�%n�dgukr�q�j�sgq�dgq�ogw�l�jml}q�w�~3ni�jmskqpjmq�w*j�w�h>q#fi �q���� · sgl}w�lMwQw%lM�blM|Cf��«l}o^w�hgl}��l�jejmn¡Î�»Á¼¢j�n�rHsgfiw%j�lMr · �mfiogw*~3nK���bw{Ä ¹ É���å�y�fi|Mugf�jml}nKo�ni~ªjmskqdgq�ogw�l�jO�vâ-r�nK��zglMo�f�jmlMnio\fihghg�%n�firHs¡nKo¡j�sgq���ni�� vw�sgnih�jHf�w� ©l}wLlMo\hg��ni�K��q�w�w��

×-d�¯ , lKn>o&yÉi#¶(k�r;³-�/.�lNõ�rzjgl10±y�y�³ جn�k�lgÈ pµkmlKyɶ y�ˬsvumpq¶±n>Ë�y�uGÈ�n· sgq¡jmq�rHskoglMtvugq�wWdglMw%r�ugw%w�q�dÕj�svugw�~�fi�bq��bhg|}n.�±r�nKogw*jm�mf�lMogq�dÁjm��fiogw%~3ni����f�jml}nKogw{z6q�r#fiukw�q�j�sgq��Å��q�tvuglM�%q��q�|Cf�j�l}yiq�|}��|}l}j%jm|Mq{f�d�fihkjmf�jml}nKo�dgf�jHfk� Ü ~`�bnK��qbh6n�Jq��*~3ug|Jj��mfiogw*~3nK���bw�r�nKug|}dÖz>q�~3nKukogdÖ~3��ni� j�sgq�w�fi�bqfi�bnKugo�j�ni~Ld�f�jHfk�0jmsgq�����l}�Ks�j�h>q��*~3nK����z>q�j%jmq���jmsgfio�j�sgq�w%q�w�l}��hk|Mqpjm��fiogw*~3nK����f�jml}nKogw��©cé�bq�j�sgn¢d�l}whg�%nKh6niw�q�d^j�nWh6q��%~3nK�%��l}j�q���f�jml�yKq(Î�»�»0àÔ�%nKzgugw*jm|��K� Ü jmq���f�jml�yKq{Î�»�»0à �¢l}q�|MdkwQ�pug|�jmlMhk|Mq�jm�mf�ogw%~3nK�%��wezv�l}j�q���f�jml�yKq�|���q�w%j�lM��f�jml}og��j��mfiogw*~3nK���bw`fiogdW�%q���oklMog�(jmskq���q��i��q�w%w�l}nKo\r�|Cf�w�w�q�w��gj�sglMwLl}w���ni��qQq��'q�r�jml�yKq�jmsgfiojm��filMoklMog��fp|Cfi�%�Kqeovug�pz>q��%w`ni~Èjm��fiogw%~3ni���bw�~3��nK� w�r��mf�j�rHs�� · sgq�lMo�jmq�o�jLlMw�j�n(��n¢dgl�~E�bj�sglMw�hg��n¢r�q�dgug��q�w%njmsgf�j�j�sgqe�%q��K�%q�w�w%lMnKo�r�|Cf�w�w�w*jHf�j�lMw*jmlMr�wJr�fio©z>q�~3nKukogd©��nizgugw%j�|}�i�Zá�nK�xj�sglMwxjmn�z6q�q��6q�r�j�l}yiqi��j�sgqej�q�rHsgogl}tvugq�pugw*j���ogd(w*jHf�j�lMw*jmlMr�w�w�nQj�s�f�j�jmsgq��p��q���f�lMo�r�nKogw%lMw%j�q�o�jZ�`l}j�spjmsgqJjm�mf�ogw%~3nK�%��w�~3nKugogd{f�jZhg��q�y¢lMnKugwZÎ�»0»�àl}j�q���f�jmq�w��gnij�sgq��*�`lMw%q�j�sgq�l}jmq��mf�j�l}yiqejm��filMogl}og�(hg�%n�r�q�dgug�%q��`lM|M|'z6q�dgl}w��%ughkjmq�d��

cÕy�fi��lMfio�jZni~�jmsgq`åxÎßfi|}�KnK��l�jmsg�Ïj�s�f�jZ��f�²�lM�blM��q�w�f{¨i§åBRF'U<E¢Ú�Ø�H�¨(2 §åTVH32 §54mURU�¨§FAD §EØ�HAD�§®U�Ú�Ä ã�É�l}wZfihghg|}lMq�d

R Æ

Page 13: S

jmnµj�sglMw�hg��nizg|Mq���� · sgq^�bn¢dgl}��r�f�jml}nKoÀdgq��%l}yKq�w©~3��nK� f F'U�Ú�6J¨�H�Ú$F'H{w%r#fi|}q�~�fir�j�nK�87�ª Ä Ë � R Éejmsgf�j©l}wlMokr�nK�%h6nK��f�jmq�dplMo�j�nQjmsgqL|}lM iq�|Ml}sgn�n¢d�r���l�jmq���lMnio�� · skq«Î\â*¼¢j�q�h{lMw@ugogrHs�fiok�Kq�d��vzgu�j�jmsgqLw*jHf�j�lMw*jmlMr�w@~3nKugokd(zv�jmskqeå@â*¼vjmq�h�fi��q`l}ovj�q��%h6nK|Mf�jmq�d(�`l}jms{jmsknKw�q«ugw�q�d�z��{jmsgq�Î\â5¼¢jmq�h©f�jªj�sgq�hk��q�y¢l}nKugwxl}jmq��mf�j�lMnKo'� · sgq«q��6q�r�jlMw�j�n{w�|Mn�³jmsgq�r�niovyiq��%�Kq�ogr�q�ni~�jmskq�j��mfil}oglMok�phg��n¢r�q�dgug�%q�l�~�j�sgq��%q�lMwLlMokw�uköbr�l}q�o�j«d�f�jmf>�gr�niovyiq��%�Kq�ogr�q�l}wdgl}w�r�ukw�w�q�d�l}oÖÄþäiÉ��

á�nK����nizgugw%j`l�jmq��mf�j�l}yKqQÎ�»0»0à��kfp��q��gogq��bq�o�j«ni~0jmsgqe��q��i��q�w%w�l}nKo\r�|Cf�w�w�q�wLr#fio\z>qQh>q��%~3ni���bq�d\f�jLq�firHsl}j�q���f�jml}nKo�w�n¡w%jHf�jmlMw*jml}r�w�~3nKugogd�~3nK��q#firHs�r�|Mfiw�w�fi��qblMo�j�q���h>nK|Mf�jmq�d��`l�jms�jmsgniw�qbni~�l�jmw�hg��q�y¢lMnKugw%|}�^~3nKukogdh�fi�%q�o�j�r�|Cfiw%w

½ ��l�~'jmskq«�Jq�l}�Ks�j97;: R �vjmskq�rHsgl}|Mdg�%q�o{�`lM|}|�s�f#yKq�j��mfiokw%~3nK�%��wxlMdgq�o�jmlMr�fi|gjmn�jmsknKw�q�ni~'j�sgq�l}�h�fi�%q�o�jmw�� · sgq���qbfi��q(��fio�����f#�¢w�l}o��`sglMrHs�sgl}q��mf���rHsgl}r#fi|�Î�»0»�à jm�mf�ogw%~3nK�%��wer�nKug|}d^z6qp~3niugogd�ugogdgq��jmsklMw(fi|}�KnK�%l}jmsk��� · ��n�q ²gf���hg|}q�w(f���q©�Kl�yKq�oµ�`sglMrHs¯dgn^oknij(q��bhg|}n.���%q�q�w*jml}��f�j�lMnKo�ni~`jmsgq�w%jHf�jmlMw*jml}r�w��q�²kfir�jZlM�bhg|}q��bq�o�jHf�j�lMnKokw0fi��qJz6q�lMog�Qw*jmugdklMq�d'� · sgq�w�qLogq��Àj�q�rHsgoklMtvugq�wªf���q�ogfi��q�d\¨i§åBRF'U<E¢Ú�ØKH�¨<2 §åTVH32 §54mURU�¨2 §EÚ$H�¥�D#D�H®Û�D�H'B'B�§®U�Ú¡Ð Â »0»0àeÓxj�n{q��bhgs�fiw%lM��qQj�s�f�jLj�sgq�|Ml}ogq#fi����q��i��q�w%w�l}nKoWjm�mf�ogw%~3nK�%��f�jmlMnio©ugw�ugfi|M|���~3nKukogdz���Î�»0»�à­ugogdkq���f���f.²kl}�pug� |}lM �q�|Ml}sgn¢n�d(r���l}j�q��%lMnKoblMwxlMogw*jmq�fid�~3nKukogd©ugogdkq���f�dglMw%r�nKukovj�q�d©|}lM �q�|Ml}sgn¢n�dr��%l}j�q���l}nKo��

¼�ughgh>nKw%q�f(�K|}nKz�fi|'Î�»0»0à³jm��fiogw*~3nK��� ñ á � â Ð3lMogr�nK��h>nK��f�jml}og�p��n�jHf�j�lMnKoWf�ogd\w�sgl�~Ej ÓJs�f�wLz6q�q�o\~3nKugogd��¿�w%lMog�Wj�sglMw��K|}nKz�fi|�jm�mf�ogw%~3nK�%���0f�d�fihkj�q�d���q�fiogwð�Àfiogd�ogq�� w*jHf�j�lMw*jmlMr�w±7¯r#f�o�z>qp~3nKugogd'��¼¢ughgh>nKw�q�fjm��fiogw*~3nK���ùñ á ½ â lMw`jmn©z>q�~3nKukogd�~3nK�ef�r�|Mfiw�w�ni~ªw%jmf�jmq�w#�b��¬�okqph6niw�w�l}zglM|}l}jO�Wl}w�j�n©��n¢dgl�~E�©jmsgq(Î�»0»�à��q�q�w*jmlM��f�j�lMnKoWr���l}j�q��%lMnKo�Ä R ã�É ·

= �?> � Юý.Ó � º �� 70� �����O�A@ � ÿ = �B> � Ð�ý.Ó�7>� � º �� ñ á ½ â O�&��O�C@ �> � Юý.ÓªÿD7 � R�E Юý.Ó

/R ÄF7 � ЮÆiã�Ó

�`sgq���q ��µl}w�j�sgqpugw%u�fi|�åJÎ �bq#f�o���q�q�w%j�lM��f�jmq�fiogd O��ÿéÄ R �'ÉG@C�Qá�nK�-7 � ÿ Ëk��fi|}|0w%jHf�jmq�wer�nKo�jm�%lMzgu�jmq�j�njmskq�ugh>d�f�j�q�w%n�jms�f�j§ñ á ½ â l}w�f\jO��n�âOl}j�q���f�jml}nKo�q�w%j�lM��f�jmqbni~�j�sgq��i|MnKz�f�|�jm�mf�ogw%~3nK�%��� Ü ~H7 � ÿ R �©ñ á ½ âlMw�f�r�|Cfiw%w*â-w�h>q�r�l���r�jm�mf�ogw%~3nK�%�ÝlMogl�jmlCf�|MlM��q�d©z��\jmskq��K|}nKz�fi|�j��mfiogw*~3nK���¡�Lá�nK�«nijmskq��`yif�|Mugq�w�ni~I7 � ��ñ á ½ â l}ww�ni��q�jmsgl}og��z6q�jO��q�q�o�j�sgqLjO��nk� Ü o�q��'q�r�j#�J7 � w%h6q�r�l���q�wªjmsgq`r�nKok��dgq�ogr�q`�`l}j�s(�`sglMrHs�f�ukoglMtvugqLjm��fiogw*~3nK���w�sknKug|Md\z>q�q�w%j�lM��f�jmq�dW~3nK�Lr�|Mfiw�w4�{�

K Ô(P ; ���9ÿ��pþEÿ%�?ýBþ��-�'����� ������)���!�UþML��m2�ÿ����!� �`4�ý�þ®)x�.�!�H�®�9ý����pÿON�!�3��PR ã

Page 14: S

º�nKogw%lMdgq���ogq ²�jpf�w%q�jpn�~Lw%jmf�jmq�w�� @QP �¤~3nK���`sglMrHs¯f\jm��fiogw%~3ni���Ûñ áSR â l}w�j�n�z>q�q�w%jml}��f�jmq�d�lMo�f­Êw��bn�nij�s���fiogokq���­g~3�%nK��ñ á ½ â �J»Èq�j-��z>q�jmsgq���q�fiogwLjm��fiogw*~3nK���bq�d¡z��¬ñ á ½ â �eñ áSR â ��f#�Wz>q�~3nKukogd¡j�nwmf�jmlMw*~E�ÅЮÆiãKÓ��0�`sgq��%q > � Юý.Ó�l}w���q�hk|Cfir�q�dÖz�� > ½ Юý.Ó�ÿT7 ½ R�E M®Ð®ý.Ó / Ð R ÄU7 ½ Ó > � Юý.Ó �Wá�nK�V7 ½ ÿ´Ëk�0jmsgl}wr��%l}j�q���l}nKo\z6q�r�nK�bq�w�ЪÆiã�Ó�w%nbj�s�f�j£ñ áSR â lMw�Ð�ogq�fi��|��kÓ�fio�l}dgq�o�j�l}jO�©j��mfiogw*~3nK���¡� · sgq���q�q�w%j�lM��f�jmq�ni~Áñ áSR âr#f�o¡j�sgq��%q�~3nK�%q�zgfirH KâOni���K��fidgu�f�|M|}�bjmn(j�sgq���nKzgukw%jm|��Wq�w*jml}��f�j�q�dWh�f���q�o�j«jm��fiogw%~3ni����ñ á ½ â �W îYX�ëê\#]�ë�V�a�YbU Y�U VIZ�ì []\ T^�¤è`_ abaéðc�ÊY è YbXxò^]^ê

ô«dgf svp©n0õd, rfe�¶#l�k�lNyɶÊpq¶±³g��p©n>rzjNlg¶±r¼øór;n�i#j%k�n×�q�ugw%q�dbjmsgqe¼¢�`l}j�rHsvz6n�f���dbd�f�jHf�z�fiw�q`jmn�q�y�fi|}u�f�j�q`j�sgqLy�fi��l}nKugwxfid�fih�jHf�j�lMnKo{�bq�jmskn�dgw��h)�D%¥iÚ>BRFAD §�¦>Ø�§®U�Úji¦6U�¨�H�f�d�fihkjmf�jml}nKo�sgfiw�z>q�q�oµhg�%q�y¢lMnKukw�|}��f�hghg|Ml}q�d�jmn\jmsgl}w�jmfiw� ���zv��fidgfihkjml}og�\jmsgq���q�r�nK�Kogl}��q���j�n�jmskqwmf���q�d�f�jmf�jms�f�jel�j�l}w�z>q�l}og��j�q�w*jmq�d'� · sgl}w��>ni~Zr�niug��w%qi��l}w�dgniogq�l}o�ugokw�ugh>q��*y�l}w�q�d��bn¢dgq©Ð3l®�Êqi���`l�jmsgnKu�jugw%lMog�¡ vogn�`|Mq�dk�Kq�f�z6nKu�j��`sgf�j�s�fiw�z6q�q�o�wmfil}d�Ó�� Ü o�niug����nK�% ��@sgn�Jq�yKq����@�Jq{��fio�j�q�dÖj�n¡z>q�fizg|Mqpj�nq�y�fi|}u�f�j�q�l}o�z>nijms�ugogw%ugh6q��%y¢lMw%q�d�fiokd�w�ugh>q��*y¢lMw�q�d��bn�dgq�w��>w�l}ogr�q�jmsgq�q��%��nK�«�mf�j�q�w�lMo�¼¢�`l}j�rHs¢z>n�fi�%d^fi�%qsgl}�Ks��J×­skq�o�j�sgq�w%q�jO�Jn�z>q�ogrHsg��fi�% ¢wefi��q�dgl��'q���q�o�j��>w%ugh>q��%y¢l}w�q�d���n¢dgq�fi|M|}n�`w«ukw«j�n�z>q�j%jmq��«q�y�fi|}u�f�j�qjmskqpfid�f�hkjHf�j�lMnKo¢âO�mf�jmq�rHs�fi��fir�j�q���l}w%j�lMr�w�ni~ªfio�fi|M�inK��l�jmsg�¡�`¼�ugh>q��*y¢lMw�q�d�h>q��%~3ni����fiogr�q�r#fio�z6q�q�y�fi|}u�f�jmq�dlMoxIH¥iØ�F4Ji�¦6U�¨�H�fid�fihkjmf�jml}nKo��¢�`sgq��%q��Jq�f�d�fihkj`ugw%lMog�{w%h6q�q�rHs�dgl��'q���q�ovj`~3�%nK�éj�sgq�jmq�w*j«d�f�jHf��

· sgq(w�h>q#f� iq��5âOl}ogdgq�h>q�okdgq�o�j�»���ºL¼kàÔw*��w*jmq�� lMwe� ·lk âOz�f�w�q�dÅÄÊÆKÆ.É��'�`l�jms�w*jHf�j�q(r�|Mukw%jmq���q�d�jm��l}hgsgnKokqfir�nKugw%j�lMrQ�bn¢dgq�|}w�jm��filMogq�dWnKo\fiz>nKukj`æiËpsgnKug�%w«n�~�w%h6q�q�rHs R � · sgq�j�q�w%j`w%q�j`r�nK��hk��lMw%q�w R¸ r�nKo�yKq���wmf�jmlMniogwÐnm ÆbsknKug��wmÓ`�`l�jms�nyiq���Æ�äKËKËbu�j�jmq��mfiokr�q�wer�nKo�jHf�lMogl}og��fbjmnijmfi|0ni~ªfiz>nKukj R¹ ËKËiË{�JnK��dkw�� · sgqpw�h>q#f� iq��5âlMokdgq�h>q�ogdkq�o�jbw%�¢w%j�q�� s�fiw{f��JnK��dÀq��%��nK�(��f�jmq�Ð3×�åªà�Ó�ni~-oCprqtsAu nKo¯jmsgl}wpjmq�w*jbw�q�j��Fv�lM�i�mfi� ��ni��d|Cf�j�jml}r�q�w��Kq�ogq���f�jmq�d^ugw�l}og��j�sgq�w%h6q�fi iq��*âOl}ogdgq�h6q�ogdgq�o�j�w%�¢w*jmq���fi��q���q�w�r�ni��q�d^z��¡jmsgqpfid�fihkj�q�d^f�r�nKugw*jml}r

w +��~ÿe4�þEý�����Aíÿ*���b�?ÿ5þ�4�ýBþ�)L�L��=yx¢=Ö� ��� ��2#���!�J� �L��9%:�)L�x4�þ-� )\ÿ$þ®� �Eÿ�$6� ���b���æ�Eþ-��,5�®�J���Wÿ�,lÿ*���3�bþ®���')\ÿ�� �áý�4Àÿ���,-��������1��!������v����EÿRþ-� ��,lÿ@4�þEý�)Å����K�®�~ÿª����)��.�9ÿ��pý 4k����� �0����bÿRþ-� ��,Rÿ�P�+��~ÿª��2�3�bÿ*)À,Rý�)��~þ®���Eÿ%�È�Aæ?ý���@7H:�:�:ª���`ÿ%�����®�H�bÿ%�pÿ���,-�äÈ����p� ��ý�����.�.��)\ý�mÿ%�9ÿ��ðæ#2��«)��zN#���~þbÿ�ý�4>�.���EýQF ; ���������!� ���mÿ%�����Ê�®�9ÿ��*Px+��WÿJ1Bý#,%��æ.������þ�2Q,lý����-� ������D�D|{|ä/ý�þ-�.�%PZ ���®� ���.�Uþ-��æ���,-"�A8ýAÕ£æ.����þ-� )¯�!� ����������ÿ�)\ý�mÿ%�K�Eþ-� ���~ÿ%�,ý��e��æ�ý����DP�9@)�������`ý��£ä£ýBþ®����ý�4¢�Eþ-� ����,Rþ��èæ?ÿ��L�bÿON#�È�������Eÿ%�e��~þ®���.��mÿ�,lý����.��P~}ïýe����ÿ%��"�ÿRþ��~ý�þ®)L� ���z���H�®�9ý��`ç����������êý,%� �g+Nþ-��,5��x2ÿ%�.� �®�V}ïýBþ�)L������%� ���`ý���é��!�@�?ÿ5þ�4�ýBþ�)\ÿ�����~þ®��.�«�Eþ-� ���.���.��ýBþ�Eÿ��3�®�����P

R ä

Page 15: S

�bn�dgq�|Mw�dkq�w�r���l}z6q�d�lMoWj�sgq�~3nK|M|}n.�`l}og�g�Ü o�jmsgl}weh�f�h6q����'q�firHs�fid�f�hkjHf�j�lMnKo�w�rHsgq���q�lMw�j�q�w*jmq�d^ukogdgq���~3nKug�er�nKogdgl�jml}nKogw ·�� ãiË�w�q�r�nKokdgw�ni~ªw�u¢â

h>q��%y¢l}w�q�dµfid�fihkjmf�jml}nKo�� � ãKË\w�q�r�nKogdkwpni~Lugokw�ugh>q��*y�l}w�q�d±fid�fihkjmf�jml}nKo�nKo�j��mfiogw%r��%lMhkj�lMnKogw�hg�%n�dgukr�q�dÖzv�jmskqWw�h>q#fi �q��*â-lMogdkq�h>q�ogdgq�o�j�w*�¢w%jmq���� � æKË�w�q�r�nKokdgw{ni~«w�ugh>q��*y�l}w�q�dÁfidgfihkjHf�jmlMnio¯fiogd � æKË�w%q�r�niogdgw{ni~ugogw%ugh>q��%y¢l}w�q�d�fid�fihkjmf�jml}nKo�� · sgq�w%q�r�nKogdgl�jmlMniogw���q���q�dgq���okq�d�nio�jmskq R#¸K¸ Ç(w�ug�b��q��*â®��nK�% vw�sgnKh�dgq�yiq�|óânKhg�bq�o�jxw�q�jxzv�{q�tvu�fi|M|��pw%hg|Ml�j�jml}og�ej�sgq`w�h>q�q�rHs�ni~'q�firHs�r�nKo�yKq���wmf�jmlMnio�w%lMdgq`lMo�j�n�jO�Jn�h�fi�%j�w��¢fid�f�hkjml}og��nKojmskq����%w%j�ãiË�nK��æKË�w%q�r�nKogdgwQn�~Zq#firHs^hgfi�%j��'fiokd�jmq�w%j�lMog�©nio�jmskq�nij�sgq���s�fi|}~5� · skq�r�ni��hg|}q�j�q�dgq���ogl�jmlMnioni~�jmsgq�jmfiw� ©r�fio¡z6q�~3nKugokd�nKoWj�sgq R¸K¸K¹ ×�nK�� vw�sknKh¡�Jq�z�w�l�jmqbÄ R æ�É��

ô«d�¯ ��p©n>rzjglN¶±rt² ¶±³ Ç�p©n>o&p©³#r¼h .�.`ø· sgqªz�fiw%q�|}lMogqJÒ:9;90£�fid�f�hkjHf�j�lMnKobÐ�ã�Ó>��fiwÈjmq�w%jmq�d��`l�jmsQy�fi�%lMnKugwÈovug��z6q���wÈni~¢jm��fiogw%~3ni���bwÈfiogd�jm��fiogw*~3nK���w%j���ugr�jmug�%q�w�� · sgq�jm��fiogw%~3ni���ßr�|Mfiw�w%q�we�Jq��%q�rHsgniw�q�o�f�r�r�ni��dgl}og��j�n�fir�nKugw*jmlMr�hgsgniogq�j�lMr� vogn�`|}q�dg�Kq�� · sgqw%�¢w*jmq�� �`l}j�s�~3nKug��zg|Mn¢rH WdglCf��KnKo�fi|Èj��mfiogw*~3nK���bwe�Kfyiq�jmskq�z>q�w%jQ��q�w%ug|}j�w{Ð · fizg|}q R Ó��'z>nij�s��`l}j�s�ãKË©f�ogdæKË(w�q�r�nKokdgw�n�~Zfid�f�hkjHf�j�lMnKoWdgf�jHfk�

×ÖqenKhkjml}��l}��q�d�jmskqer#f�w�r#f�dgq�fid�fih�jHf�j�lMnKo�ЮÌKÓªzv��q�²�h>q��%lM�bq�o�jmw��`l�jms©dkl}�6q���q�o�j�ovug�pz>q���n�~0��f�j���l}r�q�w+-,�f�ogd�zglMfiw�q�w1 ,KM®� · sgq�z>q�w*j���q�w�ug|�jmw«��q���qpnKz�jHfil}ogq�d¡�`l}jms�nKogq���f�j���ló²¡fiogd�q�l}j�sgq�� RKR nK�eÆ R zklCfiw%q�w��

dgq�h6q�ogdglMok��nKo\jmskq�fi�bnKugo�j«ni~@fid�fih�jHf�j�lMnKo\d�f�jmfk� · fizk|Mq�Æbf�|Mw�n{w%sgn�`w�jmskq��%q�w%ug|}j�w«�`l�jms R ÌiË F�¥<BRF�¥�¨�HzglMfiw�q�w(Ð�niogq�~3ni��q�yKq��*���bnKognihgsgnKogq�w%jmf�jmq#Ó��'fiogd��`l�jms¡jmsgq�z6q�w%jQzgfiw�q�|MlMokq�zg|}n�rH ¡Î�»�»0àÏw%�¢w*jmq��¡� · sgqr#f�w�r#f�dgq�â®jm�mf�ogw%~3nK�%��f�jmlMnioWnKukjmh>q��*~3nK���bq�d\w%|MlM�isvj�|}�bjmsgq�w*jHfiogdgfi��d¡zg|Mn¢rH KâOdglMfi�KnKogfi|ÈÎ�»0»0à��

cew{w�skn.�`oÅlMo · fizg|}q¡Æ��xj�sgq�F�¥<BRF�¥�¨�H�w%�¢w%j�q��bwb�`l�jms RKR fiogdÅÆ R zglMfiw�q�wbfi��q©j�sgq\��nKw*j{fir�r�ug��f�jmq����n�Jq�yiq�����j�sgq���jO�¢hglMr�fi|M|��\�Kl}yiq�w���fi|}|�r�nK���%q�|Mf�jml}nKo�q�w%jml}��f�jmq�w�z6q�jO��q�q�o�r�ni��h>nKogq�ovj�wQni~ªdgl��'q���q�ovjezglCf�wyKq�r�j�nK��w���z>q�r�fiugw�q{jmskq(zglCfiw%q�w�fi�%q(w��bn�nij�sgq�d�q ²kr�q�w%w�l}yiq�|���zv��jO��l}og�\lMo�jmn¡fWw���fi|}|@ovug�pz>q���ni~Jr�|Mfiw�w%q�w��· sgq�r�nK�%��q�|Cf�j�lMnKogw�fi��q��pugrHs¡w%j���nKok�Kq��`~3nK��jmskq F�¥<BRF�¥�¨�H�w%�¢w*jmq��ß�`l�jms R ÌiË(zglMfiw�q�w�� · sgq��%q�~3nK�%q��Jq�sgfyiqfihghk|MlMq�d¡j�sgq�r�nK�%��q�|Mf�jml}nKo\��n¢dgq�|Mw`ni~ª¼¢q�r�j�lMnKo�ãbj�nbj�sgq R Ì�ËbzglMfiw`w%�¢w%j�q��¡�'q�yKq�o�l}~@j�sglMw«lMw`ogn�j�j�sgq�z>q�w*jni~ · f�zg|Mq�Æ���f�ogdWjmsgq���q�w�ug|�jmw«fi�%q�hk��q�w%q�o�jmq�d�lMoWj�sgq�~3nK|M|}n.�`l}og��w%ugzgw%q�r�j�lMnKokw��

R Ì

Page 16: S

c�d�fihkjmf�jml}nKo · ��fiogw*~3nK����f�jml}nKo ced�fih�jHf�j�lMnKo �«ug�pz>q��`ni~ ×ÖnK�%dÎ�n¢dgq · ��h>q  f�jmf · ��fiogw%~3ni���bw åZ���%nK�

¼ Ü â â â ävÌ��ã �á�ug|}| R ä�ãk� R �á�ug|}| ãKË�% ä äKäg��Ì"�v�|}n�rH  R ävÆ�� ¸ �v�|}n�rH  ä ävÆ��æ �

¿«ogw�ugh>q��*y¢lMw�q�d v�|}n�rH  RKR ävÆ�� ¹ �á�ug|}| R ävÆ���Ç"�á�ug|}| æKË�% ä ävÆ�� R �v�|}n�rH  R ävÆ�� ¹ �v�|}n�rH  ä ävÆ�� R �v�|}n�rH  RKR ävÆ���Æ"�

· fizk|Mq R¸· ¼�h>q#f� iq��5âOl}ogdgq�h>q�okdgq�o�j�f�ogd�Ò¬9;90£³fid�fih�jHf�j�lMnKoW�%q�w�uk|}jmw��

R æ

Page 17: S

cedgfihkjHf�jmlMnio · �mf�ogw%~3nK�%��f�jmlMnio c�d�fihkjmf�jml}nKo ��ug�pz>q��Ln�~ ×Öni��dÎ�n¢dgq · �¢h>q  f�jHf · �mf�ogw%~3nK�%��w���v�lMfiw�q�w åZ�%��nK�

v�|Mn¢rH  ä���ä ävÆ��æ �º�fiw�r�fidgq ãiË�% R � RKR ävÆ��æ �

¿�okw�ugh>q��*y�l}w�q�d º�fiw�r�fidgq R � R ÌiË ä�ãk��Æ"�v�|Mn¢rH  ä���ä ävÆ�� R �

º�fiw�r�fidgq æiË�% R �KÆ R ävÆ��Ë �º�fiw�r�fidgq R � R ÌiË ävÆ���Æ"�v�|Mn¢rH  ä���ä ä R �æ �

º�fiw�r�fidgq ãiË�% R � RKR ä R �Êä��¼�ugh>q��*y¢lMw�q�d º�fiw�r�fidgq R � R ÌiË ä R ��Ç"�

v�|Mn¢rH  ä���ä ä�Ëk� ¹ �º�fiw�r�fidgq æiË�% R �KÆ R ä�Ëk� ¹ �º�fiw�r�fidgq æiË�% R � R ÌiË ä�Ëk��Æ"�

· fizg|}q�Æ · ced�fih�jHf�j�lMnKoW�%q�w�uk|}jmwL~3nK�Lzk|Mn¢rH �â-dglCf��KnKo�fi|'fiogd¡r#fiw%r#fidkq�j��mfiokw%~3nK�%��f�j�lMnKokw��

R Ç

Page 18: S

ô«d%c h i#j%kmlKn>o&pqjKrtsvumr;r;n· n�ugw%qpf���ug|}j�lMw�r�fi|Mq��bn¢dgq�|Èl}o�fio�fid�fih�jHf�j�lMnKo¡q�²�h>q���l}��q�o�j#����q�ogq�q�d�jmn{����w*jQdgq���ogq©Ð�lEÓ�j�sgq�¡ÕzglMfiw*âr�|Mfiw�w%q�w���Ð�l}lEÓ'jmsgq��pug|}j�lMw%r#fi|}q�jm��q�q�jmnih6nK|}nK�i�Q�`l�jmspzklCfiw�r�|Mfiw�w%q�wZfiw�jmsgqJ|Mq�fyiq�w��>Ð�lMl}lEÓ6j�sgq��bn�dkq�|vh�fi��fi��q�jmq��jO�¢lMog�¯Ð�l}~�fio��kÓ��ªfiogd�jmsgq�oµq�w*jmlM��f�j�qbj�sgq��bn�dkq�|xh�fi�mf���q�jmq��%w�~3�%nK� jmsgq�r�|Mfiw�w5âOzglMfiw�q�w�ni~Lj�sgq�j��mfil}oglMog�w�h>q#f� iq��%w(Ð�åJÎ jm��filMoklMog�vÓ ����+�j��� ���?������� ���^� �¡�+¢A�¤£�· sgq��eÎ�Î w*jHf�j�q�wL~3��ni�é�`sgl}rHs¡j�sgq�fir�niugw%j�lMr��bn�dgq�|Mw�n�~�j�sgq�jm��l}hgsgnKokq�w`fi�%qr�niogw%j���ugr�jmq�d\s�f#yiq�fio©lMoksgq��%q�o�j�sgl}q���fi��rHsgl}r#fi|>h�fi�*jml�jmlMnio�dgukqejmn�j�sgqej���lMhksgnKogq�w%jHf�jmq�â-r�|}ugw%j�q���l}og��ukw�q�d\l}onKug�xw%�¢w*jmq��¡�ªá�nK�ªlMogw*jHfiokr�qi�vjmskq�l}ogl}j�lCfi|�w%jHf�jmq�wxni~�fi|M|gj�sgq«j���l}hgsgnKogq�wJn�~'jmskq�hgsknKogq��bq¥#�¦�¦ %�r�nK�%��q�w�h>nKogdjmn�jmsgq�|Mq#f#yiq�wpni~«f¡dgq�r�lMw%lMnKoÖj���q�qi�ªfi|}|�jmsgq©�blMdkdg|Mq{w%jmf�jmq�w�jmn�jmsgq�|Mq#f#yiq�wpni~«f¡w�q�r�nKogd±dgq�r�l}w�lMnio�jm�%q�q��fiogdWj�sgq���o�fi|�w*jHf�j�q�wLjmn(j�s�f�j`ni~��Kq�jef�ognijmskq��Ldgq�r�lMw%lMnKoWj���q�q�� · sgq��%q�f���q�fiz>nKukj R Ì�Ëpw�ugrHs¡jm��q�q�w�Ð3j�sg��q�qr�ni����q�w�h>nKogdgl}og��jmn^q�firHsÀhgsgnKogq���q#Ó�lMoµj�sgqWw%�¢w*jmq��¡� Ü oµj�sgqWq�²�h>q��%lM�bq�o�jmw(dgq�w�r���lMz>q�d±sgq���q��x�Jq©jHfi �qfidky�fio�jmfi�Kq©ni~`j�sglMw�~�fir�jpj�n^dgq��gogq · Ð3lEÓ R ÌiË�zglMfiw*â-r�|Mfiw�w%q�w��Zq�firHs±r�nKo�jmfilMogl}og�^fi|}|Jw*jHf�j�q�w(ni~«nKokq©w%jmf�jmq âr�|}ugw%j�q��%lMog�(jm�%q�q���fiogd�Ð�l}lEÓ�ÆiÌiË(zglCfiw5âOr�|Cfiw%w�q�wLnizkjHfil}ogq�d\z��Ww*jHfi�*jmlMok�{�`l�jmsWjmskq R ÌiËpr�|Mfiw�w%q�w«fiogd¡dgl}y¢l}dglMog�jmskq�� ~3ug�%j�sgq���q�²kfir�j�|}�Áfiw��Jq�dgnÖ~3ni��r�niogw%j���ugr�jmlMok�Öjmsgq�w%jHf�jmq�â-r�|}ugw%j�q���l}og��j���q�q�wWlMoÁ� ·lk ÄÆiÆ.É���f�ogdw%j�nKhghgl}og�(�`sgq�o�ÆKÌiË(|}q#f#yKq�w�f���q�nKzkjmfilMokq�d�� · svugw`jmsgq�ÆKÌ�Ëpr�|Cf�w�w`h�fi�*jml}j�lMnKo�lMw`f(��q���ogq��bq�o�j«ni~�jmsgq R Ì�Ër�|Mfiw�w%q�wbzgukj{r�n�fi��w%q��{jms�f�o±j�sgq\lMogskq���q�o�j�w*�¢w%jmq�� h�fi�%j�l}j�lMnKo��µô�f�ugw�w%lCfiogw{l}oÀq�firHsÀr�|Cf�w�wbfi��q©j�lMq�d±~3ni�fid�f�hkjHf�j�lMnKo\f�r�r�ni��dgl}og�(jmn�Ð R ËKÓ��§Q¨ ���©��¢«ªI¢y�+¢y¬j­®�M� �~���+����¢y�¤£�Ü o\jmsgl}w�h�fih>q����g��q�dgn{ognij«f�dgdg��q�w�wLjmskq�l}w�w%ugq�ni~�nKhkjml}��f�|'dgq�h6q�ogdgq�okr�qjm�%q�qpj�nKh6ni|MnK�i�ÖÄ R Ç�É�~3ni��fid�fih�jHf�j�lMnKo���×�q(lMogw*jmq#f�d^ugw�qbfW��q�fiw�nKogfizg|Mq�jmnKh>nK|Mni�i�K�>�`sglMrHs��K��niughgw�zglMfiw�q�wni~eô�fiugw�w%lCfio±�bq#fiokw(ni~«nKogqWhgsgniogq��bqWr�|}nKw�q��pjmn^q#f�rHsÅnij�sgq�����f�ogdµ~3nK�pjmsklMw�j�nKh6ni|MnK�i��q�w*jml}��f�j�q�jmskqh�fi��fi�bq�jmq���w�n�~�j�sgq��pug|�jml}w�r#f�|Mq`jm��q�q���n¢dgq�|6jmn(��f�²�lM�blM��q«j�sgq�|Ml} iq�|MlMskn�n¢d�nyiq��Ljmsgq�jm�mf�lMogl}og�pd�f�jmfk��×�q�bn�dgq�|�jmsgq�n.yiq���fi|M|�dgq�h6q�ogdgq�okr�q�ni~�j�sgqezklCfiw%q�w�z��bdgq���oglMok�pf�w%ugh6q���w*jm��ukr�jmuk��qQnKo�jmnKh�ni~�jmskq R ÌiË���n¢nij�wni~�jmsgq�w%jHf�jmq�â-r�|}ugw%j�q���l}og��jm��q�q�w�� · skq���q�w�ug|�jml}og��j���q�q�w���y¢l}q��Jq�dÁj�nKh�âOdkn.�`o'��dgl}y¢l}dgq¡fi|M|�j�sgq�ô�fiugw%w�lMfiodgq�ogw�l�jmlMq�wQlMo¡jmsgq�w%�¢w%j�q���fir�r�nK�%dglMok��jmn�j�sgq�l}�ew*jHf�j�qpovug�pz>q��e�`l�jmsgl}o�jmsgq���n¢dgq�|�ni~Zj�sgq�jm�%lMhgsknKogqpf�ogdjmskq�oµz>q�jO�Jq�q�oÀhksgnKogq���q�w���á@lM�Kuk��q�Æ�lM|}|Mugw*jm��f�jmq�w�dgq�h>q�ogdkq�ogr�qWw%jm�%ugr�j�ug��q�wp�`l}j�s R ÌiË¡fiogd¯ÆKÌiË�|}q#f#yKq�wjmsgf�jL��q�s�f#yKq�lMo�yiq�w%j�lM��f�jmq�d'�

ceogn�jmsgq���f�²�lMwÈj�s�f�j���qJq�²�hg|Mni��qxlMw0jms�f�j�ni~gw%jm�%ugr�j�ug��qJlMo�jmsgqJdgq�h>q�okdgq�ogr�q�z>q�jO�Jq�q�o(hksgnKogq�jmlMrxr�|Mfiw�w%q�w ·R¹

Page 19: S

~50 Phones ~50 Phones ~50 Phones SIL

State 1 State 2 State 3

3 States

150 Nodes

250 Leaves

Global Bias

á@l}�Kug��qWÆ · Î�n¢dgq�|}lMog��dgq�h>q�ogdkq�ogr�q�fiz>nyKq©jmskq R ÌiË�jm�%lMhgsgniogq©w%jmf�jmq\r�|Mugw*jmq��%w(ugw�l}og���pug|�jmlMw%r#fi|}q�j���q�q�w�`l}j�s�Ð�f�Ó R Ì�Ëbf�ogdµÐ3z�ÓLÆKÌiË(zglMfiw*â-r�|Mfiw�w%q�w��

Ð�lCÓ�fpÞ�f�j«w%j���ugr�jmug�%q�lMoW�`sglMrHs�fi|}|6jmskq�Ì�Ë{hksgnKogq���l}r�r�|Cf�w�w�q�w«fi��q�dgq�w�r�q�ogd�fio�j�weni~@f(r�nK�b��nio\fiogr�q�w%j�nK�fiw�w%sgn�`o�l}o(á@l}�Kug��q�ÆgÐ�fKÓ���fiokd¡Ð�lMlCÓ�fQw*jm�%ugr�j�ug��q��`l�jms RKR l}o�jmq��%��q�dglCf�jmq�okn�dgq�wZq#firHs(�in.yiq��%oglMog��few%ugzgw%q�jni~Zj�sgq{ÌiË©hgsknKogq��blMr�r�|Mfiw�w%q�w�� · skq(h�fi�%j�l}j�lMnKogl}og�bni~Zjmsgq(ÌiË�hgsgniogq��bq�w�l}ovj�n�jmskq RKR w%ugzgw�q�jmw�lMw�z�fiw%q�dnKo�fi�%j�lMr�ug|Cf�j�nK�%��â-hgsgnKogq�jml}re~3q#f�j�ug��q�w��Lá�lM�Kug�%q�ãbl}|M|}ugw%j��mf�j�q�w`f{��n¢dgl}�gr#f�j�lMnKoWni~�á@lM�iug��q�ÆgÐ�f�Ó�jmnbhg��ny¢lMdkqw�ukrHs�fidgdkl}jml}nKo�fi|6w%j���ugr�jmug�%qi�

~50 Phones ~50 Phones ~50 Phones SIL

State 1 State 2 State 3

Global Bias

á@lM�iug��q�ã · c R Ì�Ë�âO|}q#f�~0�puk|}jml}w�r�fi|Mq«jm��q�q��`l�jms\��l}rHsgq��Lw*jm�%ugr�j�ug��q

· sgq{�pug|�jmlMw%r#fi|}q��bn�dkq�|�f�|Mw�n\f�|M|Mn�`wej�sgq(ugw%qbn�~�f�dgdgl}j�lMnKogfi|�l}ogdgq�h6q�ogdgq�o�j�nKzgw%q��*yif�jmlMniogw �1'� lMo^jmskqlMo�j�q���ogfi|Logn¢dgq�w{ni~«jmsgqWj���q�q��Áá�nK�(niug�(zglCf�w{fid�fihkjmf�jml}nKo±q�²�h>q���l}��q�o�jmw��xjmsgl}w{fi�bnKugo�jmw(jmn�hg�%ny�l}dglMok�

Page 20: S

fidgdkl}jml}nKo�fi|�q�w*jml}��f�j�q�w�ni~xjmskqbzklCfiw�ni~�f�F32 E�B�Ø�HADQni~Jw�ni��q(ni~xjmskq R ÌiË©nK��ÆKÌiËWzglMfiw�q�w��p×�q{lMo�yKq�w%jml}��f�j�qjmskq�ukw�q�ni~�nKogq�w�ukrHs�fidgdkl}jml}nKo�fi|>�bq#fiw%ug��q���q�ovj · jmsgq�Û�2åU�IH¥�2;I�§�¥<B�ni~�fi|}|'jmsgq�ô�fiugw%w�lMfio\r�nK�bh6niogq�o�jmw`l}ojmskq(w%�¢w%j�q��¡�¯vJ��hg��ny¢lMdgl}og�©jmsklMwQq�w%jml}��f�jmqpf�j�jmsgq D�URU�Ø@n�~xj�sgqpjm�%q�q��ÈnKogq(��f��q�²�h>q�r�j�j�s�f�j�f©�%nKzgugw*j#�fiokrHsgnK��%�lMw�hk��ny¢lMdgq�d\f�j�j�sgqe�%n�nijJ�`sgq�o©j�sgqQd�f�jHfpf�jJjmsgq�|Mq�fyiq�w`fi�%qe�%q#fi|}|}�{w�hgfi��w%qi��fiokd�jmsgqelMo�jmq���o�fi|z>nij�j�nK�{â-ugh�q�w%j�lM��f�jmqbf�j�jmskq��%n�nij�l}w�w%ugw�r�q�hkj�lMzg|}q�jmnU#%w%�¢w*jmq��ñognKl}w�q��z% · sgq�ugw�q©n�~�w�ukrHs±fidgdgl�jmlMnio�fi|lMo�~3nK����f�jml}nKo�l}wLlMo�yKq�w%j�lM��f�j�q�d\~3nK�Lz>nijms¡dgq�h>q�okdgq�ogr�q�w*jm��ukr�jmuk��q�w«ni~@á@lM�iug��q�Æ��§Q¨ ���±°²¢f���J�³ª^� ¨ �?°´� ��� ¨ �|­M���M¬D�M� �~��� �¡��¢y�¤£©· sgq�j���q�q��bn�dgq�|Jhgfi�mfi�bq�j�q��%w�r#f�oµz6qbjml}q�d���l��q��}�@f�K�%nKugh�ni~�ogn¢dgq�w���f#��w�s�fi�%qbj�sgqbwmfi�bq`+ hgfi�mfi�bq�j�q����W¬e~�r�nKug��w%qi��jO��l}og�\jmsgq{jm�%q�qbh�fi�mf���q�jmq��%w�dgn�q�wognij�l}��hg|���jO�¢lMok�¡j�sgq�w%��n¢nij�sgq�d�q�w%j�lM��f�jmq�w O1 ¤ªf�j�j�sgqbogn�dkq�w��©á�ni��j�sgq R ÌiË�â-|Mq#f�~J�bn¢dgq�|}w��0q#firHsÖogn�dkqlMoµj�sgqWjm�%q�q\s�fiw{l}j�wpn�`oÅw%q�jbni~�h�fi��fi��q�jmq���w¡Ð.+ �'� Ó��±á�nK��j�sgq�ÆKÌiË�â-|Mq#f�~`��n¢dgq�|}w��ZjmskqWogn�dkq�w{z6q�|Mn�jmskq(r�nK�%��q�w%h6niogdglMok�W|Mq#f#yiq�w�ni~ªjmskq R ÌiË�â-|Mq#f�~�jm�%q�q(w�sgfi��qpj�sgq(wmfi�bq\Ð�+ �'� Ó�� · sgq��%q�~3nK�%qpjmsgq(ovug��z6q��Qni~h�fi��fi�bq�jmq���w`lMwLq�tvu�fi|ÈlMoWj�sgq R ÌiË�âxf�ogd�ÆiÌiË�âO|}q#f�~0�bn¢dgq�|}w��µ�� ¨ �j°²����� ¨ � ¨ �j���^���M¬�£x· sgq�¡ÅzklCfiw%q�w±� �1 ¤ � ¥'ÿ R � @�@�@ � ¡ � ni~�q#f�rHs¡j��mfil}oglMog��w�h>q#fi �q��`r�nKo�j���lMzkukjmq�nKokqwmf���hg|}q�ni~>jmsgq`�puk|}jml}w�r�fi|MqJ��n¢dgq�|�� · skq`j���q�q«�bn¢dgq�|�h�fi�mf���q�jmq��%w�Ð � � � � � �'� � Ó�f���qLq�w*jml}��f�j�q�d(~3��ni� jmskqwmf���hg|}q�wZnyKq��xfi|M|¢jmsgqLjm��filMoklMog�Qw%h6q�fi iq���wxugw�l}og��fiobåxÎ fi|}�KnK�%l}jmsk���  q�jHfil}|Mw�ni~�j�sgqLjm�mf�lMogl}og�Qhg�%n�r�q�dgug�%qfi�%q�l}o�Ä RiR � R Æ.É��¶]�J��·��+����£ à`q�r�nK�Kogl�jmlMnio¯��q�w%ug|}j�wp~3nK�pjmsk��q�q\dgq�h6q�ogdgq�ogr�q���n¢dgq�|}w��`l}j�s R ÌiË�|Mq�f#yKq�w�fi�%qWhg��q�w�q�o�j�q�dÕl}o· fizg|MqQãk� · sgq�r�nK|Mug�bogw�|Mfiz>q�|Mq�dWÎ�»�r�nK�%��q�w�h>nKogd©jmn(ukw�lMok�pjmsgq�Î�»�q�w%jml}��f�jmq �1 ¤6ni~Èjmsgq�zklCfiwJni~�r�|Cf�w�we¥�`sgq���qpf#y�fil}|Cfizg|}q�fiogd�z�firH vlMok��ni��jmn{jmskq��K|}nKz�fi|�Î�»µzglCfiwL�`sgq���q�l}j«lMw`ognij�� · sgq���q�r�nK�Kogl�jml}nKo��%q�w%ug|}j�w~3nK�{jO��n¯dkq�h>q�ogdgq�ogr�q^�bn¢dgq�|}wb�`l�jmsõÆiÌiË�|}q#f#yKq�wWfi��q�hg��q�w�q�ovj�q�d­lMo · f�zg|Mq�äg� · skq���q�lMw{jmsvugwWfµË���æ�âR � R � Ð�fizgw%nK|Mukj�qÓ��%q�dgukr�jml}nKo�lMo�×�åªàÔnyKq���jmsgqbÎ�»Àw�rHsgq���q{dgq�h6q�ogdgl}og�\nKo�fid�fih�jHf�j�lMnKo^r�nKogdgl�jmlMniogw��ce|}w�ng�¢�pug|�jml}w�r#f�|Mq`��n¢dgq�|Mw�hk��ny¢lMdgqef R � lM�bhg��nyiq��bq�o�j�q�yKq�oW�`sgq�o\nKog|}�bãiË�w�q�r�nKogdkwLni~0ugogw%ugh6q��%y¢lMw%q�dfid�f�hkjHf�j�lMnKo\l}w«h>q��*~3nK���bq�d'�g�`sgq��%q�jmskqpÎ�»�w�rHsgq���q�hg��ny¢lMdgq�wef�|M�bnKw%j`ognb��fil}ogw`nK�`q�yiq�o�dgq��K�mf�dgq�w�� Ü ojmskq�nK�*�K��f¡|Mfi���Kq��Qjm�%q�q�ЮÆKÌiËKÓew�sgnKuk|Md�z6qbogn\��nK�%w�q{jms�f�oÖf\w���fi|M|}q��Qniogq�Ð R ÌiË�Óeq�yKq�oµl}~xjmsgq���qblMw�|}l}j�j�|Mqd�f�jmf�Ð�ãKËbw%q�r��!Ó\w�lMokr�q�jmsgq�q�w%j�lM��f�jmq�wef���q�w��bn�nij�sgq�d�lMo¡z6n�jms�r�fiw�q�w��'fiogd��Jqpdgnb��ogd¡jmsgl}w«j�n�z>q�j���ugq��»0fi���iq���jm�%q�q�w�h>q��*~3nK���éz6q�j�jmq�����fiw`q ²kh>q�r�jmq�d��>�`skq�o¡��nK�%q�d�f�jmf{l}w«fy�fil}|Cfizk|Mqi�

ÆiË

Page 21: S

Î�n¢dgq�fiogd Î�» R Ì�Ë à`lMrHskq�� ô�|Mniz�fi| ug��f�jml}nKo�Ð�w%q�r��!Ó åZw*jmlM��f�j�lMnKo Î�¼ · �%q�q ¼vjm��ukr�j vJlCfiw

¼�ukh¯Ð�ãiË�Ó äKäg�ã � ä�ãk��Æ"� ä�ã��!Æ"� ä�ãk� R �¿«ogw�ughµÐ�ãKËKÓ ävÌ��Ë � äKäg� R � ä�ã�� ¹ � äKäg�Ë �¼�ukh¯Ð�æiË�Ó ävÆ�� ¸ � ävÆ���Æ"� ävÆ¢� R � ävÆ��ã �¿«ogw�ughµÐ�æKËKÓ äKäg�æ � ä�ãk��Ç"� ä�ã���æ � ä�ãk�æ �

· fizg|Mq`ã · à`q�r�ni�Kogl}j�lMnKo�×�åxàÁ~3ni� R ÌiË�zglMfiwZr�|Mfiw�w%q�wZ�`l}j�s � Î�»¡q�w%j�lM��f�jmq�w�� � �pug|�jmlMw%r#fi|}qJj���q�q`ni~'á@l}�Kug��qÆgÐ�f�Ó�� � á@l}�Kug��q�ã���fiogd � á�lM�Kug�%q�ÆgÐ�fKÓJ�`l}jms¡fidkdgl}j�lMnKo�f�|'�K|}nKz�fi|6lMok~3nK�%��f�jmlMnio

Î�n�dkq�f�ogd Î�» ÆKÌiË ô�|}nKz�fi| ug�mf�j�lMnKo�Ð3w�q�ri��Ó åZw%j�lM��f�jml}nKo Î�¼ · ��q�q v�lMfiw

¼�ughÖÐ�ãKË�Ó äKäg� ¸ � ä�ãk�Ë � ä�ãk��Æ"�¿�ogw%ughµÐ�ãKË�Ó ävÌ���Ì"� äKäg� R � äKäg� R �¼�ughÖÐ�æKË�Ó ä�ãk�Ë � ävÆ�� R � ävÆ��Ë �¿�ogw%ughµÐ�æKË�Ó äKäg��Ì"� ä�ãk��Æ"� ä�ãk��Æ"�

· fizg|Mq«ä · à`q�r�nK�Kogl�jml}nKob×�åªàõ~3nK��ÆKÌiË�zklCfiwxr�|Mfiw�w%q�w��`l�jms � Î�»^q�w%j�lM��f�jmq�w�� � �pug|�jmlMw%r#fi|}q�jm�%q�qen�~È���Kug�%qÆgÐ3z�ÓJ�`l}j�sgnKukj«fiokd � �`l}j�s�fidkdgl}j�lMnKo�f�|6�K|}nKz�fi|'lMok~3nK�%��f�jmlMnio

Æ R

Page 22: S

ô«d.× °ek�uGi±o$k�i±umpqj`h ²Pwc­sglMq��mfi�%rHsglMr�fi|khk��lMni�ZlMwZugw%q�dblMo(jmsgq�¼gΡcQ½Öw%rHsgq��bq«�`sklMrHs�fiw�w%ug��q�wxj�s�f�jZj�sgq`zglCfiw%q�wªni~>jmsgq«ô�fiugw%w�lMfiodgq�ogw�l�jmlMq�w`lMoWjmsgq�ÌiË(hgsknKogq�j�lMr�r�|Cfiw%w�q�w�fi�%q���ukjmu�f�|M|}�bl}ogdgq�h>q�okdgq�o�j#�ª×­l}j�sglMo\q�firHs�hksgnKogq�jmlMr�r�|Cfiw%w��gjmskq

Gaussian Components

States

Phones

τ = 1

τ = 1

τ = 1

Gaussian Components

States

Phonesτ = 10

τ = 10

τ = 10

Gaussian Components

States

Phones

τ = 1

τ = 10

τ = 0.3

Gaussian Components

States

Phonesτ = 3.3

τ = 10

τ = 100

á@l}�Kug��q�ä · ¼¢jm�%ugr�j�ug��q�d�hg�%lMnK�%wLugw�q�d¡~3nK�«¼kÎ�cQ½õfidgfihkjHf�jmlMnio

jmnih6nK|}nK�i�^n�~Lá@l}�Kug��q{ä�lMw�ugw�q�dÖjmn¡����w*j�q�w%jml}��f�jmqbf�zglMfiw�~3nK��fi|M|�j�sgq�r�nK��h>nKogq�o�jmw�ni~`f�hksgnKogq���jmskq�of\zglCfiw�~3nK��q�firHsµni~xjmskqbj�sg��q�q�w*jHf�j�q�w�ni~�j�sgq�hksgnKogq��@fiokd���o�f�|M|}��jms�f�j�n�~�q#f�rHsÖlMokdgl}y¢lMdku�fi|Zô�fiugw%w�lMfiodgq�ogw�l�jO�K�¸��nij�q�~3�%nK�éj�sgq��g�Kug��q�j�s�f�j«dgl}�6q��%q�o�j`y�fi|Mugq�w`ni~�j�sgq�s���h>q��%h�fi��fi��q�jmq���w(Ð ¹ ÓLfi�%q�l}o�yKq�w*jml}��f�jmq�dfiogdÅjmsgq��%q�r�nK�Kogl�jmlMnioÁh>q��%~3ni����fiogr�q�lMw�hg��q�w�q�o�j�q�d­lMo · fizg|}q^Ì��³ce|}w�nµnKzkw�q��*yKq�j�s�f�j�~3ni��w�ukh6q��%y¢lMw%q�dfid�f�hkjHf�j�lMnKo'��¼gΡcQ½­hg��ny¢lMdgq�w�fi|}��nKw*j�j�sgqpw�fi��q���fil}ogwenyKq���f�r�nK��hgfi�mfizk|Mq�Î�»Åf�d�fihkjmf�jml}nKo�w%rHsgq��bqfiwej�sgqpr�nK���%q�w�h>nKogdklMog�©��ug|}j�lMw�r�fi|Mq��bq�jmskn�dgw�lMo · fizg|}q�ä�Ð R �Ýfizgw�ni|Mukj�q���q�dgugr�jmlMnio�lMo�×�åªà�Ó���¼gÎ�cQ½w�q�q��bwLjmnbz6q�|}q�w�w`q��'q�r�jml�yKq�jms�f�o��puk|}jml}w�r�fi|Mq«jm��q�q�w«lMoWjmskq�ukogw�ugh>q��*y¢lMw�q�d�r�fiw�q��

ÆKÆ

Page 23: S

Î�n¢dgq�fiogd �«�¢h6q���h�f��mfi�bq�j�q���w ¹ � �4¹ � ��¹ ½Â ug��Ð�w%q�r��!Ó R � R � R R Ëk� R Ëk� R Ë Ëk��ã�� R � R Ë ãk�ãk� R Ëk� R ËKË

¼�ughÖÐ�ãKËKÓ äKäg�Ë � ä�ãk� ¹ � ä�ãk��Æ"� äKäg� R �¿�ogw%ugh¯Ð�ãKË�Ó ävÌ��Êä�� äKäg� ¹ � äKäg��Ì"� äKäg�æ �¼�ughÖÐ�æKËKÓ ä�ãk�ã � ä�ãk��Æ"� ävÆ���Æ"� ä�ãk�æ �¿�ogw%ugh¯Ð�æKË�Ó ävÌ���Ì"� äKäg��Ç"� äKäg��Ì"� äKäg��Ç"�

· fizg|Mq�Ì · à«q�r�nK�iogl}j�lMnKob×�åxà Ðn�{Óx~3nK�`¼kÎ�cQ½Õf�d�fihkjmf�jml}nKo�~3nK�Jdgl}�6q��%q�o�jLy�fi|Mugq�w�ni~0jmskq�sv�¢h>q��%h�fi�mf���q âjmq���w�Ð�r��Ê~5�xá@l}�Kug�%qQävÓ��

ô«d�ô Ø:Ù£´#jNlNo;l%kÚÇ�yÉumumrzjKpµkmlKyɶÛh y4³#rzjÜ o\jmsgq F�¥<BRF�¥�¨�HLf�d�fihkjmf�jml}nKo��kj�sgq���q��gogq�d�zglCfiw%q�w

1 ,NMJÐ�ÌKÓ�fi�%q�q�w%j�lM��f�jmq�d�l�~�j�sgq�o¢uk�pz6q���n�~�fidgfihkjHf�jmlMniowmf���hg|}q�wZl}wZ�K��q�f�jmq���jms�fiobf��Kl�yKq�o(j�sg��q�w�sgnK|}d�Ð�ÆiËQ��f#yKq`jmskqLz6q�w%jx��q�w�ug|�j Ó��Z¬�obf#yKq��mfi�iqi��~3nK��jmskq R ÌiË�âOzklCfiww%�¢w*jmq��¡��nKok|}�¡ä ¸ fiogd^Ç ¹ ni~Zj�sgq R ÌiË�zglCfiw%q�w�f���qpq�w%jml}��f�jmq�d�~3��nK� ãKË©f�ogd�æKË�w%q�r�niogdgw�ni~xfidgfihkjHf�jmlMniod�f�jmfk�g�%q�w�h>q�r�jml�yKq�|��K�

×Öqbhg�%q�dgl}r�j�jmsgq{ugogw%q�q�o¯zglCfiw%q�w�fiw�h6q���q�tvu�f�j�lMnKoÕÐ R ÇKÓ �È�`l}jms�jmskq���f�²�lM�puk��|Ml} iq�|MlMskn�n¢d��Jq�lM�isvj�w�¤¹ M Ð R ÌiÓ��@×�q�s�f#yKq�q�²�h6q���l}��q�ovj�q�d¡fi|}w�n(�`l}j�s¡hk��q�dklMr�j�nK��wLzgfiw�q�d�nKok|}�©nio\j�sgq��bnKw%j`r�nK���%q�|Cf�jmq�d\w%nKug��r�qfiogd��`l�jms^q�t¢ugfi|��Jq�l}�Ks�j�hg��q�dglMr�jmnK�%w�� · sgq(��f�²�lM�puk�ß|MlM �q�|}lMsgn¢n�d\�Jq�lM�isvj�w��Kl}yiq�jmskqpz6q�w%j��%q�w�uk|}jmw(Ð�w�q�q· fizg|Mq�æKÓ���q�w%h6q�r�lMfi|M|���l�~�j�sgq�hg��q�dglMr�jmnK�Ll}wLognij`w��bn¢nijmsgq�d¡�`l�jmsWjmskq�zgfirH ini��zklCfiw�Ð�ñ ÿ R @Ë�Ó �

cew�w%sgn�`o\lMo · fizg|}q�Ç���w��bn�nij�sglMok��j�sgqQq�w*jml}��f�j�q�d�Ð3w�q�q�o�Ó�zglMfiw�q�wJ�`l�jms�j�sgqQhg�%q�dgl}r�jml}nKo©�bn�dkq�|@Ð R¹ Ó�Kl�yKq�w�~3ug�%j�sgq���lM�bhg��nyKq���q�o�jmw��¡×Öq©fiw�w%q�w�wpj�sgq©nyKq��mfi|}|Jl}��hk��nyKq���q�ovj�w�ni~Lj�sgq©r�nK���%q�|Cf�jmlMnio��bn�dkq�|ªni~jmskqÎF�¥<BRF�¥�¨�H(Ò:9z90£ÔzglCf�w�q�w���z���r�nK�bh�fi�%lMog� · f�zg|Mq©Ç\�`l}j�s�j�sgq©z�fiw%q�|}lMogqbw%�¢w%j�q�� Ð�ä�zk|Mn¢rH ^dglCfi�inKo�fi|jm��fiogw*~3nK���bwHÓªlMo · fizg|}q�Æ��ª¬Qo©j�sgqQdgl��'q���q�o�j�fid�fihkjmf�jml}nKo�jmfiw� vw��k��ni��d\q��%��nK�J�mf�j�qelM�bhg�%n.yiq��bq�o�jmw��mfiog�iq~3��ni�¤Ëk�Êä�� j�n�Ë�� ¸ �©�

Æiã

Page 24: S

ced�fih�j#� cedgfihkj#� ½Z��q�dglMr�jmnK�L�Jq�lM�isvj�w ñ ni~�Ð R ÇiÓÎ�n¢dgq  f�jHf Ë��!Ì R �Ë

f · �bnKw%j`r�nK���%q�|Mf�jmq�d�nKok|}� ävÆ¢� ¸ � ä�ãk� R �¿«ogw�ugh'� ãKË�% z · q�tvu�f�|���q�lM�Ks�jmw ävÆ¢�!Ç"� ävÆ�� ¹ �

r · ��f�²6�Z|Ml} iq�|}lMsgn¢n¢d ävÆ¢�!Ç"� ävÆ���Ç"�· fizg|Mq�æ · ×Öni��dÖq����%nK����f�jmq�w©Ð��{Ó�~3nK��hg�%q�dgl}r�jml}nKo�ni~�ugokw�q�q�oÚF�¥<BRF�¥�¨�HQzklCfiw%q�w�z���q ²khk|MlMr�l}j�r�ni����q�|Cf�j�lMnKo�bn�dgq�|®�

�<à2�@§2�&� �<à2�@§2�&� c�X&6>=mV?]Cº 68KÑCbD�»�Fòá�_à�� ¼\�@�l� ½_� è ½_�9³ ½_� ¯ ½_� ® ½_� ª ½_� ��<�2¥l±�§ ��½mâ ªW��� ®~ù ªW��� ª?ù ªW��� ª?ù ªW��� �~ù ªW��� �~ù ªW��� ª?ù

¯�½mâ ª2�@� è~ù ª2�@� è~ù ª2�@� ¯~ù ª2�@�9³mù ª2�@� ç~ù ªW���¾½Wù¡_±�§�� ��½mâ ª2�@� ª?ù ª2�@� �~ù ª2�@����ù ª2�@����ù ª2�@�¾½Wù ª2�@� �~ù

¯�½mâ ª¡½_�¾½Wù �mç�� ç~ù ª¡½_�¾½Wù ª¡½_����ù ª¡½_� ª?ù· fizg|Mq�Ç · ×�nK��d³q����%nK�\�mf�j�q�wÖÐn�{Ó�~3nK�\hg��q�dglMr�jml}nKo f�ogd³w%��n¢nij�sglMog�±ni~:F�¥<BRF�¥�¨�H©zklCfiw%q�w¡zv�­q ²�hg|Ml}r�l}jr�ni����q�|Cf�j�lMnKoW�bn¢dgq�|��

ô«dÀ¿ h p©umõ�y÷öùøópq¶±³#y(È úJlKr÷jK³#n×�q�q�y�fi|Mugf�jmq�d©jmsgq�Î�fi�� �n.yWà�fiokdgnK�éá@lMq�|Md©r�nK���%q�|Cf�jmlMnio��bq�jmskn�dWugw%lMog�pj�sgq�w�l}��hk|Mq�â-zglCf�wxj��mfiogw*~3nK����f�âjml}nKo{��q�jmsgn¢d�Ð�ävÓ �vfiogd{jmsgq«��q�w�ug|�jmwxfi�%q«hk��q�w%q�o�jmq�d©lMo · fizg|}q ¹ � · sgq«dgl}�6q��%q�ogr�q�wxz6q�jO��q�q�objmsgq�w�qe�%q�w%ug|}j�wfiogdµj�sgq©�%q�w�uk|}jmw�ni~Ljmsgq��pug|}j�lMw%r#fi|}qbj���q�q���n¢dgq�|xhg�%q�w�q�o�jmq�dÀlMo · fizk|Mq�wpãk��ä�fiogdµj�sgq\¼gΡcQ½ �%q�w%ug|}j�whg�%q�w�q�o�jmq�d�lMo · fizk|Mq�Ìbf���q�w%jmf�jml}w%jml}r#fi|}|}�blMokw�lM�iogl}��r�fio�j#��fiokd�sgq�ogr�q�jmskq�l}��hg�%nyKq��bq�o�j«lMo\h>q��*~3nK����fiogr�qlMwLw%lM�blM|Mfi�x~3ni��jmsgq�w�q�dgl}�6q��%q�o�j«dgq�h>q�ogdkq�ogr��vâ-��n¢dgq�|MlMok�b�bq�j�sgn¢dgw��

Æ�ä

Page 25: S

ced�fih�j#� ced�f�hkj#� ��ug��z6q��Lni~ ×�nK�%dÎ�n¢dgq  f�jHf v�lCfiw%q�w�Ð�ä�Ó åZ���%nK�

ãKË�% R ÌiË ä�ãk�æ �¿«ogw�ukh6q��%y¢lMw%q�d ÆKÌiË ä�ãk��Ç"�

æKË�% R ÌiË ä�ãk��Ç"�ÆKÌiË ä�ãk�ã �

· f�zg|Mq ¹>· ×�nK�%d�q�����ni�L�mf�j�q�w�Ðn�{Ó�~3nK�eÒ¡£4û��bn�dkq�|�ni~�ô�fiugw�w%lCfio¡�bq#fio\zglMfiw�q�w�Ð3ävÓ��

ô«dÂÁ , lKn>o&yÉi#¶(k�r;³Ã.�lNõ�rzjgl10±y�y4³ h r&k?0±y�³#n· sgqªjmq�rHsgoglMtvugq�w�~3nK�Èj�sgqª��nKzgukw%j�q�w%j�lM��f�jml}nKo�ni~��pug|�jmlMhk|Mq��%q��K�%q�w�w%lMnKo�r�|Mfiw�w@Î�»0»0àÖjm��fiogw%~3ni���bwÈhg��nKh>nKw%q�dlMo�¼�q�r�j�lMnKo�äg��Æ\s�f#yiq�z>q�q�oÖq�y�fi|}u�f�j�q�d�nKo�j�sgqbugogw�ukh6q��%y¢lMw%q�d¯æKË/%�f�d�fihkjmf�jml}nKo^jHfiw% >� · sgqbz�fiw�q�|Ml}ogq(äÎ�»0»0àÁjm��fiogw%~3ni���bwª�¢l}q�|Md�f�×�åxàÕn�~�ävÆ�� R �©�Z¿«w�lMok��j�sgq«�g��w%jxjmq�rHsgogl}t¢ukq�ni~ȼ�q�r�jml}nKo�äk�!Æ��vä�jm��fiogw%~3ni���bwr#f�o�z>q�~3niugogd�~3�%nK�´j�sgq��i|MnKz�f�|'jm��fiogw%~3ni���¤jmsgf�j`��l}q�|}d�fio¡lM�bhg�%n.yiq�d\×�åªà n�~�ä R �æ �©��á�ug�*jmsgq����KfilMogwfi�%q�h>nKw�w%lMzg|}q{zv��q�w%j�lM��f�jml}og� RKR f�ogd¯ÆiËWjm��fiogw*~3nK���bw�~3��nK��j�sgq�w%q�ä¡jm�mf�ogw%~3nK�%��w��È��l}q�|}dglMog� R �Ë ��nyKq��jmskq�zgfiw�q�|MlMokq�ä{j��mfiokw%~3nK�%�¤h6q��%~3nK�%��f�ogr�q��

�«ug��� · �mf�ogw%~3nK�%��w R ä RiR ÆiËv�fiw�q�|Ml}ogq ävÆ���Ç ävÆ�� R ävÆ���Æ7 � ÿ�Ë>@�Ì ävÆ��ã

7 � ÿY7 ½ ÿ Ë0@ ¸ ä R �æ ä R � R ä R ��ã

· fizk|Mq ¸>· ×�åªàÍni~  lMw�r�nKugo�jmq�d�»Èl} iq�|}lMsgn¢n¢dWá�ug|M| · ��fiogw%~3ni���bw��

á�nK�~7 � ÿ³Ë>@�Ì��ij�sgq�äej��mfiogw*~3nK��� w%�¢w*jmq�� lMw���q�|Mf�²�lMog��jmn��f���dgw@j�sgq�h>q��*~3nK����fiogr�q�ni~�j�sgq�w�l}og�K|}qJjm��fiogw*~3nK���w%�¢w*jmq��:�0f�j�7 � ÿÔË>@Ë�jmsgq�lM��h6q��%~3nK�%��fiokr�q��JnKug|}d^z6q�lMdgq�o�jmlMr�fi|®�Ä��nij�q�jmsgf�j RKR j��mfiokw%~3nK�%��w�r#fiogoknij�z>q�Jq�|M|óâOq�w%jml}��f�jmq�d^l}o^jmsgq{ugw%u�fi|ª��f�ogogq���nKo^j�sglMw�æKË�%Wjmfiw� ÀÐEjmsgq{tvugnij�q�dÖ�%q�w%ug|}j��Kl�yKq�o�l}w�~3�%nK� f\zg|}n�rH dglMfi�Ko�fi|Èw*�¢w%jmq��©Ó �>�`skq���q�fiwQq�yKq�o^ÆiËbj��mfiogw*~3nK���bw`r#fio�z6q�~�filM�%|}����nKzgukw%jm|��\q�w*jmlM��f�j�q�d¡ugw�l}og��j�sgq�okq��`|}�

ÆKÌ

Page 26: S

hg�%nKh6niw�q�d¡�bq�jmskn�d��¼�lM�blM|Mfi�«q�²�h6q���l}��q�ovj�w���q���q{h6q��%~3nK�%��q�d�nKo�f\w%ugh>q��%y¢l}w�q�dÖfid�fih�jHf�j�lMnKo�jmfiw� �dkq���ogq�d�~3nK��jmsgq(×Öfi|M|

¼¢j���q�q�je¾inKug��ogfi|Èr�nK�%hgugw�Ä ¸ É®�ªc R Æ.â-��ló²¢jmug�%qQr�nK�bh>nKogq�o�j��gw�h>q#fi �q���lMogdgq�h6q�ogdgq�ovj���r���niw�w*â®��ni��d\jm��l}hgsgnKokqw%�¢w*jmq�� �`l}jmspæKæKã�Æ`w%jHf�jmq�w���fiw@j��mfil}ogq�d�ugw�l}og�QjmsgqL¼ Ü â*Æ ¹ äe׳¼g¾�fir�niugw%j�lMrJj��mfil}oglMok�ed�f�jmfk� · skq�|Cfiok�Ku�fi�Kq�bn�dgq�|Jukw�q�dµ��fiw�j�sgq\Ì k �JnK��dÖzglM�K��fi� dglMw*jm�%lMzgukj�q�d�zv�µ»  ºe� · sgq�����w*j ¹ fid�f�hkjHf�j�lMnKo�ukj%jmq���fiogr�q�w~3��ni�´q#f�rHs�w%h6q�fi iq��«�Jq��%q�ukw�q�d¡~3nK��w%ugh6q��%y¢lMw%q�d�Î�»0»�à fiogd  »0»�à Ð�ognij�qQjms�f�jLjmsgq�fid�f�hkjHf�j�lMnKoWw%q�j`l}ww�q�h�fi��f�jmq�~3��ni�´jmsgq�j�q�w%j«w%q�j Ó �

�«ug�¡� · ��fiogw%~3ni���bw ¼ Ü R ã R Ëv�fiw%q�|Ml}ogq R Ëk�æ R Ë�� R R Ë��!Ì7 � ÿ Ë>@ ¸ ¸ �æ

7 � ÿ Ë>@ ¸ � 7 ½ ÿ³Ë>@ ¸i¸ ¸ ��ã

· f�zg|Mq R Ë · ×�åxàÍn�~  »0»0àÍá�ug|M| · ��fiogw*~3nK���bw`nKoW׳¼g¾©¼�ugh>q��*y¢lMw�q�d�c�d�fihkjmf�jml}nKo · f�w� ��

· sgqWq ²kh>q��%lM�bq�o�jHf�|���q�w�ug|�jmwp�il}yKq�o±lMo · fizg|}q R Ë�w%sgn�éj�s�f�j(l�jplMw�h6nKw%w�l}zg|Mqbjmn�jm��filMoÖf��K|Mniz�fi|�Î�»0»�àjm��fiogw*~3nK���Ýjmn©l}��hk��nyKq�×�åxà ~3��nK� R Ëk�æ �´jmn R Ëk� R �©����n�Jq�yKq���fWã���q��K��q�w�w�l}nKo^r�|Mfiw�w�Î�»0»�àÏjm��fiogw5â~3nK�%��f�j�lMnKo�fi|M�%q#fid���w%sgn�`w`w�lM�iogw�ni~0nyKq��%j��mfil}oglMog��lMo�j�s�f�jLl�jmw�h>q��*~3nK����fiogr�qedgq��K�mfidkq�w�jmn R Ëk�!Ì�� �`sklMrHslMwxogq�fi��|��pjms�f�j�ni~'jmsgq«w�h>q#fi �q���l}ogdgq�h6q�ogdgq�o�j�w%�¢w%j�q��¡�ª¿�w�l}og�  »0»0àÁjmskqQã���q��i��q�w%w�l}nKo©r�|Mfiw�wªjm��fiogw*~3nK���lMw�l}��hk��nyKq�d�~3�%nK� R Ëk� R �Ýjmn ¸ �æ �©��fiogd�f R ËWr�|Mfiw�wQj��mfiogw*~3nK����r#fio�z>q{~3niugogd^jms�f�j�~3ug�%j�sgq�����q�dgugr�q�w×�åªà jmn ¸ �ã �©�

ô«dÀÅ Ç|yÉÈ�´±p©uGlg¶�� kj0±rbh r�k?0±y�³#nv�q�|Mn� �Jqbw�ug�b��f���lM��q�jmskqbz>q�w*j���q�w%ug|}j�wQ~3nK��q#f�rHsÖ�bq�jmskn�d^ugokdgq���dgl}�6q��%q�o�j�fi�bnKugo�jmw�n�~�fidgfihkjHf�jmlMniod�f�jmf¡Ð�ãKË(w�q�r�nKokdgwQfiokd�æiË{w%q�r�nKogdgwmÓ�fiogd\dgl��'q���q�ovj�fidgfihkjHf�jmlMnioW��n¢dgqbÐ�w%ugh>q��%y¢l}w�q�d'�ugokw�ugh>q��*y�l}w�q�d�Ó��

å@²kh>q��%lM�bq�o�jHf�|Q��q�w�ug|�jmwWw�skn.�Ãjms�f�j  »0»�à firHsgl}q�yiq�w\jmsgq^z>q�w*j\h6q��%~3nK�%��fiokr�q�~3�%nK� j�sgq^w�rHskq��bq�whg�%nKh6niw�q�d'�6f�|}jmsknKug�Ks\jmsgq�r�ni����q�|Cf�j�lMnKoWw%rHsgq��bq�we��q�w%ug|}j�wpÐ�å@²khk|MlMr�l}j�º�nK�%��q�|Cf�j�lMnKo\fiokd^Î�fi�% iny�à�f�ogdgnK�á@l}q�|MdkwHÓ�fi�%q«l}obj�sgq«w%jHf�jmlMw*jml}r#fi|gq����%nK�Z~3nK�Zjmsgq«r�ug�%��q�ovjxjmq�w%j�lMog��w�q�j#� · sgq`jm�%q�q«w�rHsgq���q�w�ЮΡug|}j�lMw�r�fi|Mq · ��q�q

Æiæ

Page 27: S

c�d�fihkjmf�jml}nKo ¿«ogw�ugh>q��*y¢lMw�q�d ¼�ugh>q��%y¢l}w�q�d ¿«ogw�ukh6q��%y¢lMw%q�d ¼�ugh>q��*y¢lMw�q�dÎ�q�j�sgn¢d æKË(w�q�r�nKokdgw æKË(w�q�r�nKogdgw ãKË(w%q�r�niogdgw ãKË(w�q�r�nKokdgw

¼�h>q#f� iq��«lMokdgq�h>q�ogdkq�o�j ä�Ì���ã"� ävÌ��ã � ävÌ��ã � ä�Ì���ã"�Î�»0»0à ä�Æ�� R � ä�Ëk� ¹ � ävÆ��æ � ä R ��æ"�º�f�w�r#f�dgq ä�Æ���Ë"� ä�Ëk��Æ"� ävÆ��æ � ä R �ä � »0»0à ä R � R � â â â

º�nK�%��q�|Cf�j�lMnKoWw%rHsgq��bq�w ä R ��æ"� ã ¸ � ¸ � ävÆ���Æ"� ä R ��Ë"�Î�ug|�jmlMw%r#fi|}qejm�%q�q äKãk�!Æ�� ävÆ��Ë � ä�ãk� ¹ � äKãk��Ë"�

¼gÎ�ce½ äiäg�!Ì�� ävÆ���Æ"� äKäg��Ì"� äKãk�!Æ��· f�zg|Mq RKR�· v�q�w*j��%q�w%ug|}j�w`~3ni�Lq#firHs���q�jmsgn¢d

fiogd�¼gÎ�ce½xÓxfirHsklMq�yiqer�nK��hgfi�mfizk|MqLh>q��%~3ni����fiogr�q�wªzgukjxjmsgq��{z6nij�s�sgfyiqef�w�l}�Kogl���r#fio�jª×�åªàÕdgl}�6q��%q�ogr�q~3��ni�  »0»0à��

×Öq�r#fioµfi|Mw%n�r�nK��hgfi��q{jmsgq�hg��nih6nKw%q�dÖfi|M�Kni��l}j�sg�bw�lMo�j�q��%��w�ni~Lr�nK��hk|Mq�²�l�jO��fiogdµr�nK�bhgukjHf�jmlMnio�fi||MnKfid^ogq�q�dgq�d'�©á�nK�  »0»0à fiogd�fiw�w%ug�blMog�W~3ug|}|�jm��fiogw*~3nK����f�jml}nKo^��f�jm�%lMr�q�wQ��qbs�f#yKq{jmn\w%nK|}yiq�Æ�|MlMokq#fi�w%�¢w*jmq��bwxni~rÆ / R q�tvu�f�j�lMnKokwZq#firHs��v~3nK�Zq�firHs�r�|Cfiw%wªj�svugwZjmsgq`r�ni��hg|}q�²�l}jO��ni~  »0»0àÅl}w �ÈÇ Æ Ç Ð�Æ / R Ó

½ÉÆ��

�`sgq���q�ÆÀl}w�jmskq^dglM�bq�ogw%lMnKoõn�~�q�firHs­w�h>q�q�rHs³~3�mf���q�� � lMw�jmsgq^ovug�pz>q��Wn�~��%q��K�%q�w%w�lMnio�r�|Cfiw%w�q�w�f�ogdÐ�Æ / R Ó

½ÉÆ�fi�%q�jmsgq`�puk|}jml}hg|Ml}r#f�j�lMnKokw�okq�q�dkq�d�j�n�w�nK|�yKq«f�|MlMokq#fi��w*�¢w%jmq�� ni~CÆ / R q�tvu�f�jml}nKogw�� Ü o�f�dgdgl}j�lMnKo

 »0»0à l}we�bnK��q�q�²�h>q�ogw%l}yKq(j�s�fio�Î�»0»0à w%lMogr�qpq�tvu�f�jmlMnio±Ð®ÆiãKÓ«h>q��%~3ni���bw�jmskqpw�ug�b��f�jml}nKo�nyiq���q�yiq��*��QÎ�Î w*jHf�j�qi�g�`sgq���q#f�w`j�sgq�Î�»0»0à q�tvu�f�j�lMnKo\h>q��*~3nK���bw�jmsgq�w%ug�b��f�j�lMnKo�n.yiq��Ljmskq�w*jHf�j�q�wLjmsgf�j`z6q�|MnKok�jmnbf{w�h>q�r�l}��r�r�|Mfiw�w��

º�nK���%q�|Mf�jml}nKo�w�rHsgq���q�w`Ð�å@²�hg|Ml}r�l�j�º�nK���%q�|Cf�jmlMnio�f�ogdpÎ�fi�� �n.y�à«fiogdgni� á@lMq�|Md�Ó'�%q�tvuglM�%q�f`�pugrHs�|Ml}�Ks�jmq��r�ni��hgu�jHf�j�lMnKo�f�|k|MnKfid��@c�w�w%ug��l}og� � � �%q��K�%q�w%w�lMnio�r�|Cfiw%w�q�wZ~3nK�Zj�sgqLjm�mf�ogw%~3nK�%��f�jmlMniop��f�jm��l}r�q�wªfiogd � ½ ~3ni�jmskqbzklCfiwQyiq�r�j�nK��w�jmskq{�g��w%j�w%j�q�h���q�t¢uklM��q�w � � Ç Æ R É Æ©�pug|}j�lMhg|}lMr�f�jml}nKogw�fiogd�jmsgq{w�q�r�nKokdÖw%j�q�h���q�t¢uklM��q�w

� ½ Ç Æ É Æ��puk|}jml}hg|Ml}r#f�j�lMnKokw��rvJq�r#f�ugw�qx��qªrHsgn¢nKw�q � �QÊ³Ê � ½ Ð�lMo�nKuk��q ²�h6q���lM�bq�o�j�w � � ÿ R fiogd � ½ ÿ R Ì�Ë`ni�ÆKÌiËKÓ�jmsgqLq�w%j�lM��f�jml}nKopni~>r#f�w�r#f�dgq«j��mfiokw%~3nK�%��w�l}w��pugrHs{~�fiw*jmq�����ceobfidkdgl}j�lMnKo�f�|�w%��n¢nijmsklMog�Qhk��n¢r�q�dkug��qLl}w

ÆKÇ

Page 28: S

~3nK|}|Mn��q�d(f�~Ej�q���jmskq�q�w*jmlM��f�j�lMnKopn�~>j�sgq�zglMfiw�q�w��Z�«n��q�yKq��ªjmsklMw�w%��n¢nijmsklMog�Qhk��n¢r�q�dkug��qLdgn¢q�w%o�­ jª��q�hk��q�w%q�o�jf�w%lM�Kokl}��r�fio�j�r�nK�bhgukjHf�jmlMnio�fi|�zgug�%dgq�opfiogd�r�fiopz>qJr�fi���%lMq�d�nKukj�lMo���q�fi|�jmlM�bqi�0c�|Mw�n�r�nK�%��q�|Cf�j�lMnKo�w�rHskq��bq�ws�f#yKq«fidkdgl}j�lMnKo�f�|¢�bq��bnK�*���%q�tvuglM�%q��bq�o�jmwZw%lMogr�q�jmsgqL|}lMogq�fi��hg��q�dglMr�jmlMnio(r�n¢q�öbr�l}q�o�jmwªfiokd{j�sgqLr�ni����q�|Cf�j�lMnKor�n¢q�öbr�lMq�o�j�s�f#yKq�j�nÖz>q�w*jmnK�%q�dÅ~3ni��q�firHsÕq�|}q��bq�o�j�ni~�q#f�rHsÕzglCf�wbyiq�r�j�nK���Ëv�u�j�q�yKq�oõl}oÅj�sgq�r�fiw�q�ni~��fio����%q��K�%q�w�w%lMnKo�r�|Cfiw%w�q�w�j�sgq(q�²¢jm��f©��q���ni�%��ogq�q�dgq�d�dgn¢q�w�o$­Êj�q ²kr�q�q�d R ËKË k v�� · sgq{�bnKw%jejmlM�bqpf�ogd�bq��bnK�%��r�nKogw%ug��l}og�«nKh6q��mf�j�lMnKo���q�|Cf�j�q�d��`l}j�s�jmskqJr�nK���%q�|Cf�jmlMnio�w%rHsgq��bq�w@lMw0jmsgqxq�w*jmlM��f�j�lMnKo�ni~�jmsgqJ|MlMokq#fi�hg�%q�dgl}r�jml}nKo¡h�fi�mf���q�jmq��%w«~3�%nK�¤jmskq�j��mfil}oglMog�{d�f�jHfk� · sgl}w��%q�tvugl}��q�w«jmsgq�f#y�filM|MfizglM|}l}jO�bni~ªf�|M|�jmskq�j��mfil}oglMog�d�f�jmfLugw�q�d�~3nK�'j�sgqªlMogl�jmlMfi|�w*�¢w%jmq�� Ð3�`sgl}rHs�l}o�nKug�Èr#f�w�qZ��f�w��bnK��q�jms�fio�fLsvugogdg�%q�d�j�sgnKugw�fiogd�w�q�ovj�q�ogr�q�wmÓ��¼�l}ogr�q«jmsgq�|MlMokq#fi�xhg��q�dglMr�jml}nKo�r�n�q�öbr�lMq�o�jmw�s�f#yiqQjmn�z>qeq�w%j�lM��f�jmq�d�~3nK�Jq�yKq��%��h�fil}�Jni~0q�|Mq���q�ovj�wJ~3nK�xq�yiq��*�zglMfiw@jmskq�r�nK�bhg|}q�²�l}jO��ni~�jmsgl}w�hg�%n�r�q�dgug�%qLlMw � ½ Ç Æ É Æ«�`sgq���q � lMw@j�sgq�ovug�pz>q��Zni~>�%q��K�%q�w�w%lMnKo{r�|Cfiw%w�q�wªf�ogdÆejmskqJdgl}��q�ogw�l}nKo�fi|}l}jO��ni~gj�sgqJw%h6q�q�rHsp~3��fi��q�� · sglMw�r�|Mq�fi��|���dgq�hglMr�jmw0jmsgqx��q�fiw�nKo�jmsgqxr�nK�%��q�|Cf�j�lMnKo�w�rHskq��bq�wr�niug|Md�oknij�z>qpfihghk|MlMq�d�nKo�j�sgqpjm��fiogw*~3nK����f�jml}nKo¡��f�j���l}r�q�w���¼�l}ogr�q�~3uk|M|Èjm��fiogw%~3ni����f�jml}nKo���f�jm�%lMr�q�wesgfyiqÆ Ç Æ(q�|Mq���q�o�jmw�j�sglMwJhg��n¢r�q�dgug��qQ�JnKug|}d©z>q<Æ ½ jmlM�bq�wxw�|}n��q�����f� ¢l}og��l�j�l}��hg��fir�j�lMr�fizg|MqLj�npq�w*jmlM��f�j�q�jmskq|Ml}ogq#f���hg��q�dglMr�jml}nKo\r�n¢q�öbr�l}q�o�jmw��

· sgqej���q�q«w�rHskq��bq�w�Ð�¼gÎ�cQ½Àfiogd©Î�ug|�jmlMw%r#fi|}q · �%q�qÓªs�f#yKq�f�|Mw�n�|Mn�õr�nK�bhgukjHf�jmlMnio�fi|g|}n�fidbw�lMokr�q�j�sgq��nKog|���q�w*jml}��f�j�qªzglCfiw0yKq�r�j�nK��w@fiogd�j�sgq�o�w��bn�n�jmsgq�w�j�sgq�� ugw%lMog�«q�tvu�f�j�lMnKo©Ð RKR Ó�~3ni�@¼kÎ�cQ½�fiogd�q�tvu�f�j�lMnKokwÐ ¹ Ó�fiogdÖÐ ¸ ÓJ~3nK�«Î¡ug|}j�lMw�r�fi|Mq · �%q�qi�

á���nK�´j�sgq�fiz6nyiq�dgl}w�r�ugw�w%lMnKo¡��q�r�nKokr�|Mukdgq�j�s�f�j«lMo\jmq����bw`ni~@×�åªà fiogd�r�nK�bhgukjmf�jml}nKo�fi|6|Mn�fid\jmskqr�ni����q�|Cf�j�lMnKo�w�rHsgq���q�w«fi��qej�sgqQz>q�w*j`rHsgnKlMr�qi� Ü ~�nKug��w�nK|}qer�niogr�q���o\lMw�j�sgqe×�åªà³j�sgq�o  »0»0à�l}w�nKug�x����w*jrHsgnKl}r�q��

ô«dÀÌ øór;n�i#j%k�nó²8¶±pqjÂÍ-n>lNnc dgq�jmfilM|}q�dÅfio�fi|���w%lMw{ni~ec�¼kàßh>q��%~3ni����fiogr�q\l}oÀj�sgq�r�nKo�jmq ²�j�ni~�fidgfihkjHf�jmlMnio±��fiw�ugogdgq��%jHf� iq�o'�³á�nK�w�ukh6q��%y¢lMw%q�d(fidgfihkjHf�jmlMnio��jmsgqx��q�r�nK�KoklM��q���yin�r�fizgug|Mfi�%����fiw�dgl}y¢l}dgq�d�lMo�jmn`��ni��dgw�w�q�q�opdguk��lMok�efidgfihkjHf�jmlMniofiogd\jmsknKw�q�jms�f�j«�Jq��%q�ogn�j#� · sgq�q����%nK��w«lMoWjmskq�fidgfihkjmq�d�f�w«�Jq�|}|0fiw`ugo�fid�f�hkjmq�d�w%�¢w*jmq��ß�Jq��%q:F4k¥�D�Û�H�¨jmnpj�sgq�w�q�q�o¡nK�Lugogw%q�q�o¡�JnK��d\r�|Cfiw%w�q�w���fiogd\h>q��%~3ni����fiogr�qe��filMokw�nyKq��Lj�sgq�ugo�fidgfihkjmq�d\w%�¢w%j�q��¤~3nK��q�firHs�JnK��dÅr#f�j�q��KnK�*�µ�Jq���q�fio�f�|}�¢w�q�d��Õá�nK�(ugokw�ugh>q��*y�l}w�q�dõfid�fih�jHf�j�lMnKo��Zyin�r�fizgug|Mfi�%�µ�JnK�%dgwb�Jq��%q�dkl}y¢lMdgq�d

Æ ¹

Page 29: S

×�nK�%d�½Z�%q�w�q�ogr�q · q�w*j�¼¢q�j ¿�o�fidgfihkjmq�d c�d�fihkj�q�dlMoWcedgfihkjHf�jmlMnio º�nyKq��mfi�Kq ¼¢�¢w��Z×�åªà ¼¢�¢w��ª×�åªà

º�ni����q�r�j�|}�¡¼�q�q�o Æ�äg� R � ¸ � ¸ � ¸ ��Ì"�Ü ogr�nK�%��q�r�jm|��¡¼�q�q�o RKR �æ � Ç¢� R � Ç�� R �

Î�l}w�w�q�d R äg� R � æ�� R � æk�Ë �¿«ogw�q�q�o ÌiËk��Æ"� ÆKÆ¢� R � Æ R � R �· nijmfi| R ËKË"� ävÌ¢�!Æ"� ä�ã���æ �

· fizg|Mq R Æ · ceogfi|}�¢w�l}wªni~'h>q��*~3nK����fiogr�q`��filMokwª~3ni�ªãKË�w%q�r�nKogdgwJni~�ugokw�ugh>q��*y�l}w�q�dWfid�fih�jHf�j�lMnKop~3nK�xfio�Î�à«áz�fiw%q�d�w�rHsgq���q

lMo�j�np~3nKug�Lr#f�jmq��inK��l}q�w · Ð3lEÓxj�sgnKw%q��`sklMrHsW��q���q�r�nK�%��q�r�jm|��Wfidgfihkjmq�dWjmn(jmsgq�lM�Lf�r�nKugw*jml}r�w���Ð3lMlCÓªjmsknKw�q��`sgnKw%q�bn�dgq�|Mw��Jq��%q�f�d�¶%ugw%j�q�d\jmn(jmskq��`�%nKog�bfir�nKugw%j�lMr�w«dkugq�jmn{lMogw%q��*jmlMnioWnK�Lw�ugzkw%jml�jmukj�lMnKo\q�����ni��w���Ð3lMl}lEÓ�jmsgnKw%q�`sgl}rHs��kjmsknKug�Ks©j�sgq�����q���q�fir�jmu�fi|}|}�bw�h>nK �q�o��g�Jq��%q���l}w�w�l}og��~3�%nK� j�sgq�fidgfihkjHf�jmlMnio�jm��fiogw�r���l}hkjml}nKogw�dkugqjmn{dgq�|Mq�jmlMnio¡q����%nK��w���fiogd�Ð�l�ygÓ�n�jmsgq��«ukogw�q�q�o��JnK�%dgw��

¼�q�yiq���fi|6l}o�jmq��%q�w*jmlMok��hgskq�ognK�bq�ogf��Jq��%q�nKzkw�q��*yKq�d��÷H�Ñ ÛVÑM�vf�zg��q�fi vdgn�`o©ni~>jmsgq«��fil}obl}o · fizk|Mq R Æ���jmskq~�fir�j«j�s�f�j�q�yiq�o�l}o¡niog|}�\ãiËbw%q�r�niogdgwQni~@w�h>q�q�rHs��6okq#fi�%|}�\s�fi|�~�j�sgq���nK�%dgw«lMo\jmsgq�jmq�w%j�w�q�jefi�%q�nKzkw�q��*yKq�d��H�Ø�F��Z¬Qug��fio�fi|���w%lMw�lMogdklMr#f�jmq�w0jmsgf�jLÐ3lEÓ�w%�¢w*jmq��bw�l}��hg�%nyKqJfi|M�bnKw%j0q�tvu�fi|M|���nKo�w%q�q�o{fiogdpugokw�q�q�op��ni��dgw�nKow�ukh6q��%y¢lMw%q�d^fidgfihkjHf�jmlMnio���fiw«q�²�h>q�r�j�q�d���Ð�l}lEÓJl}o�ugokw�ugh>q��*y�l}w�q�d^fid�fih�jmlMnio���ugogw%q�q�o���nK�%dgwQf�|Mw�n{l}��hg�%nyKqi�zgukj�fi�bnKog�(w%q�q�o��JnK��dgw���nKog|}��r�nK�%��q�r�jm|��\fid�f�hkjmq�d¡�JnK��dkw«l}��hk��nyKq��

Î èéYbU^_4\#]^ê�a�YbU^ê

Ü oµjmsklMw�hgfih6q����Jq©r�nK�bh�fi�%q�d¯f�ovug��z6q��pni~Ljm�%q�q âOz�fiw%q�d±fiokd¯q�²�hg|Ml}r�l�j�r�nK���%q�|Cf�jmlMnio��bn�dkq�|Mw�~3nK����fihgl}dfid�f�hkjHf�j�lMnKo'��l}ogr�|}ugdglMok��¼gÎ�ce½��KÎ�ug|}j�lMw%r#fi|}qJ�bn�dkq�|Mw���hk��q�dklMr�j�lMnKo���n¢dgq�|}w@f�ogd{Î�à«á@w�~3ni�@�mf�hglMd�w�h>q#fi �q��fid�f�hkjHf�j�lMnKo'��å@²�h>q���l}��q�o�jHfi|��%q�w%ug|}j�w�nKo�¼¢�`l}j�rHs¢z>n�fi�%d��Èw�uk����fi��l}��q�d�lMo�á@l}�Kug�%q{Ì���w%sgn�Ôjmsgf�j�fi|}|@dgq âh>q�ogdgq�ogr��\�bn¢dgq�|}w��¢lMq�|}dW�K��q�f�jmq��L��q�dgugr�j�lMnKo\l}o©×�åxà Ðnm R �´fizgw%nK|Mu�jmqÓJfir��%nKw�w«f(�mfiok�KqQni~�r�nKokdgl}j�lMnKogw

Æ ¸

Page 30: S

jmsgfio­Î�»Íjmq�rHsgogl}t¢ukq�w��`sgl}rHsÕdgnµoknij©q ²khk|MnKl�j�hgfi�mfi�bq�j�q��bdgq�h>q�okdgq�ogr�qi� Ü oõf�dgdgl}j�lMnKo'�Jjmskq�r#f�w�r#f�dgqÎ�»0»0à �bq�j�sgn�d�dgq�yiq�|Mnih6q�d�l}o�jmsgl}w��JnK�� ¡�`l}j�s�jmsgqpzklCfiwQw%��n¢nij�sglMog��nKukj�h6q��%~3nK�%��w«jmsgq(r�nKo�yKq�o�j�lMnKo�f�|Î�»0»0àßfid�fih�jHf�j�lMnKo±�bq�jmskn�dÀlMoÀz6n�jmsÀw�ugh>q��*y�l}w�q�dõfiogdÀugogw%ugh6q��%y¢lMw%q�dÕ�bn¢dgq�w���fiogdÁfi|M|�fi��niugo�jmw{ni~fid�f�hkjHf�j�lMnKoWdgf�jHfpjmsgf�j`��q�q�²kfi�blMokq�d��

39

40

41

42

43

44

45

0 10 20 30 40 50 60 70

Wor

d E

rror

Rat

e

Seconds of adaptation speech

Block MLLR UnsupervisedBlock MLLR SupervisedCascade Unsupervised

Cascade SupervisedSmoothed Cascade Unsupervised

Smoothed Cascade Supervised

á@l}�Kug��qJÌ · ×�nK��d�åZ���%nK�@à«f�j�q�w0~3nK��v�|Mn¢rH �Î�»0»0à���º�fiw%r#fidgq�Î�»0»0àÀf�ogd(º�fiw%r#fidkqLÎ�»0»0àµ�`l}jms�w��bn¢nijms�âlMok�bn�~@zglMfiw�q�w`lMoWw�ukh6q��%y¢lMw%q�d�f�ogd�ukogw�ugh>q��*y¢lMw�q�d��bn�dkq�w«fiogd\dgl��'q���q�o�j�fi�bnKugo�jmw`ni~@fid�f�hkjHf�j�lMnKoWdgf�jHfk�

×Öq`��ogdbjmsgq`y�fi��l}nKugwªdgq�h6q�ogdgq�okr���w�rHsgq���q�wJjmn�z6q`r�nK��h>q�j�l}j�l}yKq��@c���nKok��j���q�q âOw*jm��ukr�jmuk��q�d���n¢dgq�|}w��jmskq��pug|�jml}w�r#f�|Mq�jm�%q�qph>q��*~3nK���bwef�|Ml}j%jm|}q�z6q�j�jmq����6h�fi�%j�lMr�ug|Cfi�%|}�©~3ni��ugokw�ugh>q��*y�l}w�q�d�f�d�fihkjmf�jml}nKo��`×Öq�fi|Mw%n��ogd���l}rHsgq��`dgq�h6q�ogdgq�okr�q�w*jm�%ugr�j�ug��q�jmnbz6q�w%|MlM�isvj�|}��z6q�ogq��gr�lCf�|®� · sgq��%q�l}wLogn��KfilMoW~3��ni�´jmsgq�ugw%q�n�~@jmskq�K|}nKz�fi|�Î�»�zglCfiwxlMo{jmskq��puk|}jml}w�r�fi|MqL�bn�dkq�|®��hk��nKz�f�zg|}�(dkugq«j�n�j�sgq«~�f�r�jxjms�f�jxl}wJogn�jJl}ogdgq�h6q�ogdgq�o�j�ni~�jmskqr�|Mfiw�w5âOzglMfiw�q�w�Ð�r�niogw�l}dgq��%q�dp¶%nKlMo�jm|��kÓ��

ãKË

Page 31: S

²PÇ´Ï�ÐÒÑ²Ó .`ØÔ,ÖÕ h ØÔÐbs2°· sgl}w���f�jmq���lMfi|'l}w«zgfiw�q�d�ugh>nKo��JnK�% Ww�ughgh>nK�*jmq�d�zv�Wj�sgq(�ef�j�lMnKo�f�|0¼�r�l}q�ogr�q�á�nKukogd�f�j�lMnKo\ugogdkq��eô���fio�j��nk�Ô× Ü%Ü ¼vâ ¸ Ç�ã�Æiã ¹K¹ ��f�ogdµr#f�����l}q�d�nKukj�f�j�j�sgq R#¸K¸K¹ ×ÖnK�% vw�sgnKh¯nioµ»0fiog�Kugfi�Kq�åªok�KlMogq�q��%lMog�g�@º�q�o�j�q��~3nK��»0fiog�Kugfi�Kqbfiogdµ¼�h6q�q�rHs¯½Z�%n�r�q�w�w%lMog�k��¾inKskogw��«nKhg vlMokw�¿«ogl}yiq���w%l}jO�i�©ceo���nKhgl}oglMniogw��È��ogdklMog�Kw��@f�ogdr�niogr�|}ugw�l}nKogwbnK�{��q�r�nK�b��q�ogd�f�j�lMnKogw{q ²khk��q�w%w�q�d�l}oÀj�sglMw{��f�jmq���lMfi|Lfi�%q¡j�sgnKw�q¡ni~Qj�sgq�fiukjmsknK��w�fiogdÅdgnognij�ogq�r�q�w%wmfi�%lM|��Á�%q�Þ�q�r�j�j�sgq�y¢l}q��`w©ni~ejmsgqÔ�ef�j�lMnKo�f�|«¼�r�l}q�ogr�q�á�nKugogdgf�jml}nKoÁnK� · sgq�¾inKsgogwW�«nKhg vlMokw¿�okl}yKq���w%l}jO�K�

ã R

Page 32: S

�Ãì±_KìQXªìQU^_«ì�ê

Ä R É�Î��gc«�g~E�K��Ø(�>ô�nKog�g��¾k�g��f�jmnio��¤#mº�nK�%��q�|Cf�j�lMnKo8v�fiw�q�d�½Z��q�dglMr�jml�yKq�cedgfihkjHf�jmlMnio¡¬Q~@��l}dgdgq�o�Î�fi�� �n.yÎ�n¢dgq�|}w���%�½Z�%n�r���åªuk��nKw%h6q�q�rHs ¸ Ç¢�>hkh��>ÆiË�Ì ¸ â*ÆiËKæKÆ��kà`sgn¢dgq�w��>ô��%q�q�r�qi�

ÄÊÆ�É�¼6��Î���c�s�fidgl���½��!ºe�0×�n�n¢dg|Cf�ogd���%vº�nK�pzgl}ogq�dÙv�f#�Kq�w%lCfioÖceogd±½Z��q�dglMr�jml�yKq · q�rHskoglMtvugq�w{á�ni��à«fihgl}d¼�h>q#fi �q��bced�fih�jHf�j�lMnKo±ni~Qº�nKo�jml}o¢uknKugw  q�ogw%l}jO�±�«lMdgdgq�oÕÎ�fi�� �n.yÁÎ�n¢dgq�|Mw���%�º�nK�bhgukjmq���¼�h6q�q�rHsfiogd¡»0fiog�Kugfi�Kq RKR �ghkh�� R¹ Ç.â5ÆiËKæk� R¸K¸ Ç��

Ä ã�É�× �JvJ�¢��ogq��~#mô�q�okq��mf�|MlM��f�jml}nKo{fiogd©Î�f�²�lM��ug� »ÈlM �q�|Ml}sgn¢n�d(~3��ni�°¼���fi|M|  f�jHf�¼�q�j�w���%�ÚÉD'URF�Ñ«Û�ÜÝܤܸiÞ ÚTß^U<D�TRB4mUH¦ÅU�Ú©à�HAE�D�¥�2Cà�H�Ø�á(U<D'TRB¤*�U<D Þ §�ÛiÚ>¥�2AÚÉD�URF'H'B'B�§EÚ¢Ûi� R#¸K¸ ãk�

ÄþäiÉ�× ��vx���%ogqi�@c��@ô�ugogf��fi�%d�fio�fk��fiogd±¼6� k svugd�fioghkug���V# Ü o�~3nK����f�jml}nKo�ô�q�nK�bq�jm�*��fiogd¯åxÎ �xfi�%l�âfio�jmw��z%bw�ugzk��l�j�jmq�dWjmn�ÛܤܤÜ�)�D%¥iÚ>B�Ñ©U�Ú Þ §�ÛiÚ>¥�2AÚÉD�URF'H'B'B�§EÚ¢Ûi�

ÄÊÌ�É�¼6��¼6��º�sgq�o���½��  q¼�niug�#fk�I#m¼�h>q#fi �q��`ced�f�hkjHf�j�lMnKoâvx�©r�ni����q�|Cf�j�lMnKo^Ð�c�v�ºLÓ���%�½Z�%n�r���åZug��nKw%h6q�q�rHs ¸ Ç��à«skn�dgq�w��>ô���q�q�r�q��

Ä æ�É k ��º�sgnKu'��c���×­l}|M|}w� ��K�ifiogd{c���v�q�o�yKq�oglMw*jmq���#�Î�ug|}j�lMw%r#fi|}q���q�r�ug�%w�l�yKq`q�w*jmlM��f�j�lMnKo���d�f�jmfe~3ugw�l}nKo���f�ogd��q��Kug|Cf���lM��f�jml}nKo���%�Û�ÜÝܤÜ�)�D%¥iÚ>B�Ñrã£E¢Ø�U<¦b¥iØ�§®F�äÉU�Ú�Ø.D�Uå2 �gy>��ã ¸ �ghgh'��ä�æiäåæ¢ä�Ç ¹ ��Î�fi��� R¸i¸ äg�

ÄÊÇ�É�¼6��¾k��º�n#²6�z%v¼¢h6q�fi iq��Jc�d�fihkjmf�jml}nKo(¿�w%lMog��cõ½Z�%q�dgl}r�jml�yKq«Î�n¢dgq�|®��%�½ª�%n�r��ini~6åZug�%nv¼�h>q�q�rHs'��hgh'��ÆKÆ ¹ ã�âÆKÆ ¹ æ��?v�q���|Ml}o�� R¸i¸ ãk�

Ä ¹ Éð�p�  lCfi �nK|Mniug �fiw«fiogd ���  l}��fi|Cf� ¢l}w��Ý#%c�d�fihkjmf�jml}nKo¡ni~x��l}dgdgq�o^Î�fi�� �ny^Î�n¢dgq�|MwQ¿«w�l}og�\Î�ug|�jml}hg|Mq¼¢jmn¢rHs�fiw*jml}r · ��fiogw%~3ni����f�jml}nKogw���%�ÛܤܤÜ�)�D%¥iÚ>B�Ñ Þ ¦mH'H'F4\¥iÚ>¨�ã£Eg¨i§®U¯ÚÉD�URF'H'B'B�§EÚ¢Ûåç6jmnbfihgh>q#fi���

Ä ¸ Éð�p�  lM��f�|Cfi vlMw��  ��àJj�lMw�rHskq�y(f�ogd{»Z���«q�ug�bq��iq����^#m¼¢h6q�fi iq���ced�f�hkjHf�j�lMnKop¿�w�l}og��º�nKokw%jm��filMokq�d{à`q�q�w5âjml}��f�j�lMnKo�ni~ªô�fiugw%w�lMfio�Î�l�²¢jmuk��q�w��z%]ÛܤܤÜè)�D%¥iÚ>B�Ñ Þ ¦mH'H'F4�¥iÚ>¨�ã£Ek¨i§®U�ÚÉD�URF'H'B'B�§EÚ¢Ûåç'hkh���ã�ÌKÇ�æ¢ãKæKæk�¼�q�h�j#� R¸K¸ Ì��

Ä R Ë�É�Î���ô�f�|Mq�w��é#mº�|Mugw*jmq��Åc�d�fihkj�l}yKq · �mfil}oglMog� á�nK�ż�h>q�q�rHsßà«q�r�nK�iogl}j�lMnKo���%dÚÉD�URF�Ñ¥Û Ú�ØKHAD Ú>¥iØ�§®U�Ú>¥�2äÉU�Ú�*�ÑqU�Ú Þ ¦mURTVH�Ú¬9�¥iÚ¢Û�Ek¥Û�H�ÚÉD�URF'H'B'B�§EÚ¢Ûåç R#¸K¸K¹ �kj�nbfihgh>q#fi���

ã�Æ

Page 33: S

Ä RKR É�c�� k fiogo�f�o��l㫨�¥�¦>Ø-¥iØ�§®U�Ú UO* Þ ¦mH'F�Ø�D%¥�2¯)�D%¥&ê�H'F�Ø�U<D Ù�ÒÎU�¨�H32èB³*�U<DJ9~ë~ä Þ £��­½Zs  j�sgq�w%lMw��lvJnKw%j�nKo¿�ogl�yKq���w�l�jO�K� R¸i¸ Ç��

Ä R Æ�É�c�� k fioko�fioÀfiogdÁÎ��x¬Qw%j�q�ogdgni�%~5�h#mÎ�n¢dgq�|}lMog�^dgq�h6q�ogdgq�ogr�q�lMoÀfid�fih�jHf�j�lMnKo¯ni~efir�nKugw%j�lMrW�bn�dkq�|Mwugw�l}og�^�pug|�jml}w�r#f�|Mq�j���q�q¡hk��n¢r�q�w%w�q�w���%¯lMo±ÚÉD�URF�ÑHÜÉE0D�UH¦mH�¥iÚ�äÉU�Ú�*�Ñ£U�Ú Þ ¦mH'H'F4;äÉU<¦§¦�Ñ�¥iÚ>¨;)�H'F4>ÑM�hgh�� R¹ æKã¡æ R¹ æKæk� R¸K¸ Ç��

Ä R ã�É�ºe�.»Èq��K�Kq�j�j�q���fiogd�½��×�n�n¢dg|Cf�ogd��y#mÎ�f.²kl}�pug�Ï»Èl} iq�|}lMsgn¢n¢d�»ÈlMogq�fi�0à«q��K��q�w�w%lMnKo�~3nK��¼�h>q#fi �q���ced�fih¢âjHf�j�lMnKo�ni~Lº�nKo�jml}o¢uknKugw  q�ogw�l�jO����l}dgdgq�oµÎ�fi�% inyÖÎ�n�dkq�|Mw��z%ìäÉU<¦e¦ÐE¢Ø�HAD Þ ¦mH'H'F4Ö¥iÚ>¨:9�¥iÚ¢Û�Ek¥Û�Hçhgh�� R Ç R æ R¹ Ì¢� R¸K¸ Ì��

Ä R äiÉ�Î���»Èugq�j%jm�Kq�o���× � k fi��|��gc��g×­l}|M|Mw% ��K��fiokd�à�� · q�ogogq��K�¸#mÎ�ug|�jml}w�r#f�|Mq���q�hg��q�w�q�ovjmf�jml}nKogw«ni~ªÎ�fi�� �n.y�mfiokdgnK�é�gq�|Mdkw���%]Û�ÜÝܤÜ�)�D%¥iÚ>B�ÑÁU�Ú Þ §�ÛiÚ>¥�2AÚÉD'URF�ÑM��y6��ä R �ghgh���ãiã�ÇKÇ�æ�ãiã ¸ æk�  q�ri� R#¸K¸ ãk�

Ä R Ì�É�»Z�j��q�ug��q��Kq����>c��>¼kfiok �f���f�ogd:���  lM��f�|Cfi vlMw��~#*c º�nK��hgfi�mf�j�l}yiq�¼vjmugdk�©ni~ª¼�h>q#f� iq��«cedgfihkjHf�jmlMnio· q�rHsgogl}t¢ukq�w�%k�yÚÉD�URF'H'H�¨i§EÚ¢Û<B#UO*lÜÉE�D�UH¦mH�¥iÚ²äÉU�Ú�*�HAD�H�Ú$F'H±U�Ú Þ ¦mH'H'F4ÔäÉU<¦§¦§E¢Ú�§®F�¥iØ�§®U�Ú\¥iÚ>¨Ô)ÐH'F4¢Ú$Uå2íiU�ÛiÙ��khgh�� RKR ÆiÇ�æ RKR ãiËk��Î�f�dg��l}d���¼�h�f�lMo�� R#¸K¸ Ì��

Ä R æ�É�4¢Ø�Ø ¦Cî�ï ïyáIáIá�Ñ.F32èBO¦$Ñ ê�4�E>Ñ.H�¨�E¡ïyáµBñð"ò�ï�¦ÐD�UOê�H'F�Ø�BÂï'¥�¨�¥�¦>Ø��Ä R Ç�É�¬p��à«nKokq�o f�ogd Î���¬Qw%j�q�ogdknK�%~5�²#%c  q�h>q�okdgq�ogr�q · ��q�qÁÎ�n¢dgq�|{ni~©½ZsgnKogqÕº�nK���%q�|Cf�jmlMnio��z% l}o

ÚÉD'URF�ÑCÛ/äMã ÞjÞ Ú���yKnK|���Æ���hgh�� ¹ Çiã¡æ ¹ Ç�æk��Î�f#� R#¸K¸ æk�

Ä R¹ É�c��'¼kfiog �fi��fiogd^ºe� âO���6»0q�qi�l#*c Î�f.²kl}�pug� »ÈlM �q�|Ml}sgn¢n�d¡cehghk��n�firHs�jmn\¼¢j�n�rHsgfiw%j�lMr(Î�f�jmrHsgl}og��~3ni�à«nizgugw%j�¼�h>q�q�rHs�à`q�r�nK�Kogl�jml}nKo���%<ÛܤܤÜó)>D%¥iÚ>B�Ñ Þ ¦mH'H'F4p¥iÚ>¨�ã£Eg¨i§®U�ÚÉD'URF'H'B'B�§EÚ¢Ûåç¢hkh�� R#¸ Ë¡ækÆiËKÆ��KÎ�f�R¸K¸ æ��

Ä R¸ É(ve�0¼�sgfisgw�sgfis�fiogl���#%c Î�fi�% iny�à«fiogdgnK��á@lMq�|Md�c�hghg�%n�firHs�jmnôv�f#�Kq�w�lCf�oµ¼�h>q#f� iq���c�d�fihkjmf�jml}nKo���%ÛܤܤÜè)�D%¥iÚ>B�Ñ Þ ¦mH'H'F4�¥iÚ>¨hã£Eg¨i§®U�ÚÉD�URF'H'B'B�§EÚ¢Ûåç6hgh�� R¹ ã�æ R¸kR �gÎ�fi�%rHs R¸i¸ Ç��

ÄÊÆiË�É k �¢¼�sglMokn�d�f�fiogd�ºxâ5���¢»0q�qi��#m¼¢j���ugr�jmug��fi|6Î�cQ½µw%h6q�fi iq���fid�f�hkjHf�j�lMnKo{ugw%lMog��sglMq��mfi�%rHsglMr�fi|�hg�%lMnK�%w���%lMo²ÚÉD�URF�Ñ~Û�ÜÝܤÜbß U<D�TRB4mUH¦CU�Ú$ã£E¢Ø�U<¦b¥iØ�§®F Þ ¦mH'H'F4�£�H'F'U�ÛiÚ�§EØ�§®U�Úµ¥iÚ>¨éõ0Ú>¨�HAD�B�Ø-¥iÚ>¨i§EÚ¢Ûi��hkh��Èã ¹kR æã ¹ Ç�� R¸K¸ Ç¢�

ãKã

Page 34: S

ÄÊÆ R É�à���Î��«¼¢j�q��%o���fiogd ¾k�!Î���»0fiw%�%�i�z%  �¢o�f���l}r�¼�h6q�fi iq���c�d�fihkjmf�jml}nKoõ~3nK�¡á�q#f�j�ug��q âOv�fiw%q�d Ü w�nK|Mf�jmq�d×Öni��d\��q�r�nK�Kokl}jml}nKo���% · ��fiogw�� Ü åxåªåÕcQ¼g¼k½@â5ã�ÌkÐ�æ�Ó �ghgh��>ÇKÌ R â*ÇiæKÆ�� R¸i¹ Ç��

ÄÊÆKÆ�É�¼6�fØxnKugog�g��¾k��¾Kf�ogw�q�o��x¾k��¬Qdgq�|M|��  ��¬Q|M|Cf�w�q�o'��½��0×�n�n¢dg|Cf�ogd��³)r4mHbÑ�)röd÷±URURT´ø¡ëÐHAD'B�§®U�ÚFù�Ñ�úû��åZovj���nKhklMr�º�fi�pzk��lMdk�Kq�à«q�w�q�fi��rHs�»�f�z6nK��f�jmni�%�K� R¸K¸ Ì��

ãiä