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Marathon Toulouse Métropole : Résultats du relais
 

Marathon Toulouse Métropole : Résultats du relais

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28 octobre 2012

28 octobre 2012

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    Marathon Toulouse Métropole : Résultats du relais Marathon Toulouse Métropole : Résultats du relais Presentation Transcript

    • ϰϭ͗ϭϭ͗ϯϬ ϴϵϯ dKEZW dKEZW ϴϮ ϯϮ͗Ϭϭ͗ϯϬ ϲϮϭ ŶŽƚůĂ ĞŚd ŶŽƚůĂ ĞŚd ϳϮ ϲϱ͗ϴϬ͗ϯϬ ϲϱϰ ĐŶĂŐĂ ĞĚ >/ ZdW  ĐŶĂŐĂ ĞĚ >/ ZdW  ϲϮ ϴϯ͗ϴϬ͗ϯϬ ϭϲϯ E Z& Z/ E Z& Z/ ϱϮ ϯϰ͗ϲϬ͗ϯϬ Ϭϯϭ D / D d D / D d ϰϮ ϯϬ͗ϲϬ͗ϯϬ ϯϰϰ ƐŝĂůĞĚƌŽ ƌƵĞů ƚĞ ƐĞŐŶĂƌKΖ ƐĞů ƐŝĂůĞĚƌŽ ƌƵĞů ƚĞ ƐĞŐŶĂƌKΖ ƐĞů ϯϮ ϳϰ͗ϱϬ͗ϯϬ ϲϵϰ ϭ ^W d^ ϭ ^W d^ ϮϮ ϲϮ͗ϱϬ͗ϯϬ ϴϭ ^>> ^>> ϭϮ ϴϭ͗ϱϬ͗ϯϬ ϳ ƵĂŚůĂĐ ĞĚ ŵƵŚ Ă ƵĂŚůĂĐ ĞĚ ŵƵŚ Ă ϬϮ ϮϬ͗ϱϬ͗ϯϬ ϭϳϰ Ϯ ŵĂĞd ƌĂƚƐŽƐ/ Ϯ ŵĂĞd ƌĂƚƐŽƐ/ ϵϭ Ϭϱ͗ϯϬ͗ϯϬ ϱϳϮ ƐŶŝƉƵůůĂŐ ƉŽƚ ƐĞů ƐŶŝƉƵůůĂŐ ƉŽƚ ƐĞů ϴϭ ϴϬ͗ϯϬ͗ϯϬ ϰϱϰ ^ ĐĂŶŐĂů ĞĚ ƐĞůůŝ& ƐĞ> ^ ĐĂŶŐĂů ĞĚ ƐĞůůŝ& ƐĞ> ϳϭ ϳϱ͗ϮϬ͗ϯϬ ϬϱϮ E Z& ^  E Z& ^  ϲϭ ϱϰ͗ϬϬ͗ϯϬ Ϭϰϰ E/>>h: E/>>h: ϱϭ Ϯϯ͗ϵϱ͗ϮϬ ϰϱϯ D>   ^>>/& ^> D>   ^>>/& ^> ϰϭ ϲϱ͗ϴϱ͗ϮϬ ϱϵ ZhdEs dZKW^ K^^/d ZhdEs dZKW^ K^^/d ϯϭ ϳϱ͗ϰϱ͗ϮϬ Ϯϱϰ K Θ E,^ K Θ E,^ Ϯϭ ϳϱ͗ϯϱ͗ϮϬ ϱϮϮ ϭ ZZD/> EK>,d h ϭ ZZD/> EK>,d h ϭϭ ϴϭ͗ϯϱ͗ϮϬ ϳϰ E yKZ ͘d & ^dK:Z  ^> E yKZ ͘d & ^dK:Z  ^> Ϭϭ ϯϮ͗Ϭϱ͗ϮϬ ϴϬϱ Ϯ ůŝĞƐŶŽ ŐŶŝŶŶƵZ Ϯ ůŝĞƐŶŽ ŐŶŝŶŶƵZ ϵ Ϭϭ͗Ϭϱ͗ϮϬ ϬϭϮ Ϯ ^Z/WDKW ^ Ϯ ^Z/WDKW ^ ϴ ϴϰ͗ϴϰ͗ϮϬ ϵϰϯ /^ h& ht /^ h& ht ϳ ϴϮ͗ϳϰ͗ϮϬ ϴϱϭ ϭ Ϯϯϲ ĠůŚƚ ϭ Ϯϯϲ ĠůŚƚ ϲ ϬϮ͗ϰϰ͗ϮϬ ϳϭ ĞŵƵƚŝď ƵĚ džƵĞŝĚ ƐĞ> ĞŵƵƚŝď ƵĚ džƵĞŝĚ ƐĞ> ϱ Ϭϱ͗ϭϰ͗ϮϬ ϳϬϮ ϭ ^hK>hKd ^Z/WDKW ^ ϭ ^hK>hKd ^Z/WDKW ^ ϰ ϰϰ͗Ϭϰ͗ϮϬ ϰϳϰ ^ E/>hD ^> ^ E/>hD ^> ϯ Ϭϰ͗ϳϯ͗ϮϬ Ϭϭϱ ŚĐƵ ƚƌŽƉƐƌĞƚŶ/ ŚĐƵ ƚƌŽƉƐƌĞƚŶ/ Ϯ ϯϭ͗ϴϮ͗ϮϬ ϴϲϰ ϭ ŵĂĞd ƌĂƚƐŽƐ/ ϭ ŵĂĞd ƌĂƚƐŽƐ/ ϭůĞŝĐŝĨĨKƐƉŵĞd ĚƌĂƐƐŽ ŵŽŶĠƌW ŵŽE ĞĐĂůW Z> /^ ^Z d, dKh>Kh^ ϮϬϭϮ
    • ϵϭ͗ϲϮ͗ϯϬ ϴϯϭ > hK& EK< ^< > hK& EK< ^< ϭϲϯϬ͗ϲϮ͗ϯϬ ϲϴ ŵĂĞƚ ƐƵŝƌƵ& ŵĂĞƚ ƐƵŝƌƵ& Ϭϲϰϭ͗ϱϮ͗ϯϬ ϭϴϰ ^/K> K ^> ^/K> K ^> ϵϱϰϬ͗ϱϮ͗ϯϬ ϯϱϰ ĚƌĂŐĞƌ ŶƵ ƌƵŽƉ ƌŝƌƵŽ ĚƌĂŐĞƌ ŶƵ ƌƵŽƉ ƌŝƌƵŽ ϴϱϭϯ͗ϰϮ͗ϯϬ Ϭϵϯ  ^^ D^  ^^ D^ ϳϱϬϭ͗ϰϮ͗ϯϬ Ϯϰϰ ƌŝŶĞǀ ΖĚ ĞƌƌĞd ĞƐƵŽůƵŽd LJƌĂƚŽZ ƌŝŶĞǀ ΖĚ ĞƌƌĞd ĞƐƵŽůƵŽd LJƌĂƚŽZ ϲϱϴϬ͗ϰϮ͗ϯϬ Ϯϰϭ ϰdžϰ ƐĞ> ϰdžϰ ƐĞ> ϱϱϮϬ͗ϰϮ͗ϯϬ Ϭϴϰ Ϯ &Z Ϯ &Z ϰϱϭϱ͗ϯϮ͗ϯϬ ϭϭϰ D/tK,d D D/tK,d D ϯϱϭϱ͗ϯϮ͗ϯϬ ϴϳ ƐŶĂLJŶĞŬ ƐĞů ƐŶĂLJŶĞŬ ƐĞů ϮϱϬϯ͗ϯϮ͗ϯϬ ϬϮϮ EK/^^ W >  ^d/hZ& EK/^^ W >  ^d/hZ& ϭϱϯϭ͗ϯϮ͗ϯϬ ϳϱϭ Ϯ ^ t Ϯ ^ t Ϭϱϲϰ͗ϮϮ͗ϯϬ ϵϴ ĞůůŝƵĞď Ăů ƐĂLJĂŵ ƐĞů ĞůůŝƵĞď Ăů ƐĂLJĂŵ ƐĞů ϵϰϳϯ͗ϮϮ͗ϯϬ ϰϵϯ ĞƐƵŽůƵŽd ĞĚ ĞŝƌŝĂD ĞƐƵŽůƵŽd ĞĚ ĞŝƌŝĂD ϴϰϮϰ͗ϭϮ͗ϯϬ Ϯϯϭ ŶŝĂŵ ĞƵƋĂŚĐ ƐŶĂĚ ŽũƌĂď ŶŽƌƚŝĐ ƐŽƌŐϭ ŶŝĂŵ ĞƵƋĂŚĐ ƐŶĂĚ ŽũƌĂď ŶŽƌƚŝĐ ƐŽƌŐϭ ϳϰϬϰ͗ϭϮ͗ϯϬ ϵϴϮ ϰ E Z&  hYE  ϰ E Z&  hYE  ϲϰϵϬ͗ϭϮ͗ϯϬ Ϯϴ ϭ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ ϭ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ ϱϰϱϱ͗ϬϮ͗ϯϬ ϭϱϰ ƐĚŝŬ ĠƚĂƌĂ< ƐĞ> ƐĚŝŬ ĠƚĂƌĂ< ƐĞ> ϰϰϬϯ͗ϵϭ͗ϯϬ ϱϯϯ ϭ &Z ϭ &Z ϯϰϭϮ͗ϵϭ͗ϯϬ ϯϱϭ ^Z/DK>K D ZK&EK ^Z/DK>K D ZK&EK Ϯϰϭϱ͗ϴϭ͗ϯϬ ϬϲϮ KdE KdE ϭϰϬϯ͗ϴϭ͗ϯϬ ϴϱ ŵĂĞƚ ĞŝƉŽŝƚŶĞ< ŵĂĞƚ ĞŝƉŽŝƚŶĞ< ϬϰϴϮ͗ϴϭ͗ϯϬ Ϭϰϯ Z ^^  Z& Z ^^  Z& ϵϯϳϯ͗ϳϭ͗ϯϬ Ϯϵϰ Dh/>> D Dh/>> D ϴϯϳϮ͗ϳϭ͗ϯϬ Ϭϲϰ K^h,Ζ> d^ , K^h,Ζ> d^ , ϳϯϵϱ͗ϲϭ͗ϯϬ ϳϬϱ ĞŶK ŵĂĞd ĞŶK ŵĂĞd ϲϯϬϭ͗ϲϭ͗ϯϬ ϵϲ ĐŝŶŽd ĞnjƵ^ ƐĞ> ĐŝŶŽd ĞnjƵ^ ƐĞ> ϱϯϲϬ͗ϲϭ͗ϯϬ ϲϯϰ ĞƐŝƉĞƌƚŶΖĚ ƚƌŽƉ^ ƐĠŶĠƌLJW ŝĚŝD ĞƵŐŝ> ĞƐŝƉĞƌƚŶΖĚ ƚƌŽƉ^ ƐĠŶĠƌLJW ŝĚŝD ĞƵŐŝ> ϰϯϲϬ͗ϲϭ͗ϯϬ ϳϰϰ >d > >d > ϯϯϱϭ͗ϰϭ͗ϯϬ ϳϯϯ ϯ &Z ϯ &Z ϮϯϴϬ͗ϰϭ͗ϯϬ ϭϭϱ ϭ ůŝĞƐŶŽ ŐŶŝŶŶƵZ ϭ ůŝĞƐŶŽ ŐŶŝŶŶƵZ ϭϯϴϬ͗ϯϭ͗ϯϬ ϯϱϯ  E >  ϲs ^>  E >  ϲs ^> Ϭϯϰϯ͗Ϯϭ͗ϯϬ Ϯϰϯ KWKZd^ KWKZd^ ϵϮ
    • ϳϮ͗Ϯϯ͗ϯϬ ϵϳϰ ^EhY> ^ EK>,d  ^EhY> ^ EK>,d  ϰϵϲϬ͗Ϯϯ͗ϯϬ ϳϮϭ ĂďŝƵŐĂůĂď ĂďŝƵŐĂůĂď ϯϵϱϱ͗ϭϯ͗ϯϬ ϬϴϮ ϲ >K/Z d/Z ϲ >K/Z d/Z Ϯϵϯϱ͗ϭϯ͗ϯϬ Ϭϯϰ ƐŝƌĂW ŚĐĞƚŽLJů ƐŝƌĂW ŚĐĞƚŽLJů ϭϵϯϯ͗ϭϯ͗ϯϬ ϭϭϯ ƐƌĞŝĚŶĂĐƌ ƐĞ> ƐƌĞŝĚŶĂĐƌ ƐĞ> Ϭϵϲϭ͗ϭϯ͗ϯϬ ϭϰϰ K>/ Ͳ йϮϬϭ ^> K>/ Ͳ йϮϬϭ ^> ϵϴϬϬ͗ϭϯ͗ϯϬ ϰϬϰ ^hK>hKd <Z W /E/s ^hK>hKd <Z W /E/s ϴϴϱϰ͗Ϭϯ͗ϯϬ ϱϲϯ ϯDW ϯDW ϳϴϮϰ͗Ϭϯ͗ϯϬ Ϯϴϰ ϰ &Z ϰ &Z ϲϴϴϭ͗Ϭϯ͗ϯϬ ϳϬϰ dh Eh > W^h dh Eh > W^h ϱϴϬϬ͗Ϭϯ͗ϯϬ ϴϴϮ Ϯ E Z&  hYE  Ϯ E Z&  hYE  ϰϴϲϰ͗ϵϮ͗ϯϬ ϯϰϭ LJůŝŵĂĨ ĞŚƚ LJůŝŵĂĨ ĞŚƚ ϯϴϱϮ͗ϵϮ͗ϯϬ ϭϱ ƐĞŵĂĚ ĞĚ ƐĞůƀƌĚ ƐĞů ƚĞ Đŝƌ ƐĞŵĂĚ ĞĚ ƐĞůƀƌĚ ƐĞů ƚĞ Đŝƌ ϮϴϯϮ͗ϵϮ͗ϯϬ Ϭϱ ĂƌďĂĚĂĐĂƌď ĂƌďĂĚĂĐĂƌď ϭϴϱϭ͗ϵϮ͗ϯϬ Ϭϳϭ ƌĞƚ ϮϯϲĠůŚƚĂ ƌĞƚ ϮϯϲĠůŚƚĂ ϬϴϮϱ͗ϴϮ͗ϯϬ ϯϴϯ ^>KK DW ^>KK DW ϵϳϵϰ͗ϴϮ͗ϯϬ Ϭϯϯ ϭ >hdhD d/Z ϭ >hdhD d/Z ϴϳϮϯ͗ϴϮ͗ϯϬ ϯϮϯ ƚƌĂŬŽůŽĐ Ă> ƚƌĂŬŽůŽĐ Ă> ϳϳϵϮ͗ϴϮ͗ϯϬ ϱϴϯ ^/dZK& E/Z K Z ^/dZK& E/Z K Z ϲϳϱϭ͗ϴϮ͗ϯϬ ϵϭϯ ŶŝnjŶŝnj ƐĞů ŶŝnjŶŝnj ƐĞů ϱϳϴϬ͗ϴϮ͗ϯϬ ϭϵ y h ^Z d^ ^> y h ^Z d^ ^> ϰϳϯϬ͗ϴϮ͗ϯϬ ϳϱϮ ĞŶŝĂůW Ăů ĞĚ ŽŽůƌĞƚĂt ƐĞ> ĞŶŝĂůW Ăů ĞĚ ŽŽůƌĞƚĂt ƐĞ> ϯϳϳϱ͗ϳϮ͗ϯϬ ϭϰ ^ > ^ > Ϯϳϵϰ͗ϳϮ͗ϯϬ ϮϳϮ ϰ >K/Z d/Z ϰ >K/Z d/Z ϭϳϱϰ͗ϳϮ͗ϯϬ ϴϰϰ ĐĂŶŐĂů ĞĚ ĞŝƌŝĂD ĐĂŶŐĂů ĞĚ ĞŝƌŝĂD ϬϳϮϰ͗ϳϮ͗ϯϬ ϵϲϰ ^hK>hKd ^ Z>W D d ^hK>hKd ^ Z>W D d ϵϲϱϯ͗ϳϮ͗ϯϬ ϴϱϯ W/hYΖE/& W/hYΖE/& ϴϲϱϬ͗ϳϮ͗ϯϬ ϭϲϭ Ɛŝ Ϯϯϲ ĠůŚƚ Ɛŝ Ϯϯϲ ĠůŚƚ ϳϲϵϱ͗ϲϮ͗ϯϬ ϯϬϮ E K D d E K D d ϲϲϮϰ͗ϲϮ͗ϯϬ ϴϳϰ E E/& >Kd/W  E E/& >Kd/W  ϱϲϰϯ͗ϲϮ͗ϯϬ Ϯϲϰ hK/W hK/W hK/W hK/W ϰϲϰϯ͗ϲϮ͗ϯϬ Ϯϯϯ ϯ >hdhD d/Z ϯ >hdhD d/Z ϯϲϬϯ͗ϲϮ͗ϯϬ ϱϰϮ ϭ ĞƌĂĐŚƚůĂĞ,  ϭ ĞƌĂĐŚƚůĂĞ,  Ϯϲ
    • Ϯϭ͗ϲϯ͗ϯϬ ϲϯ ĂůŽŐƌĞW Ă> ĂůŽŐƌĞW Ă> ϳϮϭϴϬ͗ϲϯ͗ϯϬ ϭϵϯ hY/&/E D > K hY/&/E D > K ϲϮϭϰϬ͗ϲϯ͗ϯϬ ϳϯ ƉŝƉŝ ƉŝƉŝ ϱϮϭϰϬ͗ϲϯ͗ϯϬ Ϭϳϯ Ϯ E/ h& ddZh > Ϯ E/ h& ddZh > ϰϮϭϮϱ͗ϱϯ͗ϯϬ ϵϭϮ &Ͳ:Ͳ&ͲͲ Ϭϴ zdZ W &Ͳ:Ͳ&ͲͲ Ϭϴ zdZ W ϯϮϭϵϰ͗ϱϯ͗ϯϬ ϴϭϮ ƐĠƚƸĨĨĂ ƐƌƵĞƌƵŽĐ ƐĞ> ƐĠƚƸĨĨĂ ƐƌƵĞƌƵŽĐ ƐĞ> ϮϮϭϭϰ͗ϱϯ͗ϯϬ ϭϲϰ DKZ, ><zE DKZ, ><zE ϭϮϭϴϯ͗ϱϯ͗ϯϬ ϲϵϭ ^Kd/ZK ^K> ^Kd/ZK ^K> ϬϮϭϱϯ͗ϱϯ͗ϯϬ ϯϱ ϭ d^hK h^ h ^>> , ^> ϭ d^hK h^ h ^>> , ^> ϵϭϭϴϮ͗ϱϯ͗ϯϬ ϯϭϰ D d &  > D d &  > ϴϭϭϱϬ͗ϱϯ͗ϯϬ ϭϰϮ ƐŶƌƵƚĞƌ Đ ΖD^ ƐŶƌƵƚĞƌ Đ ΖD^ ϳϭϭϯϬ͗ϱϯ͗ϯϬ ϳϮϮ ^K,^ E/>/K ^K,^ E/>/K ϲϭϭϵϱ͗ϰϯ͗ϯϬ ϭϳϯ ƌĞŶŐĂŐ ƌƵŽƉ ĞƐŽŽůŽŽd ƚƵĂĨ ů/ ƌĞŶŐĂŐ ƌƵŽƉ ĞƐŽŽůŽŽd ƚƵĂĨ ů/ ϱϭϭϳϱ͗ϰϯ͗ϯϬ ϭϭϭ ĞůďĂŶŝŵ ƚƌŽĨĨĞΖů ĞůďĂŶŝŵ ƚƌŽĨĨĞΖů ϰϭϭϮϱ͗ϰϯ͗ϯϬ ϭϴϯ > D d > D d ϯϭϭϬϯ͗ϰϯ͗ϯϬ ϳϯϰ ƐƵŽĨ ĠŶŝŬ ƐĞ> ƐƵŽĨ ĠŶŝŬ ƐĞ> ϮϭϭϳϮ͗ϰϯ͗ϯϬ ϱϰϯ d^/W E ^E/^/Ks d^/W E ^E/^/Ks ϭϭϭϲϮ͗ϰϯ͗ϯϬ Ϯϱ ^ddhYKZ EKZd/ ^ddhYKZ EKZd/ ϬϭϭϬϰ͗ϯϯ͗ϯϬ ϱϵϰ z>/D & ^W d^ z>/D & ^W d^ ϵϬϭϵϯ͗ϯϯ͗ϯϬ ϯϳϭ ĨƵŽůĂďĂƌĂŵĂƐ ĨƵŽůĂďĂƌĂŵĂƐ ϴϬϭϴϮ͗ϯϯ͗ϯϬ ϯϲϭ ƐŽŐŝŵĂ ƐŽů ƐŽŐŝŵĂ ƐŽů ϳϬϭϲϮ͗ϯϯ͗ϯϬ ϵϯ ƚƌƵŽĐĐĂΖĚĂĨ ƐĞ> ƚƌƵŽĐĐĂΖĚĂĨ ƐĞ> ϲϬϭϯϮ͗ϯϯ͗ϯϬ ϵϵϮ ϰ ĐŝƚƐĂƚŶĂ& ϰ ĐŝƚƐĂƚŶĂ& ϱϬϭϯϮ͗ϯϯ͗ϯϬ ϲϭϰ ^hK /d^ ^> ^hK /d^ ^> ϰϬϭϮϮ͗ϯϯ͗ϯϬ Ϭϲ ŵĂĞd ŵĂĞƌ K s ŵĂĞd ŵĂĞƌ K s ϯϬϭϴϭ͗ϯϯ͗ϯϬ ϵϴϰ zZ dKZ zZ dKZ ϮϬϭϲϭ͗ϯϯ͗ϯϬ ϬϵϮ ϯ E Z&  hYE  ϯ E Z&  hYE  ϭϬϭϴϰ͗Ϯϯ͗ϯϬ ϬϬϯ ƐůŝƵĞƌƵĐĠ ƐĞ> ƐůŝƵĞƌƵĐĠ ƐĞ> ϬϬϭϱϰ͗Ϯϯ͗ϯϬ Ϯϭ ƐĚƌĂŶŶŽ ƐĞ> ƐĚƌĂŶŶŽ ƐĞ> ϵϵϱϰ͗Ϯϯ͗ϯϬ ϭϴϭ ƐŶĞŝŶŝƚƚŽĚ ƐŝŵĂ ƐĞů ƐŶĞŝŶŝƚƚŽĚ ƐŝŵĂ ƐĞů ϴϵϵϯ͗Ϯϯ͗ϯϬ Ϭϴ ƐƌĞŶŶƵZ ƐŶŽƚŶŽd ƐĞů ƐƌĞŶŶƵZ ƐŶŽƚŶŽd ƐĞů ϳϵϱϯ͗Ϯϯ͗ϯϬ ϵϬϰ D>  ƵĚ  D>  ƵĚ  ϲϵϮϯ͗Ϯϯ͗ϯϬ Ϭϱϯ ϭDW ϭDW ϱϵ
    • ϲϰ͗ϭϰ͗ϯϬ ϱϭϰ ŝĨĠĚ ƉĂĐŝĚŶĂ, KW ŝĨĠĚ ƉĂĐŝĚŶĂ, KW ϬϲϭϮϰ͗ϭϰ͗ϯϬ ϵϲϮ Ϯ >K/Z d/Z Ϯ >K/Z d/Z ϵϱϭϳϯ͗ϭϰ͗ϯϬ ϯϯϮ Ϯ ^Z/^/K> hd ^ Ϯ ^Z/^/K> hd ^ ϴϱϭϲϯ͗ϭϰ͗ϯϬ ϲϯϮ ƐΖŶƵĞũΖ ƐĞů ƐΖŶƵĞũΖ ƐĞů ϳϱϭϮϯ͗ϭϰ͗ϯϬ ϰϬϮ  > /^Z Z  > /^Z Z ϲϱϭϬϯ͗ϭϰ͗ϯϬ ϴϬϮ ϭ Z E D ϯ ϭ Z E D ϯ ϱϱϭϯϮ͗ϭϰ͗ϯϬ ϲϬϯ ϬϮ >K/Z d/Z ϬϮ >K/Z d/Z ϰϱϭϳϭ͗ϭϰ͗ϯϬ ϯϭϯ ƚĞŐ ŽĚ s : ƚĞŐ ŽĚ s : ϯϱϭϰϱ͗Ϭϰ͗ϯϬ ϴϳϭ ƐĞƚƚŽLJŽĐ ƐĞƚƚŽLJŽĐ Ϯϱϭϲϯ͗Ϭϰ͗ϯϬ ϴϯϰ ŵĂĞd ƌĞŝǀŝůK ŵĂĞd ƌĞŝǀŝůK ϭϱϭϯϯ͗Ϭϰ͗ϯϬ ϳϮ Z :h Z :h ϬϱϭϬϯ͗Ϭϰ͗ϯϬ ϱϬϭ ^E /Z Z  ƐĞ> ^E /Z Z  ƐĞ> ϵϰϭϯϬ͗Ϭϰ͗ϯϬ ϰϮϭ ^ddKDZ D ^> ^ddKDZ D ^> ϴϰϭϭϬ͗Ϭϰ͗ϯϬ ϵϵϰ ^EKZh> ^/W ^> ^EKZh> ^/W ^> ϳϰϭϱϱ͗ϵϯ͗ϯϬ Ϯϱϭ ϰŝĨĠĚ ϰŝĨĠĚ ϲϰϭϭϱ͗ϵϯ͗ϯϬ ϰϯϭ ĞƐƵŽůƵŽd ĞƐƵŽůƵŽd ϱϰϭϰϯ͗ϵϯ͗ϯϬ ϭϰϭ ĨKΖƚƐĞŝdžĂD ĨKΖƚƐĞŝdžĂD ϰϰϭϳϭ͗ϵϯ͗ϯϬ ϴϵϮ ŵĂĞƚ ĚĞƌ ĞŚd ŵĂĞƚ ĚĞƌ ĞŚd ϯϰϭϱϱ͗ϴϯ͗ϯϬ ϯϯϰ ƐĞŶŶĞZ ŚĐĞƚŽLJů ƐĞŶŶĞZ ŚĐĞƚŽLJů Ϯϰϭϰϱ͗ϴϯ͗ϯϬ ϵϱϭ ϭϯ ^KW/W ƐŽ> ϭϯ ^KW/W ƐŽ> ϭϰϭϬϱ͗ϴϯ͗ϯϬ ϵϳϮ ϭ &/ ϭ &/ Ϭϰϭϱϰ͗ϴϯ͗ϯϬ ϳϭϮ ƐĞĠƌŝŽƐ ĞĚ ƐƌƵĞƌƵŽĐ ƐĞ> ƐĞĠƌŝŽƐ ĞĚ ƐƌƵĞƌƵŽĐ ƐĞ> ϵϯϭϬϮ͗ϴϯ͗ϯϬ ϳϳϭ <KddKW <KddKW ϴϯϭϰϬ͗ϴϯ͗ϯϬ ϴϰϮ ĞĚĂŶĞŵŶĂ^ ĞĚĂŶĞŵŶĂ^ ϳϯϭϮϬ͗ϴϯ͗ϯϬ ϰϯϯ ϱ >hdhD d/Z ϱ >hdhD d/Z ϲϯϭϰϮ͗ϳϯ͗ϯϬ ϮϭϮ ƐŶŝĂƌŐ ĞĚ ƐƚĞůƵŽƉ ƐĞ> ƐŶŝĂƌŐ ĞĚ ƐƚĞůƵŽƉ ƐĞ> ϱϯϭϯϮ͗ϳϯ͗ϯϬ ϲϰϰ E/Z/Z/Zd E/Z/Z/Zd ϰϯϭϱϭ͗ϳϯ͗ϯϬ Ϯϱϯ ͿdEd; ŵĂĞd ůĂŶŽŝƚĂE ĞŝƌƚŝŶƐŶĂƌd ͿdEd; ŵĂĞd ůĂŶŽŝƚĂE ĞŝƌƚŝŶƐŶĂƌd ϯϯϭϮϭ͗ϳϯ͗ϯϬ ϳϵ ^zK ^ΖhKE D ^zK ^ΖhKE D ϮϯϭϭϬ͗ϳϯ͗ϯϬ ϲϲ ĚŶĂ ƐƵĚƵŽ ĚŶĂ ƐƵĚƵŽ ϭϯϭϳϱ͗ϲϯ͗ϯϬ ϲϲϮ ϯ ϬϬϬϮE ϯ ϬϬϬϮE ϬϯϭϬϯ͗ϲϯ͗ϯϬ ϯϲ ϭ ǁW ϭ ǁW ϵϮϭϴϭ͗ϲϯ͗ϯϬ ϯϰϮ ƐŽŶĂƉƵĂƚ ƐĞů ƐŽŶĂƉƵĂƚ ƐĞů ϴϮϭ
    • ϴϮ͗ϴϰ͗ϯϬ ϵϯϭ ƐĞƵƚƌŽd ƐĞ> ƐĞƵƚƌŽd ƐĞ> ϯϵϭϳϮ͗ϴϰ͗ϯϬ ϭϰϯ ƐĞƚƐŝďƵů ^> ƐĞƚƐŝďƵů ^> ϮϵϭϬϮ͗ϴϰ͗ϯϬ ϱϯ ^Zdh ^> ^Zdh ^> ϭϵϭϮϭ͗ϴϰ͗ϯϬ ϴϰ ϮϬ ^zZD> ϮϬ ^zZD> ϬϵϭϰϬ͗ϴϰ͗ϯϬ ϰϱ ϲϭϯϲ ŵĂĞƚ ϲϭϯϲ ŵĂĞƚ ϵϴϭϮϬ͗ϴϰ͗ϯϬ ϲϭϮ ĞŚĐŶĂŵŝĚ ƵĚ ƐƌƵĞƌƵŽĐ ƐĞ> ĞŚĐŶĂŵŝĚ ƵĚ ƐƌƵĞƌƵŽĐ ƐĞ> ϴϴϭϴϱ͗ϳϰ͗ϯϬ ϱϬϮ ϭ ƐƌŽŚĂ ŶƵZ <d ϭ ƐƌŽŚĂ ŶƵZ <d ϳϴϭϱϰ͗ϳϰ͗ϯϬ ϴϯ ƐƌƵĞƚĂŵĂ ƐĞ> ƐƌƵĞƚĂŵĂ ƐĞ> ϲϴϭϱϯ͗ϳϰ͗ϯϬ Ϭϴϯ ƐĞƐƐŽŐŽ ƐĞů ƚĞ ĞůůĞŵƌ ƐĞƐƐŽŐŽ ƐĞů ƚĞ ĞůůĞŵƌ ϱϴϭϱϯ͗ϳϰ͗ϯϬ ϳϳ Ăŝǀ ƐŝŐ Ăŝǀ ƐŝŐ ϰϴϭϱϮ͗ϳϰ͗ϯϬ ϲϳϯ ^/KE/ ZW ^> ^/KE/ ZW ^> ϯϴϭϳϱ͗ϲϰ͗ϯϬ ϰϲϰ ^^^/h ^ ^> ^^^/h ^ ^> Ϯϴϭϭϱ͗ϲϰ͗ϯϬ ϳϵϭ Ζ>K^ Z D Ζ>K^ Z D ϭϴϭϮϯ͗ϲϰ͗ϯϬ ϴϲϮ ϭ >K/Z d/Z ϭ >K/Z d/Z Ϭϴϭϴϭ͗ϲϰ͗ϯϬ ϴϲϯ ϭϯ >h > ϭϯ >h > ϵϳϭϲϭ͗ϲϰ͗ϯϬ ϵϮ ŚĐĞWͲĠ ƐĞ> ŚĐĞWͲĠ ƐĞ> ϴϳϭϯϬ͗ϲϰ͗ϯϬ ϰ EEKZ >  ^ ϳϰϭϯ EEKZ >  ^ ϳϰϭϯ ϳϳϭϬϱ͗ϱϰ͗ϯϬ ϰϯϮ ^hK> D d ^> ^hK> D d ^> ϲϳϭϯϰ͗ϱϰ͗ϯϬ ϰϴϯ Z/DW Z/DW ϱϳϭϳϯ͗ϱϰ͗ϯϬ ϯϴϰ ϱ &Z ϱ &Z ϰϳϭϬϯ͗ϱϰ͗ϯϬ ϴϮϮ D d ^/ZZKE <h, ,d D d ^/ZZKE <h, ,d ϯϳϭϬϱ͗ϰϰ͗ϯϬ Ϭϳϰ D dΖ>hK D dΖ>hK ϮϳϭϬϯ͗ϰϰ͗ϯϬ ϭ ϰ ŶƵZ ŶĞŬĐŝŚ ϰ ŶƵZ ŶĞŬĐŝŚ ϭϳϭϵϮ͗ϰϰ͗ϯϬ ϴϴϰ /> sK zZ dKZ /> sK zZ dKZ ϬϳϭϵϮ͗ϰϰ͗ϯϬ ϴϬϰ ƚƐĞƵK ĚƵ^ ƵĚ ƐƵŽnjĂ ƐĞ> ƚƐĞƵK ĚƵ^ ƵĚ ƐƵŽnjĂ ƐĞ> ϵϲϭϲϭ͗ϰϰ͗ϯϬ ϵϭϰ ŵĂĞd ŶĞŵŽt ƌĞǁŽW Ğ> ŵĂĞd ŶĞŵŽt ƌĞǁŽW Ğ> ϴϲϭϳϱ͗Ϯϰ͗ϯϬ ϲϳ ^K: < ^> ^K: < ^> ϳϲϭϰϱ͗Ϯϰ͗ϯϬ ϰϲϮ Ϯ ƐƵŽĨ ƐĠŶŝŬ ƐĞů Ϯ ƐƵŽĨ ƐĠŶŝŬ ƐĞů ϲϲϭϬϱ͗Ϯϰ͗ϯϬ ϵϮϮ ϭ ^Z/^/K> hd ^ ϭ ^Z/^/K> hd ^ ϱϲϭϰϯ͗Ϯϰ͗ϯϬ ϭϳ dK& dK& ϰϲϭϳϮ͗Ϯϰ͗ϯϬ Ϯϯϰ LJŶŽƚŶ ŚĐĞƚŽLJů LJŶŽƚŶ ŚĐĞƚŽLJů ϯϲϭϬϬ͗Ϯϰ͗ϯϬ Ϭϭϭ ƐĞůďĂĚŝŵ ϰ ƐĞů ƐĞůďĂĚŝŵ ϰ ƐĞů Ϯϲϭϰϱ͗ϭϰ͗ϯϬ ϯϵϰ ^Y^D ƐĞ> ^Y^D ƐĞ> ϭϲϭ
    • Ϯϭ͗Ϯϱ͗ϯϬ ϵϱϰ Ϯ ^  E >  ^>>/& ^> Ϯ ^  E >  ^>>/& ^> ϲϮϮϴϰ͗ϭϱ͗ϯϬ ϯϭϮ ŽƉƉŝŚ ŽƉƉŝŚ ϱϮϮϳϰ͗ϭϱ͗ϯϬ ϯϵ Ϯ ŐŶŽŬĞD ƵĚ ƐƚŶĂĨŶ Ϯ ŐŶŽŬĞD ƵĚ ƐƚŶĂĨŶ ϰϮϮϮϰ͗ϭϱ͗ϯϬ ϵϴϯ KD Ζ/d KD Ζ/d ϯϮϮϭϰ͗ϭϱ͗ϯϬ ϬϬϰ KDD/ /E/s KDD/ /E/s ϮϮϮϱϮ͗ϭϱ͗ϯϬ Ϯϰ ^Z W^ Ͳ Ăŝǀ ƐŝŐ ^Z W^ Ͳ Ăŝǀ ƐŝŐ ϭϮϮϳϭ͗ϭϱ͗ϯϬ ϳϰϮ ƐĂůĂƉŽĐŝW ƐŽ> ƐĂůĂƉŽĐŝW ƐŽ> ϬϮϮϮϭ͗ϭϱ͗ϯϬ ϵϬϱ ŽƌƚĠD ŽƌƚĠD ϵϭϮϱϬ͗ϭϱ͗ϯϬ ϮϬϭ ƐŽƐƐĂ ƐĞůğĚŝ& ƐĞ> ƐŽƐƐĂ ƐĞůğĚŝ& ƐĞ> ϴϭϮϯϬ͗ϭϱ͗ϯϬ ϲϳϮ ͘͘͘ĞůĂǀĂ Ŷ ƐƵŽƌĂ ƐƉƵŽ> ƐĞ> ͘͘͘ĞůĂǀĂ Ŷ ƐƵŽƌĂ ƐƉƵŽ> ƐĞ> ϳϭϮϮϬ͗ϭϱ͗ϯϬ Ϭϱϰ ^KZ^ ^> ^KZ^ ^> ϲϭϮϴϰ͗Ϭϱ͗ϯϬ ϲϰϭ &/d>>K ,d &/d>>K ,d ϱϭϮϴϰ͗Ϭϱ͗ϯϬ ϮϮϰ ^ZEE/t ,d ^ZEE/t ,d ϰϭϮϴϯ͗Ϭϱ͗ϯϬ ϳϵϰ D d/> D d/> ϯϭϮϬϯ͗Ϭϱ͗ϯϬ ϱϮϰ Ϯ dEKD/>K: z> Ϯ dEKD/>K: z> ϮϭϮϰϭ͗Ϭϱ͗ϯϬ ϮϬϯ ϳϭ >K/Z d/Z ϳϭ >K/Z d/Z ϭϭϮϯϭ͗Ϭϱ͗ϯϬ ϯ ƐĞƚĂƚĂW ƐĚƵĂŚ ƐĞƚĂƚĂW ƐĚƵĂŚ ϬϭϮϱϬ͗Ϭϱ͗ϯϬ Ϯϵ ^>> ϰ ^>> ϰ ϵϬϮϮϬ͗Ϭϱ͗ϯϬ ϮϰϮ D & D & ϴϬϮϴϱ͗ϵϰ͗ϯϬ ϲϮ ĐƵ ă ĞƌƌĂ Ă> ĐƵ ă ĞƌƌĂ Ă> ϳϬϮϱϱ͗ϵϰ͗ϯϬ ϴϭϭ   ϲϬϮϴϰ͗ϵϰ͗ϯϬ ϵϰ Ɛŝ ƌĞŶŶŝǁ ĞŚƚ ĚŶ Ɛŝ ƌĞŶŶŝǁ ĞŚƚ ĚŶ ϱϬϮϴϯ͗ϵϰ͗ϯϬ ϭϮϮ ^>>/Z yhzK: ^> ^>>/Z yhzK: ^> ϰϬϮϲϯ͗ϵϰ͗ϯϬ ϬϮϰ K^^/d K^^/d ϯϬϮϲϯ͗ϵϰ͗ϯϬ ϲϰϮ Ϯ ĞƌĂĐŚƚůĂĞ,  Ϯ ĞƌĂĐŚƚůĂĞ,  ϮϬϮϵϭ͗ϵϰ͗ϯϬ ϳϲ ĞƵƚƌŽƚ Ăů ƚĞ ĞƌǀĞŝů Ğ> ĞƵƚƌŽƚ Ăů ƚĞ ĞƌǀĞŝů Ğ> ϭϬϮϴϭ͗ϵϰ͗ϯϬ ϱϴϮ ƵŽŶĞ ƵĚ ƐƵŽD ƐĞ> ƵŽŶĞ ƵĚ ƐƵŽD ƐĞ> ϬϬϮϳϭ͗ϵϰ͗ϯϬ ϭϴ ƐĞŐƵŽƌ ƐĞƚƚŽď ƐĞ> ƐĞŐƵŽƌ ƐĞƚƚŽď ƐĞ> ϵϵϭϬϬ͗ϵϰ͗ϯϬ ϵϯϰ Ϭ E/ h& ddZh > Ϭ E/ h& ddZh > ϴϵϭϱϱ͗ϴϰ͗ϯϬ ϯϵϮ ƐƌĞĚŝƌ ŝnjŝnj ƐĞů ƐƌĞĚŝƌ ŝnjŝnj ƐĞů ϳϵϭϳϯ͗ϴϰ͗ϯϬ Ϯϳϯ hKZ W ^> hKZ W ^> ϲϵϭϰϯ͗ϴϰ͗ϯϬ ϴϮ ϭϯ ŶŽƐ ƌƵƐ ŶŽƌLJĞǀ Ζ> ϭϯ ŶŽƐ ƌƵƐ ŶŽƌLJĞǀ Ζ> ϱϵϭϮϯ͗ϴϰ͗ϯϬ ϱϴ ƐƌƵĞƌƵŽ ƐŝƚŶĞƌƉƉ ƐƌƵĞƌƵŽ ƐŝƚŶĞƌƉƉ ϰϵϭ
    • ϭϱ͗ϱϱ͗ϯϬ ϭϯϯ Ϯ >hdhD d/Z Ϯ >hdhD d/Z ϵϱϮϬϱ͗ϱϱ͗ϯϬ ϳϯϭ ^E /Z ^> ^E /Z ^> ϴϱϮϳϰ͗ϱϱ͗ϯϬ ϮϯϮ Z > E : /^ Z > E : /^ ϳϱϮϲϰ͗ϱϱ͗ϯϬ ϰϲ Ϯ ǁW Ϯ ǁW ϲϱϮϱϰ͗ϱϱ͗ϯϬ ϯϱϮ W d, ZhKW Z/ZhK W d, ZhKW Z/ZhK ϱϱϮϰϰ͗ϱϱ͗ϯϬ ϰϵϮ ϰϭ >K/Z d/Z ϰϭ >K/Z d/Z ϰϱϮϳϯ͗ϱϱ͗ϯϬ Ϯϲ D dΖK D dΖK ϯϱϮϲϮ͗ϱϱ͗ϯϬ ϰϱϭ ƐĠƌƌĂ ƐĚĞŝW ƐĞ> ƐĠƌƌĂ ƐĚĞŝW ƐĞ> ϮϱϮϱϮ͗ϱϱ͗ϯϬ ϰϮϮ ZZD/> hW ,d ZZD/> hW ,d ϭϱϮϰϭ͗ϱϱ͗ϯϬ ϭϭ ϭ d ^ ϭ d ^ ϬϱϮϮϱ͗ϰϱ͗ϯϬ ϳϰϭ ŵĂĞd Ɛůƌŝ ƐŶĂƚġĂ ĞŚd ŵĂĞd Ɛůƌŝ ƐŶĂƚġĂ ĞŚd ϵϰϮϰϰ͗ϰϱ͗ϯϬ ϬϬϱ EK,dK>K/W EK,dK>K/W ϴϰϮϵϯ͗ϰϱ͗ϯϬ ϭϴϮ ϳ >K/Z d/Z ϳ >K/Z d/Z ϳϰϮϵϯ͗ϰϱ͗ϯϬ ϲϬϰ ^z> dE/ ^ zZ dKZ ^z> dE/ ^ zZ dKZ ϲϰϮϴϯ͗ϰϱ͗ϯϬ ϭϵϰ ĞƉŽůĠŶĠW ĞĚ ĞƉŝƵƋĠΖ> ĞƉŽůĠŶĠW ĞĚ ĞƉŝƵƋĠΖ> ϱϰϮϰϮ͗ϰϱ͗ϯϬ ϳϬϭ ƐƚŶŽŵĂƌLJĞƉ ƐĞů ƐƚŶŽŵĂƌLJĞƉ ƐĞů ϰϰϮϵϭ͗ϰϱ͗ϯϬ ϬϮ ƐƵŽĐƵŽĐŽĠŐ ƐƚŝƚĞƉ ƐĞů ƐƵŽĐƵŽĐŽĠŐ ƐƚŝƚĞƉ ƐĞů ϯϰϮϱϬ͗ϰϱ͗ϯϬ ϵϵϭ Ϯ D d K/yE Ϯ D d K/yE ϮϰϮϯϬ͗ϰϱ͗ϯϬ ϭϮ h Ϯ h Ϯ ϭϰϮϰϱ͗ϯϱ͗ϯϬ ϭϬϯ ϲϭ >K/Z d/Z ϲϭ >K/Z d/Z ϬϰϮϮϱ͗ϯϱ͗ϯϬ ϳϲϰ Ϯ ^d Ks ^ >K Ϯ ^d Ks ^ >K ϵϯϮϯϰ͗ϯϱ͗ϯϬ ϮϵϮ ϯϭ >K/Z d/Z ϯϭ >K/Z d/Z ϴϯϮϯϰ͗ϯϱ͗ϯϬ ϱϵϭ ^hK  ^> ^hK  ^> ϳϯϮϭϰ͗ϯϱ͗ϯϬ ϵϭ ^ZhdE/ZW^ ^EKdEKd ^> ^ZhdE/ZW^ ^EKdEKd ^> ϲϯϮϳϯ͗ϯϱ͗ϯϬ ϴϵϰ Ϯ &/ Ϯ &/ ϱϯϮϭϬ͗ϯϱ͗ϯϬ ϭϯϰ ĞƐƵŽůƵŽd ŚĐĞƚŽLJů ĞƐƵŽůƵŽd ŚĐĞƚŽLJů ϰϯϮϳϱ͗Ϯϱ͗ϯϬ ϯϬϭ ƐĞůďĂƌƵ ƐĞ> ƐĞůďĂƌƵ ƐĞ> ϯϯϮϲϯ͗Ϯϱ͗ϯϬ ϴϮϰ ƐĞƌďŝ> ƐŶŽƌƚĐĞů ƐĞ> ƐĞƌďŝ> ƐŶŽƌƚĐĞů ƐĞ> ϮϯϮϴϮ͗Ϯϱ͗ϯϬ ϱϴϰ  EZ zZ dKZ  EZ zZ dKZ ϭϯϮϱϮ͗Ϯϱ͗ϯϬ ϯϵϭ ƐŶŝůĂŵ ƐƌƵĞƌƵŽĐ ƐĞů ƐŶŝůĂŵ ƐƌƵĞƌƵŽĐ ƐĞů ϬϯϮϯϮ͗Ϯϱ͗ϯϬ Ϭϯ ^E/^hK ^E/^hK ^E/^hK ^E/^hK ϵϮϮϭϮ͗Ϯϱ͗ϯϬ ϴ ƐŶŽƚůĂĚ ƐĞů ƐŶŽƚůĂĚ ƐĞů ϴϮϮϲϭ͗Ϯϱ͗ϯϬ ϲϴϮ ϭϭ >K/Z d/Z ϭϭ >K/Z d/Z ϳϮϮ
    • ϱϮ͗ϵϱ͗ϯϬ ϴϰϯ ,hKd h ^,>& ^> ,hKd h ^,>& ^> ϮϵϮϲϭ͗ϵϱ͗ϯϬ ϱϮ ^^^Z ^> ^^^Z ^> ϭϵϮϵϬ͗ϵϱ͗ϯϬ ϵϱ ŵĂĞƚ ŐŶŝŶŶƵƌ ƐĞŝŶĂƚŝů ŵĂĞƚ ŐŶŝŶŶƵƌ ƐĞŝŶĂƚŝů ϬϵϮϰϬ͗ϵϱ͗ϯϬ ϵϮϭ Ϯ > Ϯ > ϵϴϮϱϱ͗ϴϱ͗ϯϬ ϵϬϭ d ^ d ^ ϴϴϮϲϰ͗ϴϱ͗ϯϬ ϰϭϭ KΘ > KΘ > ϳϴϮϮϰ͗ϴϱ͗ϯϬ ϱϮϭ ƚĞƚƌĂƵƋ ƐĂƚŝƌĞǀ ŽŶŝǀ Ŷŝ ƚĞƚƌĂƵƋ ƐĂƚŝƌĞǀ ŽŶŝǀ Ŷŝ ϲϴϮϵϮ͗ϴϱ͗ϯϬ ϳϴ : Z : Z ϱϴϮϲϮ͗ϴϱ͗ϯϬ ϲϬϮ ƐĞƐƐƵŽƌƚ džƵĂ ƵĞĨ Ğů ƐĞƐƐƵŽƌƚ džƵĂ ƵĞĨ Ğů ϰϴϮϴϭ͗ϴϱ͗ϯϬ Ϯϯ ƐĞƐƐĂůůŝĂ ƐĞƐƐŽƌ ƐĞ> ƐĞƐƐĂůůŝĂ ƐĞƐƐŽƌ ƐĞ> ϯϴϮϲϬ͗ϴϱ͗ϯϬ ϭϬϮ ^EK>h ^EK>h ϮϴϮϰϬ͗ϴϱ͗ϯϬ ϱϭ ϴϵD / ĨŽ ƚƐĞ ϴϵD / ĨŽ ƚƐĞ ϭϴϮϯϬ͗ϴϱ͗ϯϬ ϲϵϯ ĞŶŶŽĐƵŽ ĞĚ ƐĠĚĂǀ ƐĞ> ĞŶŶŽĐƵŽ ĞĚ ƐĠĚĂǀ ƐĞ> ϬϴϮϭϬ͗ϴϱ͗ϯϬ ϵϬϮ </& </& ϵϳϮϳϱ͗ϳϱ͗ϯϬ ϬϮϭ ƌŝ ΖĚ ƚŶĂƌƵŽ ϰ ƐĞ> ƌŝ ΖĚ ƚŶĂƌƵŽ ϰ ƐĞ> ϴϳϮϵϰ͗ϳϱ͗ϯϬ Ϭϳ ƐĞƐƀƀƀZ ƐĞ> ƐĞƐƀƀƀZ ƐĞ> ϳϳϮϴϰ͗ϳϱ͗ϯϬ ϬϬϮ ϯ D d K/yE ϯ D d K/yE ϲϳϮϲϯ͗ϳϱ͗ϯϬ ϭϱϮ K> ŐŶŝƚƌĂƚ^ K> ŐŶŝƚƌĂƚ^ ϱϳϮϬϯ͗ϳϱ͗ϯϬ ϲϲϯ Ϯ D/K Ϯ D/K ϰϳϮϭϮ͗ϳϱ͗ϯϬ ϰϮϰ ϭ dEKD/>K: z> ϭ dEKD/>K: z> ϯϳϮϵϭ͗ϳϱ͗ϯϬ ϳϰϯ dZhK dZhK ϮϳϮϴϭ͗ϳϱ͗ϯϬ ϭϮϯ ϭ ƚĞƵŐĂŶƵĂ> ŽůĐLJ ϭ ƚĞƵŐĂŶƵĂ> ŽůĐLJ ϭϳϮϳϭ͗ϳϱ͗ϯϬ Ϭϭ DϬϬϰ Ζů ĞĚ ƐĞĐŝůĠŚ ĞƌƚĂƵƋ ƐĞ> DϬϬϰ Ζů ĞĚ ƐĞĐŝůĠŚ ĞƌƚĂƵƋ ƐĞ> ϬϳϮϳϬ͗ϳϱ͗ϯϬ ϱϯϭ ŶŽƌĞďƚŶŽŵ ĞĚ ƐĞůůĞnjĂŐ ƐĞů ŶŽƌĞďƚŶŽŵ ĞĚ ƐĞůůĞnjĂŐ ƐĞů ϵϲϮϯϬ͗ϳϱ͗ϯϬ Ϯϵϭ ƐƌŽƚĐŽĚ ŐŶŝŶŶƵƌ ƐƌŽƚĐŽĚ ŐŶŝŶŶƵƌ ϴϲϮϮϰ͗ϲϱ͗ϯϬ ϭϬϰ ^hK>hKd & ^hK>hKd & ϳϲϮϭϰ͗ϲϱ͗ϯϬ ϳϲϮ ƐLJŽ LJĚĂ> ĞŚd ƐLJŽ LJĚĂ> ĞŚd ϲϲϮϳϯ͗ϲϱ͗ϯϬ ϭϮϰ ͘͘͘ƐĞƐƐĞĐŶŝƌW ƐĞ> ͘͘͘ƐĞƐƐĞĐŶŝƌW ƐĞ> ϱϲϮϭϯ͗ϲϱ͗ϯϬ Ϭϭϯ ĞůůŝƵĞĨĞŶƌƵŽd ƚŶĞs ă ŶŝůƵŽD ĞůůŝƵĞĨĞŶƌƵŽd ƚŶĞs ă ŶŝůƵŽD ϰϲϮϲϮ͗ϲϱ͗ϯϬ ϰϴϮ Ϭϭ >K/Z d/Z Ϭϭ >K/Z d/Z ϯϲϮϯϮ͗ϲϱ͗ϯϬ ϱϭϭ ƐĞŵĂĚ ĞĚ ƐĞůŽƌĚ ƐĞů ƚĞ ŽůŽů ƐĞŵĂĚ ĞĚ ƐĞůŽƌĚ ƐĞů ƚĞ ŽůŽů ϮϲϮϯϮ͗ϲϱ͗ϯϬ Ϭϲϯ ƐĞůŝ ĞƌƚŶ ƐĞůŝ ĞƌƚŶ ϭϲϮϮϱ͗ϱϱ͗ϯϬ ϰϵ ϭ ĞƐƵŽůƵŽd ƐƚƵŽĐ^ ϭ ĞƐƵŽůƵŽd ƐƚƵŽĐ^ ϬϲϮ
    • ϯϰ͗ϯϬ͗ϰϬ ϳϴϮ ϭ E Z&  hYE  ϭ E Z&  hYE  ϱϮϯϲϯ͗ϯϬ͗ϰϬ ϲϮϰ ƌĞŝůůĞƉƚŶŽD DD  ƌĞŝůůĞƉƚŶŽD DD  ϰϮϯϲϭ͗ϯϬ͗ϰϬ ϭϯ ^/d&/& ,d ^/d&/& ,d ϯϮϯϲϬ͗ϯϬ͗ϰϬ ϰϬϱ dZ/^ dZ/^ ϮϮϯϲϬ͗ϯϬ͗ϰϬ ϱϬϱ ŵĂĞd ĂƚŽLJŽd ŵĂĞd ĂƚŽLJŽd ϭϮϯϯϰ͗ϮϬ͗ϰϬ ϴϰϭ ƐůģŽŶ ƐĞƌğƉ ƐĞ> ƐůģŽŶ ƐĞƌğƉ ƐĞ> ϬϮϯϭϰ͗ϮϬ͗ϰϬ ϳϲϯ ϭ D/K ϭ D/K ϵϭϯϵϯ͗ϮϬ͗ϰϬ Ϯϳ K& K& ϴϭϯϯϯ͗ϮϬ͗ϰϬ ϯϯ ƐŶŝnjŶŝnjΖƵŽůƵŽd ƐĞ> ƐŶŝnjŶŝnjΖƵŽůƵŽd ƐĞ> ϳϭϯϲϮ͗ϮϬ͗ϰϬ ϭϬϱ ^h/dZK& ^h/d> ^h/d/ ^h/dZK& ^h/d> ^h/d/ ϲϭϯϵϭ͗ϮϬ͗ϰϬ ϵϮϰ ĞŚĐŶĂŵŝ ƵĚ ƐĞůůĞnjĂ ƐĞ> ĞŚĐŶĂŵŝ ƵĚ ƐĞůůĞnjĂ ƐĞ> ϱϭϯϳϬ͗ϮϬ͗ϰϬ ϳϱϯ dhE/Dd^ > dhE/Dd^ > ϰϭϯϴϱ͗ϭϬ͗ϰϬ ϱϳϰ  >W EtKZ  >W EtKZ ϯϭϯϲϱ͗ϭϬ͗ϰϬ ϲϭϯ DD& D>   DD& D>   Ϯϭϯϭϱ͗ϭϬ͗ϰϬ ϱϲϮ ϭ ϬϬϬϮE ϭ ϬϬϬϮE ϭϭϯϬϱ͗ϭϬ͗ϰϬ ϭϳϭ ϲ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ ϲ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ Ϭϭϯϲϰ͗ϭϬ͗ϰϬ ϵϭϭ ƐĠŬŝŶ ƐĚĞŝW ƐĠŬŝŶ ƐĚĞŝW ϵϬϯϬϰ͗ϭϬ͗ϰϬ ϱϴϭ ƐĞƐƐŝĐƵĂƐ ƐĞƚŝƚĞƉ ƐĞů ƐĞƐƐŝĐƵĂƐ ƐĞƚŝƚĞƉ ƐĞů ϴϬϯϴϮ͗ϭϬ͗ϰϬ ϲϰϯ ϭ ^ t ϭ ^ t ϳϬϯϰϮ͗ϭϬ͗ϰϬ ϴϵϭ ϭ D d K/yE ϭ D d K/yE ϲϬϯϯϬ͗ϭϬ͗ϰϬ ϯϮϮ Ehz W >/hY ^> Ehz W >/hY ^> ϱϬϯϵϱ͗ϬϬ͗ϰϬ ϱϮϯ ƐƚŶĂŚƉŵŽŝƌd ƐĞ> ƐƚŶĂŚƉŵŽŝƌd ƐĞ> ϰϬϯϳϰ͗ϬϬ͗ϰϬ ϰϳ ŵĂĞƚ ƐΖĞƌƵĂ> ŵĂĞƚ ƐΖĞƌƵĂ> ϯϬϯϮϰ͗ϬϬ͗ϰϬ ϰϭ D dͲtE D dͲtE ϮϬϯϭϰ͗ϬϬ͗ϰϬ ϰϰϯ ƐŶŝƚƵů ƐĞů ƐŶŝƚƵů ƐĞů ϭϬϯϱϯ͗ϬϬ͗ϰϬ ϮϮϭ yΖƚƐĂƚŶĂ& ϰ ƐĞ> yΖƚƐĂƚŶĂ& ϰ ƐĞ> ϬϬϯϳϬ͗ϬϬ͗ϰϬ ϳϴϯ D/> > D/> > ϵϵϮϱϬ͗ϬϬ͗ϰϬ ϰϰϭ ƐĂĐŝŵŽƚ ƐĂďŵŽ ƐĂ> ƐĂĐŝŵŽƚ ƐĂďŵŽ ƐĂ> ϴϵϮϳϱ͗ϵϱ͗ϯϬ ϳϳϮ ƐĠŐĂƌŶĞ ƐĞů ƐĠŐĂƌŶĞ ƐĞů ϳϵϮϳϱ͗ϵϱ͗ϯϬ Ϯϳϭ EhZ E Eh^ ^ EhZ E Eh^ ^ ϲϵϮϭϱ͗ϵϱ͗ϯϬ ϴϭϰ ZK/ZZ t ZK/ZZ t ϱϵϮϴϰ͗ϵϱ͗ϯϬ ϳϭϰ ZdE/t ZdE/t ϰϵϮϲϮ͗ϵϱ͗ϯϬ ϱϰϰ ^/WWW hK> ^/WWW hK> ϯϵϮ
    • ϲϱ͗ϴϬ͗ϰϬ ϱϳϭ ŽŝƌĂD Śƚŝǁ ƐƐĞƌƉdžĞ ĞƐƵŽůƵŽd ŽŝƌĂD Śƚŝǁ ƐƐĞƌƉdžĞ ĞƐƵŽůƵŽd ϴϱϯϴϰ͗ϴϬ͗ϰϬ ϴϮϯ ϭ KDD/ d^KW ϭ KDD/ d^KW ϳϱϯϳϰ͗ϴϬ͗ϰϬ ϱϵϮ ϱϭ >K/Z d/Z ϱϭ >K/Z d/Z ϲϱϯϱϯ͗ϴϬ͗ϰϬ ϰϳϯ ^>/EW ^> ^>/EW ^> ϱϱϯϱϮ͗ϴϬ͗ϰϬ ϭϲ ƐĞĠŶĠƌLJW ŝĚŝD &&Z ƐĞĠŶĠƌLJW ŝĚŝD &&Z ϰϱϯϰϭ͗ϴϬ͗ϰϬ ϰϭϮ Ğŝ Θ ƐƵŚĐĐĂƌ Ğŝ Θ ƐƵŚĐĐĂƌ ϯϱϯϯϭ͗ϴϬ͗ϰϬ ϲϲϰ ϭ ^d Ks ^ >K ϭ ^d Ks ^ >K Ϯϱϯϳϰ͗ϳϬ͗ϰϬ ϲϵϮ E WZhW Z E WZhW Z ϭϱϯϱϯ͗ϳϬ͗ϰϬ ϱϱ džƵĂŵŝƵƋƐĞ ƐĞ> džƵĂŵŝƵƋƐĞ ƐĞ> Ϭϱϯϲϭ͗ϳϬ͗ϰϬ Ϭϰ ƚƌƵŽĐĐĂΖĚĂĨ ƚƌƵŽĐĐĂΖĚĂĨ ϵϰϯϰϬ͗ϳϬ͗ϰϬ ϭϳϮ Z/,W ^ Z/,W ^ ϴϰϯϭϬ͗ϳϬ͗ϰϬ ϯϳ ^D ^D ϳϰϯϰϱ͗ϲϬ͗ϰϬ ϲϮϯ ƐĞůďĂƚƵŽĚĞZ ƐĞ> ƐĞůďĂƚƵŽĚĞZ ƐĞ> ϲϰϯϵϰ͗ϲϬ͗ϰϬ ϵϱϯ ĂƚƉŵŽ Ăů ĞĚ ƐĞƐƵĞLJĂůĞZ ƐĞ> ĂƚƉŵŽ Ăů ĞĚ ƐĞƐƵĞLJĂůĞZ ƐĞ> ϱϰϯϮϰ͗ϲϬ͗ϰϬ ϯϰϯ Z/> h Z/> h ϰϰϯϬϮ͗ϲϬ͗ϰϬ ϴϴϯ ƐŶĂŝƉŵLJůƌŝ ƐŶĂŝƉŵLJůƌŝ ϯϰϯϯϭ͗ϲϬ͗ϰϬ Ϯϲϯ ^hY/d ZKD ^Z Wh ^> ^hY/d ZKD ^Z Wh ^> ϮϰϯϮϭ͗ϲϬ͗ϰϬ ϯϲϯ ^hY/d ZKD ^>> ^> ^hY/d ZKD ^>> ^> ϭϰϯϰϰ͗ϱϬ͗ϰϬ ϲϳϭ ƐĞĠƉƉĂŚĐĠ ƐĞ> ƐĞĠƉƉĂŚĐĠ ƐĞ> Ϭϰϯϳϯ͗ϱϬ͗ϰϬ ϱϬϰ //D h ,W > //D h ,W > ϵϯϯϲϯ͗ϱϬ͗ϰϬ ϬϮϯ ƐƵŽLJƵŽz ƐĞ> ƐƵŽLJƵŽz ƐĞ> ϴϯϯϱϯ͗ϱϬ͗ϰϬ ϭϱϯ ^K ZW^ ^> ^K ZW^ ^> ϳϯϯϴϮ͗ϱϬ͗ϰϬ ϵϰϮ & : D < & : D < ϲϯϯϲϮ͗ϱϬ͗ϰϬ ϴϭϯ /^ Ăů ĞĚ ƐĞůůŝĨ ƐĞ> /^ Ăů ĞĚ ƐĞůůŝĨ ƐĞ> ϱϯϯϱϮ͗ϱϬ͗ϰϬ ϴϵ ^dE >/& ^>/Kd ^> ^dE >/& ^>/Kd ^> ϰϯϯϬϭ͗ϱϬ͗ϰϬ ϴϴϭ Ϯ^Z E  Z D Ϯ^Z E  Z D ϯϯϯϬϬ͗ϱϬ͗ϰϬ ϱϱϮ ƐĨĞŝŚĐ ϬϮϯ ĞŚd ƐĨĞŝŚĐ ϬϮϯ ĞŚd Ϯϯϯϭϱ͗ϰϬ͗ϰϬ ϰϵϭ EK& < , EK& < , ϭϯϯϲϰ͗ϰϬ͗ϰϬ ϭϯϮ ƐĞŵĂĚ ĞĚ ƐĞůŽƌĚ ƐĞƐ ƚĞ ǀĂy ƐĞŵĂĚ ĞĚ ƐĞůŽƌĚ ƐĞƐ ƚĞ ǀĂy ϬϯϯϮϰ͗ϰϬ͗ϰϬ ϳϴϭ ϭ^Z E  Z D ϭ^Z E  Z D ϵϮϯϳϯ͗ϰϬ͗ϰϬ ϮϱϮ ƐĞůůŽĨ ƐĞƚƚĂƉ ƐĞ> ƐĞůůŽĨ ƐĞƚƚĂƉ ƐĞ> ϴϮϯϭϬ͗ϰϬ͗ϰϬ ϰϳϭ ĂƚƚŽĐ ĂŶŶĂW ĂƚƚŽĐ ĂŶŶĂW ϳϮϯϬϱ͗ϯϬ͗ϰϬ ϴϲ ^E/^hK Z/ZhK ^E/^hK Z/ZhK ϲϮϯ
    • Ϭϭ͗ϰϭ͗ϰϬ ϵϬϯ ƉŽŚ^ ĞƐƵŽůƵŽd ŶŽŵŽůĂ^ ƉŽŚ^ ĞƐƵŽůƵŽd ŶŽŵŽůĂ^ ϭϵϯϯϬ͗ϰϭ͗ϰϬ ϰϮ ĞůŝĐŝŵŽ ƐŝĂůĞZ ĞƚŶĂ^ ĞůŝĐŝŵŽ ƐŝĂůĞZ ĞƚŶĂ^ Ϭϵϯϲϰ͗ϯϭ͗ϰϬ ϳϯϮ   ϵϴϯϬϯ͗ϯϭ͗ϰϬ ϴϮϭ ϭ > ϭ > ϴϴϯϳϮ͗ϯϭ͗ϰϬ ϯϭϭ ƐĞůůĞƌŝŐ ƐĞů ƐĞůůĞƌŝŐ ƐĞů ϳϴϯϵϭ͗ϯϭ͗ϰϬ ϵϴϭ ϭϯ ŶŝĂŐƵ& ĞƚƚĞƌƵĂ> ϭϯ ŶŝĂŐƵ& ĞƚƚĞƌƵĂ> ϲϴϯϬϬ͗ϯϭ͗ϰϬ ϵϯϮ WW> WW> ϱϴϯϳϰ͗Ϯϭ͗ϰϬ ϯϴ ƐƚƌĂƵƋ ĞƌƚĂƵƋ ƐĞ> ƐƚƌĂƵƋ ĞƌƚĂƵƋ ƐĞ> ϰϴϯϰϯ͗Ϯϭ͗ϰϬ ϵϲϭ ϰ ĞƐƵŽůƵŽƚ ĞƚƚĞƌƵĂů ϰ ĞƐƵŽůƵŽƚ ĞƚƚĞƌƵĂů ϯϴϯϱϬ͗Ϯϭ͗ϰϬ Ϯϴϯ ^ZhK E ^Zh, hY^ ^> ^ZhK E ^Zh, hY^ ^> Ϯϴϯϭϯ͗ϭϭ͗ϰϬ ϴϬϯ  Zϯ ^>  Zϯ ^> ϭϴϯϲϬ͗ϭϭ͗ϰϬ ϰϲϭ ƐƌĞŶŶƵZ ŬĐĂ: ƐƌĞŶŶƵZ ŬĐĂ: Ϭϴϯϲϱ͗Ϭϭ͗ϰϬ Ϯϭϭ ^E/sKZD ^E/sKZD ϵϳϯϴϰ͗Ϭϭ͗ϰϬ ϰϴ ŐŶŝŶŶƵZ ƚƐĂ& ĚĞĞƉ^ ŐŶŝŶŶƵZ ƚƐĂ& ĚĞĞƉ^ ϴϳϯϳϰ͗Ϭϭ͗ϰϬ ϲϱϯ K: / ^> d /Z  K: / ^> d /Z  ϳϳϯϱϰ͗Ϭϭ͗ϰϬ ϰϴϰ ^>Z/ ^>, ^>Z/ ^>, ϲϳϯϱϰ͗Ϭϭ͗ϰϬ ϱϯϰ Ϯ d D^ Ϯ d D^ ϱϳϯϰϰ͗Ϭϭ͗ϰϬ ϯϬϰ ddhK E ^dd>>K/s ^> ddhK E ^dd>>K/s ^> ϰϳϯϳϯ͗Ϭϭ͗ϰϬ ϯϮϭ ŶŝĂŐƵ& ĞƚƚĞƌƵĂ> ŽƐƐ ŶŝĂŐƵ& ĞƚƚĞƌƵĂ> ŽƐƐ ϯϳϯϳϯ͗Ϭϭ͗ϰϬ ϰϲϯ ƉƵŽů ƚŶŝĂ^ ĐŝW zZ dKZ ƉƵŽů ƚŶŝĂ^ ĐŝW zZ dKZ ϮϳϯϴϮ͗Ϭϭ͗ϰϬ ϲϭϭ ^>Z/ /K> ^>Z/ /K> ϭϳϯϲϬ͗Ϭϭ͗ϰϬ ϰϵϰ ^ddK>h ^,hK ^> ^ddK>h ^,hK ^> Ϭϳϯϳϱ͗ϵϬ͗ϰϬ ϵϳϯ E z E z ϵϲϯϲϱ͗ϵϬ͗ϰϬ ϱϵϯ ĞŝůŽ& ŶĞ ĞŚĐƌĞŚĐĞZ Ă> ĞŝůŽ& ŶĞ ĞŚĐƌĞŚĐĞZ Ă> ϴϲϯϱϱ͗ϵϬ͗ϰϬ ϲϬϭ dK> d^hK> dK> d^hK> ϳϲϯϯϱ͗ϵϬ͗ϰϬ ϯϬϯ ϴϭ >K/Z d/Z ϴϭ >K/Z d/Z ϲϲϯϮϰ͗ϵϬ͗ϰϬ ϳϭϭ LJƵƉƵĂĞ LJƵƉƵĂĞ ϱϲϯϳϯ͗ϵϬ͗ϰϬ ϰϳϮ ϴ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ ϴ ŐŶŽŬĠD ƵĚ ƐƚŶĂĨŶ ϰϲϯϱϯ͗ϵϬ͗ϰϬ ϰϰϰ ddE,/W ddE,/W ϯϲϯϴϮ͗ϵϬ͗ϰϬ ϴϳϮ ůĞŵĂƌĂĐ LJŬĐŶƵĨ ůĞŵĂƌĂĐ LJŬĐŶƵĨ Ϯϲϯϵϭ͗ϵϬ͗ϰϬ ϭϮϭ ĞůůĞŶŶŽƐƐƵ Ζů ĞĚ ƐĞůůĞnjĂ ƐĞ> ĞůůĞŶŶŽƐƐƵ Ζů ĞĚ ƐĞůůĞnjĂ ƐĞ> ϭϲϯϳϭ͗ϵϬ͗ϰϬ ϳϲϭ Ϯ ^hK>hKd ddZh > Ϯ ^hK>hKd ddZh > ϬϲϯϮϭ͗ϵϬ͗ϰϬ Ϭϰϭ Kd/D Kd/D ϵϱϯ
    • ϭϱ͗ϭϮ͗ϰϬ ϲϴϭ ddhhK>> ddhhK>> ϰϮϰϭϯ͗ϭϮ͗ϰϬ ϲϱ ĞƵƋŝŶŽƌĠǀ ĞƵƋŝŶŽƌĠǀ ϯϮϰϬϮ͗ϭϮ͗ϰϬ ϳϱ ĞŶŝƌĚŶĂ^ ĞŶŝƌĚŶĂ^ ϮϮϰϱϬ͗ϭϮ͗ϰϬ ϲϬϱ ĞŝůŽ& ŝĨĞ ĞŝůŽ& ŝĨĞ ϭϮϰϴϬ͗ϬϮ͗ϰϬ ϯϰ ϭϬ ^zZD> ϭϬ ^zZD> ϬϮϰϳϰ͗ϵϭ͗ϰϬ ϱϭϮ ^s/dKD ^> ^s/dKD ^> ϵϭϰϱϰ͗ϵϭ͗ϰϬ ϱϲϭ ƐĞƚŶĂƐƐŝŐƵƌ ƐĞŶŝĂƚŶĂƌĂƵƋ ƐĞ> ƐĞƚŶĂƐƐŝŐƵƌ ƐĞŶŝĂƚŶĂƌĂƵƋ ƐĞ> ϴϭϰϱϮ͗ϵϭ͗ϰϬ ϮϬϰ <hW z <hW z ϳϭϰϰϮ͗ϵϭ͗ϰϬ ϭϲϮ ŵĂ^ŝĂ> ŵĂ^ŝĂ> ϲϭϰϱϭ͗ϵϭ͗ϰϬ ϱϯϮ ƐĞůůĞnjĂŐ ƐĞ> ƐĞůůĞnjĂŐ ƐĞ> ϱϭϰϭϬ͗ϵϭ͗ϰϬ ϭϵϮ Ϯϭ ĞůŽĐŝƌŐĂ ƚŝĚĞƌĐ Ϯϭ ĞůŽĐŝƌŐĂ ƚŝĚĞƌĐ ϰϭϰϴϰ͗ϴϭ͗ϰϬ ϰϭϯ ƚƐŽƉ ŽĚ s : ƚƐŽƉ ŽĚ s : ϯϭϰϯϮ͗ϴϭ͗ϰϬ ϭϬϭ Z  zZK: d^ Z  zZK: d^ ϮϭϰϬϭ͗ϴϭ͗ϰϬ ϬϳϮ ϯ >K/Z d/Z ϯ >K/Z d/Z ϭϭϰϮϬ͗ϴϭ͗ϰϬ ϭϵϭ dK/ LJ ^EK d dK/ LJ ^EK d Ϭϭϰϭϱ͗ϳϭ͗ϰϬ Ϭϵϰ ^dhE W ^dhE W ϵϬϰϯϯ͗ϳϭ͗ϰϬ ϯϲϰ ϭϯK ϭϯK ϴϬϰϮϭ͗ϳϭ͗ϰϬ ϳϬϯ ƐŶŝƚŶĂƐŝĂůW ƐĞ> ƐŶŝƚŶĂƐŝĂůW ƐĞ> ϳϬϰϲϬ͗ϳϭ͗ϰϬ ϮϮϯ ĐĂŶŐĂůď Ğǀŝs ĐĂŶŐĂůď Ğǀŝs ϲϬϰϰϮ͗ϲϭ͗ϰϬ ϱϲ ϯ ǁW ϯ ǁW ϱϬϰϲϭ͗ϲϭ͗ϰϬ ϰϰϮ >> D d >> D d ϰϬϰϱϭ͗ϲϭ͗ϰϬ ϯϲϮ Ϯ ϬϬϬϮE Ϯ ϬϬϬϮE ϯϬϰϴϰ͗ϱϭ͗ϰϬ Ϭϴϭ ϯd ^ ϯd ^ ϮϬϰϲϰ͗ϱϭ͗ϰϬ ϰϮϯ ͊ƚƌĂƉĞƌ Ăĕ ƚĞ ƐƌĂD ͊ƚƌĂƉĞƌ Ăĕ ƚĞ ƐƌĂD ϭϬϰϰϭ͗ϱϭ͗ϰϬ ϰϰ ϯϬ ^zZD> ϯϬ ^zZD> ϬϬϰϲϬ͗ϱϭ͗ϰϬ ϲϴϯ /E/s //s /Es /E/s //s /Es ϵϵϯϵϱ͗ϰϭ͗ϰϬ ϲϲϭ ϭ ^hK>hKd ddZh > ϭ ^hK>hKd ddZh > ϴϵϯϴϱ͗ϰϭ͗ϰϬ ϴϲϭ ϯ ĞƐƵŽůƵŽƚ ĞƚƚĞƌƵĂů ϯ ĞƐƵŽůƵŽƚ ĞƚƚĞƌƵĂů ϳϵϯϱϰ͗ϰϭ͗ϰϬ ϲ ƐƚŽůƌĂŚĐ ƐĞů ƐƚŽůƌĂŚĐ ƐĞů ϲϵϯϴϯ͗ϰϭ͗ϰϬ ϲϵ Ϯ ĞƐƵŽůƵŽd ƐƚƵŽĐ^ Ϯ ĞƐƵŽůƵŽd ƐƚƵŽĐ^ ϱϵϯϲϯ͗ϰϭ͗ϰϬ ϱϬϯ ϱ E Z&  hYE  ϱ E Z&  hYE  ϰϵϯϬϮ͗ϰϭ͗ϰϬ ϱϲϰ ^D  ĞĚ ^>KZ ƐĞƐ ƚĞ Z& ^D  ĞĚ ^>KZ ƐĞƐ ƚĞ Z& ϯϵϯϴϭ͗ϰϭ͗ϰϬ ϯϳϰ tD ^ Z>W tD ^ Z>W Ϯϵϯ
    • ϮϮ͗Ϭϰ͗ϰϬ ϵϰϭ ĞƐŝĂŶƵŽůƵŽƉ ƐĞů ĞƐŝĂŶƵŽůƵŽƉ ƐĞů ϳϱϰϴϬ͗ϵϯ͗ϰϬ ϵϱϮ dE ^ >,d  dE ^ >,d  ϲϱϰϳϮ͗ϴϯ͗ϰϬ ϯϮϰ ƐŝĂŐĂƌƵĂ> ĞƐƵŽůƵŽd ƐŝĂŐĂƌƵĂ> ĞƐƵŽůƵŽd ϱϱϰϵϰ͗ϰϯ͗ϰϬ ϯϵϯ ^D   ^>KZ ^> d zK: ^D   ^>KZ ^> d zK: ϰϱϰϴϭ͗ϯϯ͗ϰϬ Ϯϳϰ ^>> Ζ yE ^>> Ζ yE ϯϱϰϯϮ͗Ϯϯ͗ϰϬ ϲϱϮ ƐĞƚĂŵŽd ƐĞůůĞǀƵŽE ƐĞƚĂŵŽd ƐĞůůĞǀƵŽE ϮϱϰϯϬ͗Ϯϯ͗ϰϬ ϵϮϯ Ϯ KDD/ d^KW Ϯ KDD/ d^KW ϭϱϰϱϬ͗ϭϯ͗ϰϬ Ϯϵϯ ^hY/d^ dE & ϰ ^> ^hY/d^ dE & ϰ ^> Ϭϱϰϳϰ͗Ϭϯ͗ϰϬ ϭϱϭ LJĂůĞŚĐƵŽd LJĂůĞŚĐƵŽd ϵϰϰϱϬ͗Ϭϯ͗ϰϬ ϵϰϰ ĞǀŝƌĞƚƵĂ ĂĐĂ ĞǀŝƌĞƚƵĂ ĂĐĂ ϴϰϰϯϮ͗ϴϮ͗ϰϬ ϬϬϭ ŵĂĞƚ ŚĐĂŽĐ ƐƐŝŵ ŵĂĞƚ ŚĐĂŽĐ ƐƐŝŵ ϳϰϰϱϬ͗ϴϮ͗ϰϬ ϯϴϭ D  Z D  Z ϲϰϰϯϮ͗ϳϮ͗ϰϬ ϴϳϯ E/z E/z ϱϰϰϬϭ͗ϳϮ͗ϰϬ ϴϴ ĞŝůŽĨ ŶĞ ƐƚĂŚ ƐĞ> ĞŝůŽĨ ŶĞ ƐƚĂŚ ƐĞ> ϰϰϰϭϱ͗ϲϮ͗ϰϬ ϳϳϰ /DK D ͊>/& /DK D ͊>/& ϯϰϰϬϰ͗ϲϮ͗ϰϬ ϴϱϮ ůĂŵ ŶĂĨ Ğŵ ƐĂďŵĂĐ ƐĂ> ůĂŵ ŶĂĨ Ğŵ ƐĂďŵĂĐ ƐĂ> Ϯϰϰϭϯ͗ϲϮ͗ϰϬ ϵϵ ŵĂĞƚ ŚĐĂŽĐ ƐƐŝŵ ŵĂĞƚ ŚĐĂŽĐ ƐƐŝŵ ϭϰϰϱϭ͗ϲϮ͗ϰϬ Ϯϭϯ ĞůďŝƚĐƵƌƌƚƐĞĚŶŝΖ> ĞůďŝƚĐƵƌƌƚƐĞĚŶŝΖ> ϬϰϰϮϬ͗ϲϮ͗ϰϬ ϳϳϯ D D ϵϯϰϳϮ͗ϱϮ͗ϰϬ ϴϯϮ ϰ EK<D h ^dE &E ϰ EK<D h ^dE &E ϴϯϰϬϭ͗ϱϮ͗ϰϬ ϮϴϮ ϴ >K/Z d/Z ϴ >K/Z d/Z ϳϯϰϴϱ͗ϰϮ͗ϰϬ ϳϮϰ ƐĠƐƐĂ ƐĂƌ ƐĞ> ƐĠƐƐĂ ƐĂƌ ƐĞ> ϲϯϰϵϯ͗ϰϮ͗ϰϬ ϭϯϭ ƐĞƐŝŽĐĂŚůƵĂW ƐĞ> ƐĞƐŝŽĐĂŚůƵĂW ƐĞ> ϱϯϰϬϯ͗ϰϮ͗ϰϬ Ϭϲϭ ĂŵůĂ ĞĚ ƐƵů ƐĞ> ĂŵůĂ ĞĚ ƐƵů ƐĞ> ϰϯϰϵϮ͗ϰϮ͗ϰϬ ϯϭ ͘͘͘^>>/& ^/KZd ^Z Eh ͘͘͘^>>/& ^/KZd ^Z Eh ϯϯϰϴϮ͗ϰϮ͗ϰϬ ϵ D/d  d /d D/d  d /d Ϯϯϰϵϯ͗ϮϮ͗ϰϬ ϲϭ ĚƌĂŶƌĞ ŶŽŶĞƉŵĂ ŶŝĚŽ ĚƌĂŶƌĞ ŶŽŶĞƉŵĂ ŶŝĚŽ ϭϯϰϰϯ͗ϮϮ͗ϰϬ ϴϱϰ ƐĠƉŽůĐĞ ƐĞ> ƐĠƉŽůĐĞ ƐĞ> ϬϯϰϮϯ͗ϮϮ͗ϰϬ Ϭϵϭ Z  LJ K/E  Z  LJ K/E  ϵϮϰϭϯ͗ϮϮ͗ϰϬ Ϯ ƋŝŶŽD ĞĚ ůĞŵĂƌĂ ƵĂ ƐŬĂŶĂ< ƐŶŝƵŽŐŶŝW ƐĞĚ ƌƵŽƚĞZ Ğ> ƋŝŶŽD ĞĚ ůĞŵĂƌĂ ƵĂ ƐŬĂŶĂ< ƐŶŝƵŽŐŶŝW ƐĞĚ ƌƵŽƚĞZ Ğ> ϴϮϰϮϭ͗ϮϮ͗ϰϬ ϯϳϮ ϱ >K/Z d/Z ϱ >K/Z d/Z ϳϮϰϮϬ͗ϮϮ͗ϰϬ ϯϯϭ ƐĞůďŝĚĞƌĐŶŝ ĞŚd ƐĞůďŝĚĞƌĐŶŝ ĞŚd ϲϮϰϭϱ͗ϭϮ͗ϰϬ ϵϳϭ ƉŝďƉŝď ƉŝďƉŝď ϱϮϰ
    • ϰϱ͗ϴϰ͗ϱϭ ϮϭϬϮͬϬϭͬϴϮ ƚĂ ĚĞƚŶŝƌWϴϮ͗ϰϱ͗ϰϬ Ϭϱϭ ĞŶŝŶĂĞ: ĞŶŝŶĂĞ: ϰϲϰϱϯ͗ϲϰ͗ϰϬ ϲϱϭ ^^h&Zh^ ^> ^^h&Zh^ ^> ϯϲϰϭϬ͗ϰϰ͗ϰϬ ϱϱϯ E/ h& ddZh > s ^E/ ^hK>hKd E/ h& ddZh > s ^E/ ^hK>hKd Ϯϲϰϭϱ͗ϯϰ͗ϰϬ ϯϴϮ ϵ >K/Z d/Z ϵ >K/Z d/Z ϭϲϰϯϯ͗ϯϰ͗ϰϬ ϵϵϯ /E/s /E/s Ϭϲϰϳϰ͗Ϯϰ͗ϰϬ ϴϬϭ ƐƌƵŽũƵŽƚ ƐƌƵŽ ƐƌƵŽũƵŽƚ ƐƌƵŽ ϵϱϰϵϯ͗ϭϰ͗ϰϬ ϵϲϯ ϯs EK,d Z D EK/Eh ϯs EK,d Z D EK/Eh ϴϱϰ