*1/183,P/1S!1%7%:!',+94-!&%K?K++!B"%&!\@"D#A&KK?JH^S!49!)5!G O !/1 - *!)* !, 2 4 0 31 2 S!3( 1 - !+,-.,/!,-2!
,.34!,91!*1/183,P/1%!!!!!
K^ '(1!1<04*.91!3)+1!91519*!34!3(1!1/18394-)8!*(.3319!3)+1S!6()8(!9,-71*!594+!"!i!"f"NNSNNN*%!E2Q.*3!
)3!,88492)- 7!3 4 !3( 1!, 8 3. , /!/.+)-,-81!84- 2 )3)4 - %!!
?*@41%#'((>3<1:!B49!3(1!8,+19,!*.00493*!1/18394-)8!/1-*S!R4.!8,-!*13!3(1!548.*!+421!,*!@,-.,/!49!E.34%!J5!
,.34!)*!*1/18312S!3(1!548.*!)*!,2Q.*312!,.34+,3)8,//RS!,-2!)5!+,-.,/!)*!*1/18312S!R4.!8,-!84-394/!3(1!/1-*!PR!
,2Q.*3)-7!3(1!_44+S!548.*S!/1-*!)-)3),/)_,3)4-S!,-2!,.<)/),9R!548.*!T),!3(1 !A' j !84 - 3 94 /!)- 319 5, 81 %!!
!
[.7`&><\(%#)>(@\:!=1/183!3(1!2,Rf-)7(3!*6)38(!+421S!,-2!84-5)7.91!3(1!*+,93!JH!*133)-7*!594+!3()*!403)4-%!!
!!
Figure%6J26 G,RfY)7(3!=6)38(!!
G,RS!-)7(3S!,.34S!*8(12./1S!,-2!39)771912!PR!,/,9+!)-0.3!,91!*1/183,P/1!549!2,Rf-)7(3!*6)38(%!!!
! [.7:!3(1!8,+19,!*3,R*!,3!2,R!+42 1%! !
! &><\(:!3(1!8,+19,!*3,R*!,3!-)7(3!+421%!!
! N4(*:!3(1!8,+19,!*6)38(1*!P136 11 -!3(1!2 ,R!+ 42 1!,- 2!3(1 !-)7(3!+ 4 21!,8 8492 )-7!34 !3(1!)//.+ )-,3)4 -!
,.34+,3)8,//R%!'(1!*1-*)3)T)3R!9,-71*!594+!NikS!3(1!()7(19!3(1!T,/.1!)*S!3(1!1,*)1 9!3 ( 1 !+421!*6)38( 1 *% !
'(1!5)/319)-7!3)+1!91519*!34!3(1!)-319T,/!3)+1!P13611-!3(1!2,Rf-)7(3!*6)38(%!d4.!8,-!*13!)3!594+!$*!34!
"&N*%!!
! #@\'945':!=13!3(1!*3,93!3)+1!,-2!3(1!1-2!3)+1!34!215)-1!3(1!2.9,3)4-!549!2,Rf-)7(3!+421%!!
! 6+><<'+'9%C7%.5.+/%>384(:!'(1!*6)3 8( !)* !39)7 7 1 91 2 !P R!, /, 9+!)-0.3S!,-2!R 4 . !8 ,-!*13!3(1!39)771 91 2 !+ 4 2 1 !
34!2,R!49!-)7(3%!!
! #/.+(%";:!7)T1*!.*19!,-!403)4-!34!3.9-!IY!f!IBB!3(1!JH!UCG%!!
"^ =13!3(1!*+,93!JH!34%J&S!,-2!E . 34 !, - 2 !@,-.,/!,91!* 1 /1 83 , P /1 !54 9 !JH !+421%!
&^ =1/183!E['IS!,-2!3(1!JH!UCG!8(,-71*!,88492)-7!34!3(1!,83.,/!/.+)-,-81%!C%7%:!)5!3(1!8.991-3!*81-1!
)*!P9)7(3!1-4 . 7 ( S!3( 1- !3 ( 1!JH !U CG!,2Q.*3*!)3*1/5!34!/4 6 1 9!0 4 6 1 9n!, - 2 !)5!3( 1 !*8 1- 1 !)*!- 4 3!P 9 )7( 3!
1-4.7(S!3(1!JH!UCG!,2Q.*3*!)3*1/5!34!()7(19!04619%!!!
D^ =1/183!@,-.,/S!,-2!R4.!8,-!,2Q.*3!3(1!JH!UCG!PR!, 2 Q. *3 )- 7!3( 1 !2 )* 3, - 81 %!C %7 %:!J5!3 ( 1!4 P Q1 8 3!)* !- 1, 9!
3(1!8,+19,S!3(1!21T)81!,2 Q.*3* !3(1!JH!UCG !34!/46 1 9!046 1 9S!,-2!3(1 !JH!UCG !)*!)-!()7(1 9!046 1 9!)5!3(1!
4PQ183!)*!5,9%!!
Y.@,5><\(%#'((>3<1%%
! YW-:!J5!R4.!548. *!4 - !, - !4 P Q1 8 3!, 7 ,)- * 3 !*3 94 - 7 !P ,8 W /)7( 3 S!3(1!4PQ183!6)//!P1!344!2,9W!34!P1!*11-!8/1,9/R%!
;UO!84+01-*,31*!/)7(3!34!3(1!4PQ183!)-!3(1!594-3!34!+,W1!)3!8/1,9%!IBBS![0S!G46-S!U153S!H)7(3S!O1-319!
,-2!8.*34+)_1!,91!*1/183,P/1%!!
! B[;:!F)21!GR-, +)8!H,-71!8,- !P 1 !. * 12 !6(1-!3(191!)* !,!()7(!84-39,*3!4 5 !3( 1 !P 9)7(3!,91,!,-2!3(1!
2,9W!,91,!45!3(1!*81-1%!!
! OW-:!L)7(!U)7(3!O 4 +091**)4-!5. - 83 )4 - !8, - !P 1 !. * 12 !6(1-!3(191!, 91 !* 394 - 7 !/)7 ( 3* !)- !3( 1 !* 81 - 1 !
,55183)-7!3(1!)+,71!X.,/)3R%!!
B\>('%Y.5.3@'%%
F()31!P,/,-81!)*!3(1!6()31!P,/,-8)-7!5.-83)4-!4 5!3(1 !8,+19,!.*12!34!,2Q.*3!3( 1!84/49!31+0 19,3.91!,88492)-7!
34!3(1!1-T)94-+1- 3%!!!