0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf ·...

30

Transcript of 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf ·...

Page 1: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'#()*+##('%",$*-./*0*

12/+%"#*

3#4.#/%52/#*

67%89#*

-/#%*)+*!"#:18);*

67%89#<*

-'<)/'#(*

17)/5;%=#*

67%89#<*

$*

$*

>* >*

Page 2: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$"%&'#()%*+",-%&)%.-&*)%)/-%01-%#2%3&1-*%45#..%$/#%&56(-7%)/&)%+,-8&.'-7#%

2--7'&,9%&1:.+;-7%*#.&5%<&5+&0#"*%25#1%#5'+)&.%,/&"6-*=%>&)-5%)/-%)/-#5?%$&*%

&7<&",-7%1&)/-1&0,&..?%$+)/%&"%-1:/&*+*%#"%*(11-5%*-&*#"%&"7%,&1-%)#%

'-%9"#$"%&*%@A+.&"9#<+),/%2#5,+"6B%%

45#..%CDEC8CFDG%

Page 3: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

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

.+/0(+&'1%23'45(

6''43%&7(

%,4(.+/05"/(+/(

Page 4: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()'

*#+,%#'-)..#$/'

012'

12'

345'145'

607'89:$#+,)'

1434;14<<'=,$>&''

0<34;0<<<'

?)$#.'*:#$'8>+@#9:'6,+'!:=A:+#(>+:'

!+#$&,:$('2"#$B:',$'CD22'6EF'+>$&'

GD).#+'6=A.,H9#I)$J'

Page 5: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()*$+,-%.#/0'1#/%$'2(3'-4%/56'/#&)%$+768'9:';46'5$#9%$')6%/'

(<='>#86$?' 3(<'>#86$?'

@&#)'A#$$%/8'%/8'B+;7'CDDE'

Page 6: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()*$+,-%.#/0'#/$1'+/'234'5#&234&/'64)+7*34&4'

Page 7: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'(")*"+,+'(-".#/"#)"-01#0.2,#3"4+)5,(",%+50.2,6)#7"/$(0#1"

38'"9:38"2'#3$(;"0#"!(262")&-'(<,6)#-"=>(?;&;5,@"9:::A">)5;,@)<"

'3",5"9::9B""

C8;"/)"D'"-''"4+)5,(",%+50.2,6)#7"0#"*$3$('"-2'#,(0)-E"

FG+'23"8018'("'H$050&(0$%"250%,3'"-'#-06<03;"0#"+)5,("('10)#-I"

&$3""38'"250%,3'"0-"#)3"0#"'H$050&(0$%"

!"#$%&#'&()#*"%+,-"#./-%&+0"&/#1'(%-#%*1(02$%3'&4#

##5#678#/-"&9#0&#/:"#7-$3$#;#678#/-"&9#<'-#/:"#=>#

Page 8: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&$'()*+(*,-./01$#(2%-.(!"#$%&'"()#*(-,03(

4-%56(-2(784(

96-0$(4:(

*,-./03(

;$2$%$,<$(

=$%1-'((

)6/'1,>(?(#/.@01,>(

$%%-%(-2(@$,5/'#(

Page 9: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'$()%&*+,#-.$%)/&(0)1,&*#(')*.2',%)#,%.)2.)$.()0#3')%&4$&51#$()

6.,#")#*6,&51#-.$)&$)&$2&3&2+#,)'$%'*7,')*'*7'"%).8)(0')9:(0)

1'$(+";<)!0'"')&%)$.)"'#,)2&='"'$1')7'(/''$)*.2',%)#$2).7%'"3#-.$%)

.$)(0&%)*#>'"<)

?#$4)'()#,)9::@)1.$1,+2'2)A).8)9:)*.2',%)/'"')#7,')(.)"'6".2+1')

3#"&#7&,&(;),&B')(0#()/0&10)&%).7%'"3'2)&$)(0')'#",;)9:(0)1'$(+";C)(0.+40)

$.()&(%)-*&$4<)!0+%)(0';)#"4+')(0')'#",;)/#"*&$4)&%)$#(+"#,)3#"&#7&,&(;<)

D./'3'"C)(0';)/'"')3'";)4'$'".+%)&$)/0#()(0';)1.$%&2'"'2)#)4..2)

*#(10)7'(/''$)*.2',)#$2).7%'"3#-.$%<)E)10.%')#)*."')%("&1()

"'F+&"'*'$()#$2)8.+$2)$.)%#-%8#1(.";)1.*6#"&%.$)'3'")&$)GGHIJ)&$)

KA::);'#"%).8)#)*.2'"$)2#;)L1.$(".,M)N#$$+#,,;)6'"&.2&1)1,&*#(')

8."1&$4O)

Page 10: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"<%52'.6'5$2'

=%85$/>'?@A@!

"#$!%&!'($!)*+'!%#$,-./$#+.%#01!2103'4-$5!$#$*67!8010#9$!91./0'$!/%-$1+!

:$7!*$+41'+;!

<5!=%190#.9!-4+'!9%41-!099%4#'!&%*!.9$!06$+>!84'!%*8.'01!?0*.03%#+!9%41-!#%'!

8$904+$!'($!9(0#6$!'%!+%10*!*0-.03%#!.+!'%%!+/011!2%%@+A5!

B5!C($*$!.+!0!'(*$+(%1-!103'4-$!%&!.9$!9%?$*!%#!'($!@10#$'>!.&!.9$!0-?0#9$+!'%!

'(.+!103'4-$>!.'!D.11!'($#!E4.9F17!*$09(!'($!$E40'%*!2.$!+#%D8011!$0*'(5G!H$!

$+3/0'$-!'(.+!103'4-$!.+!08%4'!IJ-$6G!

Page 11: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

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

/#+*#),#/%-'%0123%4#('.%

5'/#*$6%7"#%8()$#-%8(9$:#/%;$-'%

-'-)(%;+#%+'<#*=%

>?@%-"#%;+#%+'<#*%/'#,%$'-%:'%

).)A%9$(#,,%-"#%-"#%,'()*%

+'$,-)$-%;,%5),,;<#(A%;$+*#),#/=%

B#$+#%C9/AD'%*#)(;E#/%;+#F)(4#/'%

G##/4)+D%+'9(/%+)9,#%;**#<#*,;4(#%

+(;5)-#%+")$:#%

Page 12: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'#"()"*+,"-."/#0+.1#

*",'2+-3#+4"#52+$#/$*6"-+-3#.1"#

&7*8$4"9#$-/#-'."/#.1$.#+.#

0$*,"/#.1"#)'%"&#:;#<=/"3#>#:7.#

/+/#%+?%"#.'#.1"#%'0"*#%[email protected]/"&A#

B#,"&&$3"#.1$.#1$&#:""-#&%'0#.'#

.$6"#1'%/C#

Page 13: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"
Page 14: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"  #$%&'()*&+,%),-*+./0,1&').')2&$3)34-.5*34%45)6&%),)5+,27&04,')-&84+)

9"  :&+,%);,%-.'().5)5<%6,04)$%,**48)

Page 15: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()*(#+%#),*-',(.#*/-'01)2(#').+)3-%#)0#0/(#4-5#-6#708-*5/('(#+*#

&-85)'),9(#0-#0/(#').+)32(#6-'&+%:#-6#0/(#;<=#+%&'()*(#>1/+&/#+*#),-?0#

@AB8="##

Page 16: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'#()*+&'#,*-'#(.#/*'0%1#0%&#2'3)&45&#2'#4(5*)(&,#5%*)0-46&#

)4,247*'#40#0%&#8*9#*:#;0/*59%&)&#*6&)#<4',#*33=)5#9)2/4)2<.#2'#>?@ABC#

(=0#*6&)#*3&4'#20#25#:)*/#>?@ABC#8D@EFCD#G;HH#

Page 17: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()*($+&,-("&.(/"0,1.2(

34(!-2&()#+52&(.+6&()*($+&,-7(,-2(81#9":2(6"#$%&'(%8($";%$1$(%&(<=>>(?(

6-%:-(6"8(2;@/"%&2.()*(A"&")2("&.(B,+1C2#("8(,-2(0$2(6-2&(

"&+$"/+18/*(,-%&(82"(%:2(-"8('#2",28,(%&D12&:2(+&(6"#$%&'E(

Page 18: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()$)"*$+,-.%'/$%'$&0..*-1$2*3,0&*$%3*$,'4$&'5+$3,'()$+,-.$,657*$

8$4*/9:$,'4$53*,'$+,-.&$&;5+;#<$$

Page 19: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()&*&+,-$.%%/'0$.$)&10.#$+0'(0#.+/#0$(#"2)0$.13$)0+$"*0.1$

+0'(0#.+/#0$40$5$306$78$

9$:$+9&*;10%%$

;$:$*"13/*<=&+,$

>%$:$>"($%/#?.*0$+0'(0#.+/#0$&1$306$7$

!*$@$A$;$>%B9$

!10+$@$C$D$E>%$$F=0#,$*#/30),-$.%%/'&16$1"$%/1)&69+$&1$?.))-$C$G$E$

.#0$*"1%+.1+%H$

$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$>%$@$A9C$B$F;D9EH$

!*$:$*"13/*<=0$I/J$

!10+$:$.+'"%(90#0$10+$I/J$&*0$

Fc

Tf ~0 C

Ts

T(z) h

Fnet

Page 20: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

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

./0123#

&#4#

53063#"7899#6&80/3"#.0#:&.0#.63#&8;3#8#<=>5#?.//32#.0@A3063#10#"A2B863#

:37C328:A23#).0#619D#"38"10-E##

Page 21: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

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

!"#$%&'(()/0'.)1*234#&5)678)

#5&*.')9#&%)4#&')

:#;'.'&$')#()/3*2-)-"')(/,')/44)<'/.=)32-)3'$/2(')#$')#()-"#&&'.)#&)

>/44=)#-)+#44)"/?')/)3#55'.)/;'$-)*&)+/.,#&5)#&)>/44@))A&*+)#()

/&*-"'.)B/$-*.)-"/-)/11()-*)#&(24/C*&)/&1)1#,#&#("'()-"')';'$-)*B)

-"#&&#&5)/()#-)9#4'()29@)

D'&$')#$'E/43'1*)B''13/$%)#()-.#$%<@)F-)*&4<)G*9'./-'(H)+"'&)-"'.')

#()(2&4#5"-=)32-)#-)/;'$-()(2.B/$')-',9'./-2.')9.#,/.#4<)+"'&)-"')

(2&)#()1*+&I)

Page 22: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'(&)#*+)(&")(,+(&#,"#-%+.#%-#"/0,+12#34/&/45&/",+16#

!77#)5(#4%",89(#-((.'/:;#%::<&"#,+#"<==(&#/+.#/77#)5(#+(1/89(#

-((.'/:;#%::<&"#,+#>,+)(&?#

@5(#+(1/89(#-((.'/:;"#/&(#-&%=#>/&=,+1#:/<",+1#,+:&(/"(.#

%<)1%,+1#7%+1>/9(#&/.,/8%+#/+.#)5(#-/:)#)5/)#,:(#&(A1&%>"#/+.#

"+%>#&(A/::<=<7/)("#,+#>,+)(&B#

Page 23: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()'&'(*&+#,-).*&)/0*%"&-**%0).12&3(4/*&456",')$'2&4+&)&/*++*,&

-).'",2&'()$&/".)/&7$*'&89:&;#<&-",.4$=>&?",&+#,-).*&;#<&6/#+&/)'*,)/&(*)'&

',)$+6",'&.()$=*@&)$%&/"$=3)A*&-**%0).1B&

C()'&4+&'(4+&$*'&89:&;#<&-",.4$=&?89:D'"6&"-&)'5"+6(*,*@E&F""%&

G#*+H"$I&J'&*<*56/4K*+&"#,&%4L.#/'M&34'(&),H.#/)H$=&-**%0).1+&"A*,&

/454'*%&),*)+B&

Page 24: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"
Page 25: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

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

.+/0(+&'1%23'45(

6''43%&7(

%,4(.+/05"/(+/(

)0',(.'(87,5&7(5"/9(%($''43%&7(0%:'(.'(#'%22;(<"%,=>'4(+/?(%@'&/A(5#(%#'(

$''43%&7?(,5,2+,'%#B(

Page 26: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%&'()*$"+%,-.%.)//'#0"12*%

$'#*'(%3''45"6$%'/17"0'/%%

0#"*/)'*0%8"#7)*9%6()7"0'%#:*/%%

;'7<'#"0:#'%3''45"6$%)/%"<<#2=)7"0'(>%8-"0%

?)*02*%#'3'#/%02%"/%(2*98"@'%3''45"6$%

A"(0-2:9-%6(2:4/%"*4%8"0'#%@"<2#%62*0#)5:0'%

"%()B('%)*%0-'%<2("#%#'9)2*/%022C%

Page 27: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"
Page 28: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"
Page 29: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"

!"#$%$&'()*')+(,-'./)01),(,&$#)2".*+.34)

5'+#6)6')7'/"*8,(9)3,:$..")$(6)/$;")9$//$<7)("9$&=")7')&/"7>$#"7)$.")7?$22"6@)

Page 30: 0* 12/+%#* $*bitz/514_2013/lecture_apr9.pdf · !"#$%"&'()'*+,-#./'01$2'23245'.6'7.&%8'8%,"%9.:';%8"%9.:'.:'5$2'4&"