Pengembangan Aplikasi Pengenalan polan Karakte

12

5/09123919/24795454695 7

89:9;<=>?@AB=CBD=EF:G<HCB<

I<B9JH<;@AB=FJFKCD=EF:G<;CLM=CNA:;CH<;O:C;HA=P<:<=<HQ< 8JRS:FERT:KR>9:C<>9G<=H:CUFRVWX<=Y9=K1Z?V1

[G<CJ\7

<=YC

R

]:

A^A=KR

G<:

<=<H

Q<R

AY9

77

_`abcdeb7 7

fgha7idijc7kjlmnabcdbja7bgj7oaj7mp7njocdq7njbrmcsta7bgcjjuqdvjc7`desicmidwdbhmn7 dqwmchbgla7rchbbjn7hn7xy7icmwcdllhnw7qdnwodwj7pmc7cjemwnhzhnw7dqigdnoljche7egdcdebjca7 rgheg7ha7rchbbjn7`v7gdnk7hn7edn{da7mc7hniobbjk7`v7oajc7hn7ihebmchdq7pmcldb|7}jbbjc7deeocdev7 hn7cjemwnhzhnw7dqigdnoljche7egdcdebjca7ha7agmrn7emlidcjk7bm7ahnwqj7qdvjc7hliqjljnbdbhmn7 rhbg7bcdkjumpp7rhbg7bgj7bcdhnhnw7bhlja7rgheg7rhqq7bdsj7loeg7qmnwjc7bhlj7bm7emliqjbj|7fgj7 cjaoqb7agmra7amlj7icmlhahnw7imbjnbhdq7mp7bgj7oaj7mp7bgha7dqwmchbgla7eml`hnjk7rhbg7mbgjc7 dqwmchbgla7bm7hnecjdaj7bgj7deeocdev7mp7bgj7kjbjebhmn7hn7rhkjc7cdnwja7mp7diiqhedbhmna|7 7

~jvrmcka7\7jocdq7jbrmcs€7}des7cmidwdbhmn€7‚mcrdck7cmidwdbhmn€7_qigdnoljche€7 ƒhwhbdq7„ldwj7cmejaahnw€7_qigdnoljche7xgdcdebjc7…jemwnhbhmn7

7

345/9195

SA=KFJ<Q<=†CH:<YCKCH<JYA]<;<C=CHCY<BQ<=‡<ˆA:BC;<:<=H<:<‰A=KAYCH<=†CH:< YCKCH<JYA=K<=GA=KK9=<B<=ECJHA:ŠECJHA:AEAB‡<=K<Y<L=<G9=‹9K< GAJC‰9HC HAB=CB‰A=KA=<J<=B<:<BHA:;A‰A:HCB<:<BHA:<JE<=9GA:CBLB<:<BHA:H9JC;<=H<=K<=L B<:<BHA:Q9:9E<:<ˆLB<:<BHA:Q9:9EB<=‹CLY<=J<C=ŠJ<C=R@AB=CB‰A=KA=<J<=B<:<BHA: C=C;A:C=K YC;Aˆ9H;A†<:<9G9G ;Aˆ<K<CHAB=FJFKCŒŽ ibhedq7xgdcdebjc7 …jemwnhbhmn‘R@AB=FJFKCC=Cˆ9B<=J<QQ<Jˆ<:9Y<J<G :9<=KJC=KB9‰HAB=FJFKC C=EF:G<;CR@AB=FJFKCŒŽC=Cˆ<=‡<BYCH<]<:B<=Y<J<G ‰:FY9BŠ‰:FY9Baednnjc ‰<Y<G<;<HA:BC=CR>AJ<C=‰<Y<‰:FY9BaednnjcLHAB=FJFKCŒŽ‹9K<HA:Y<‰<H‰<Y< ’dnkigmnjL“ldcb7gmnjLY<=ST” jcamndq7ƒhwhbdq7_aahabdnb‘‡<=K;9Y<Q GA=KCG‰JAGA=H<;CB<= HAB=FJFKCJ<‡<:;A=H9Q Y<= GAGCJCBCECH9:gdnkrchbhnw7 cjemwnhbhmn|7

><J<Q;<H9HAB=CB‰A=KA=<J<=†CH:<<Y<J<QYA=K<=GA=A:<‰B<=<JKF:CHG<:9=9Hˆ<JCB `des7icmidwdbhmn•‡<=KHA:Y<‰<HY<J<G ‹<:C=K<=;‡<:<EHC:9<=njocdq7njbrmcs‘R S<Y< H9JC;<= C=CYCˆ<Q<; HAB=CB ‰A=KA=<J<= B<:<BHA: <JE<=9GA:CB YA=K<= GA=KK9=<B<=;9<H9<JKF:CHG<HA:;Aˆ9HRSA=AB<=<=<JKF:CHG<‰<Y<‰A=KA=<J<=‰FJ< B<:<BHA:Y<:C;9<H9 Fˆ‹AB YCY<J<G †CH:<R”JKF:CHG<‡<=K YCK9=<B<= Y<‰<H GA=KA=<JCB<:<BHA:H9JC;<=<JE<=9GA:CB‰<Y<;9<H9†CH:<YCKCH<J–K<Gˆ<:Y<=‹9K< GA=KA=<JC‰FJ<H9JC;<=H<=K<=<JE<=9GA:CBRXAˆA:<‰<ECH9:Y<:C<‰JCB<;CC=C‡<=K <B<=YCˆ<Q<;<Y<J<Q—

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

1 !"-0%#.'#$(%# (%)%(*") %&+%#,-")'( '#2,*%# ."#$%# (%)%(*") %&+%#,-")'(3%#$/,.%4.'*"#*,(%#,#*,(-"#5%)'*'#$(%*2)"/"#*%/" ("5656(%#

789:;<;=9>?@=A9

B;=ACD;C9EF;=;G9>A=H;C9

I2&'(%/'2"#$"#%&%#(%)%(*")%&+%#,-")'('#'-"),2%(%#/,%*,'-2&"-"#*%/'.%)' %&$6)'*-%J1245JK92J1245JK92%*%,L%)'#$%#/%)%+*'),%#%.%&%4 L%)'#$%#.%)'/"("&6-26(,#'*2"-)6/"/("5'&3%#$.'-6."&(%#0").%/%)(%# L%)'#$%#/%)%+-%#,/'%M#*,(J1245JK92NO2JJP4QJ2/"5%)%$%)'/0"/%) .%2%*.'&'4%*.%)'$%-0%).'0%R%4'#'

S%-0%)TU,-,/J1245JK92NO2JJP4QJ2

V'&%'W#'&%''#2,*%(%#.'0")'(%#/,%*,0606*3%#$%(%#.'-%/,((%#-"&"R%*' 0"0")%2%&%2'/%#3J1293X3J129354QJ2YZ3%'*,&%2'/%#3[154QJ2\O]]J354QJ2\ .%#91[154QJ2!%/'#$W-%/'#$&'#$(%)%#.'/"*'%2&%2'/%#%.%&%4/"0,%4 3J12933%#$%(*'^%/'#3%.'(6#*)6&6&"4/"0,%4_+,#$/'%(*'^%/'`3%#$-"#"#*,(%# %2%(%4#'&%''#2,*0"/")*%0606*#3%%(%#.'*"),/(%#%*%,*'.%(("&%2'/%# 0")'(,*#3%a,#$/'%(*'+%/'3%#$.'2'&'4.%#3%#$2%&'#$/"/,%',#*,(%&$6)'*-% ),#,*0%&'(Xb4c[29[4d493Z%.%&%4+,#$/'Yd9]/"0%$%'0")'(,*e

XTZ f'-%#%e

XZ

0'%/g0'%/%R%&X0'%/%#3%#6&Z

R'g0606*,#*,(#",)6#'

h'g#'&%''#2,*,#*,(#",)6#'

( )*

+, -./0.1232425672896-4:;2<2=>:56

?@ABCB(DCECEFGHE(EIJHI(K(EIJHI(LALAF(MHEN(LC@DHBHENHE(OCENHE(PHBIEN(K(PHBIEN( 212(OI(BCFIHD(JHDIBHE(Q61R(OIEHPHSHE(D@ABCB(DCPLCJHTH@HE(HFHG(6223U(( VOHDGE(D@ABCB(MHEN(OIJHSGSHE(HOHJHW(BCLHNHI(LC@ISGFX(

(

*U,YCJHSGSHE(IEIBIHJIBHBI(LALAF(OCENHE(BGHFG(EIJHI(HZHJ(MHEN([GSGD(SC[IJ(HFHG( LHWSHE(LIBH(EAJU(

\U,]GEGF(PHTG(Q6 996362R(K(BCDC@FI(MHEN(OITCJHBSHE(OI(LHNIHE(\U*( ^U,]GEGF(PGEOG@(Q566 996362R((

(

?@ABCB(IEIBIHJIBHBI(HOHJHW(D@ABCB(GEFGS(PCPLC@ISHE(EIJHI(K(EIJHI(HZHJ(DHOH(LALAF( MHEN(LIBH(LC@GDH(EIJHI(_(HFHG(*U(

(

`COHENSHE(GEFGS(D@ABCB(@GEGF(PGEOG@(Q56996362R(OIJHSGSHE(PGJHI(OH@I( 961a(SCPGOIHE(PC@HPLHF(SC( 1261(OHE(HSWI@EMH(SC(2961U(( bH@HEMH(OCENHE(PCENWIFGEN(IEcA@PHBI(C@@A@(OHE(SCPGOIHE(IEcA@PHBI(FC@BCLGF( OIDC@NGEHSHE(GEFGS(PCPDC@LHISI(LALAFEMH(OCENHE(@GPGBX(

(

d_ef

g

hijk

g

ld_ef

g

mini

g

opd_ef

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_U

_Q

_^R

₍

(

qIPHEHX(

pd_eflrs_ft_{eUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUQuR(}

s_fv

g

w_fxy_f

g

z{

g

y_|}f

g

_{UUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUQ)R(}

r_{(((((((((((~(SC[CDHFHE(DCPLCJHTH@HE(QLIHBHEMH(*(HFHG(\R(}

z{

g

y_|}f

g

_{~(cGENBI(FG@GEHE(OH@I(BINPAIO(} ((FS(((((((((((((((~(FH@NCF(DAJH(

((MS((((((((((((((~(EIJHI(AGFDGF(WHBIJ(cA@ZH@O(D@ADHNHFIAE(

((S((((((((((((((~(EIJHI(OH@I(JHMC@(BCLCJGPEMH((

(

?@ABCB(OIHFHB(OIGJHENI(SC(FIENSHF( 1261(OHE(HSWI@EMH(SC(2961(OHE(EIJHI( LALAF(BHPDHI(PCE[HDHI(FIENSHF(DCENGJHENHE(FC@FCEFG(HFHG(PCE[HDHI(FIENSHF( SCBHJHWHE(Q1R(MHEN(OISCWCEOHSIU

(

€‚ƒ.„2>56-.425<92=6…†5296

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

%&./",0/&'!'&.)*"1&/-2.' 0"*+,.!'&.2.'+)&.'+0./&.' 1)3!'&.45243679282.' 0"*+,.&./&1"&)'9"&/ 61245 6792$%&'" ,/&:&/-2.' 0.*.;*,,.10/&),/&:&/-4524367928 ,3*-*-.2*./*,)'9"&/ "*.*/!)&,<=4>742?@29@4A493B1&/*.;*,,.1) ' !"!0"&,*/C

!"$%&'" (,/&:&/-D"&.E0/F9",

G910-* !0"*./*,&.&-&)&--&1)3-0!'&!0"&,*/C

HIJKLMNOKPJQORSJMJLTJUNVNMWPIXYZOOOO[O OOOOOOOOOOOOJSMOJ\O]^O

OOOOOOOOOOOO_LSQP`OILSQOaOSNWO_LSQP`YZ^O OOOOOOOOOOOObPIOYJOaOc^OJOdOeINRSHfMVf`^OJggZOOOO[O

OOOOOOOOOOOOOOOOeINRSHfMhLiNIjJklmNJnoMpOaOSNWOQPfqTNjRSHfMVf`k^O OOOOOOOOOOOOOOOObPIOY]OaOc^O]OdORSHfMVf`^O]ggZO

OOOOOOOOOOOOOOOOOOOOeINRSHfMhLiNIjJklmNJnoMpj]kOaOclcrOgOYYQPfqTNZILSQlVNsMYc\OtZOuOrccZ^O OOOOOOOOOOOOOvO

OOOOOOOOOOOObPIOYJOaOc^OJOdORSHfMVf`^OJggZOOO[O

OOOOOOOOOOOOOOOORSHfMhLiNIjJklmNJnoMpOaOSNWOQPfqTNjwJQQNSVf`k^O OOOOOOOOOOOOOOOObPIOY]OaOc^O]OdOwJQQNSVf`^O]ggZO

( )* ++++++++++++,-.+/0+1+23+0+4+5066789:;3+0<<=+++>+

++++++++++++++++506678?@A7.B0CDE70FGHI+1+87J+6-:KL7BM:HN:H9:;C3+ ++++++++++++++++,-.+/O+1+23+O+4+M:HN:H9:;3+O<<=+

++++++++++++++++++++506678?@A7.B0CDE70FGHIBOC+1+2D2P+<+//6-:KL7=.@86D97QH/2R+S=+T+P22=3+ ++++++++++++U+

U+ +

VWXY(Z[\]Y^([_`[a(b^WZYZ(`^cd_d_e(cXcfcg(ZY]cecd(]Y^da[`h(

(

N:KL0i+j-06+k.@08/l..@A?0IH+k.@0808Fm8N:HIR+l..@A?0IH+k.@0808FM:HN:HIR+6-:KL7+n@Qo..-.=++>+ ++++++++++++,-.7@iG+/IH.08F+I+08+k.@0808FM:HN:HI=++++>+

++++++++++++++++0,+/pM:HN:Hq7HDr-8H@08I/I==+ +++++++++++++++++++++++M:HN:Hq7HDl66/I=3+ ++++++++++++U+

++++++++++++IH-Nk.@0808F+1+,@LI73+ ++++++++++++6-++>+

++++++++++++++++,-.+/08H+0+1+23+0+4+k.@0808Fm8N:HIDr-:8H3+0<<=+++++>+

++++++++++++++++++++s-.J@.6t.-N@F@H7//6-:KL7BC=k.@0808Fm8N:HIB0CR+/IH.08F=k.@0808FM:HN:HIB0C=3+ ++++++++++++++++++++u@ivt.-N@F@H7/=3+

++++++++++++++++U+

++++++++++++++++i:..78Ho..-.+1+w7Hk-H@Lo..-./k.@0808Fm8N:HIR+k.@0808FM:HN:HI=3+ ++++++++++++U+JG0L7+/i:..78Ho..-.+x+n@Qo..-.+yy+pIH-Nk.@0808F=3+

++++++++U+

+

zcfc\(^YcfdZcZd_{c(Xd(aWXY(Z[\]Y^(|}(\Y`WXY(~6 096361([_`[a(`dec(fc{Y^( Xd`[fdZac_(ZY]cecd(]Y^da[`h(

(

N.0j@H7+j-06+s-.J@.6t.-N@F@H7/6-:KL7BC+N@HH7.8R+IH.08F+-:HN:H=+++>+ ++++++++++++08H+0R+O3+

++++++++++++6-:KL7+H-H@L3+

++++++++++++TTn@I:v@8+m8N:H+v7+97HJ-.v+ ++++++++++++,-.+/0+1+23+0+4+t.7m8N:H9:;3+0<<=+++>+ ++++++++++++++++t.7m8N:H?@A7.B0CD@L:7+1+N@HH7.8B0C3+ ++++++++++++U+

++++++++++++TT€@Lv:L@I0+PIH+:8H:v+/m8N:H=?@A7.+A@8F+H7.60.0+6@.0+m8N:HI+6@8+M:HN:HI+ ++++++++++++,-.+/0+1+23+0+4+m8N:H9:;3+0<<=++++>+

++++++++++++++++H-H@L+1+2D23+

++++++++++++++++,-.+/O+1+23+O+4+t.7m8N:H9:;3+O<<=+

++++++++++++++++++++H-H@L+<1+t.7m8N:H?@A7.BOCD@L:7++t.7m8N:H?@A7.BOCDE70FGHIB0C3+ ++++++++++++++++m8N:H?@A7.B0CDm8N:Hq:;+1+H-H@L3+

!"#$"!%&'()$(*$#+,&))-(./!0-10!(2*-1)&1&)!1&3(4$*%)!(5$*4$*%

( )) ********************+,-./012345-,6789:-;<=2>6;8*?@*3-4,/;/<A42-*B*./012345-,6;89C,,D,*B*

*********************************************************************+,-./012345-,6789E4F1-G* ************H*

************IIJ0K42-*:-;<=2>*345-,*L-K14* ************MD,*N;*@*OG*;*P*Q;KK-/R1SG*;??T*****U* ****************MD,*N7*@*OG*7*P*./012R1SG*7??T*

********************./012345-,6789:-;<=2>6;8*?@*3-4,/;/<A42-*B*Q;KK-/345-,6;89C,,D,*B* ***************************************************************./012345-,6789V12012G*

************H*

************IIJ0K42-*:-;<=2>*345-,*L-2;<4* ************MD,*N;*@*OG*;*P*V12012R1SG*;??T*****U* ****************MD,*N7*@*OG*7*P*Q;KK-/R1SG*7??T*

**********************Q;KK-/345-,6789:-;<=2>6;8*?@*3-4,/;/<A42-*B*V12012345-,6;89C,,D,*B* ********************************************************************Q;KK-/345-,6789V12012G*

************H* H*

(

WXYZ([\]^Z_(\`a\b(c_X[Z[(#132d1(eYefeg([Z^ehei(^Z_ib\aj( (

01kF;l*mD;K*A-lD</;n-NKD1kF-68*0422-,/o*,-M*>2,;/<*p42l=-KQ;<=o*,-M*KD1kF-*V12012E4F1-Q;<=2o* ************************************************,-M*>2,;/<*p42l=-K3Dqo*,-M*KD1kF-*V12012E4F1-3DqT***U* ************;/2*;o*7G*

************KD1kF-*2D24F*@*O9OG* ************KD1kF-*S4r*@*stG*

************IIp4>1L4/*./012*L-*R-2qD,L* ************MD,*N;*@*OG*;*P*+,-./012R1SG*;??T* ******************+,-./012345-,6;89E4F1-*@*0422-,/6;8G*

************IIu4FL1F4>;*345-,*./012*1/21L*./012>*K4/*V12012>* ************MD,*N;*@*OG*;*P*./012R1SG*;??T****U*

****************2D24F*@*O9OG*

****************MD,*N7*@*OG*7*P*+,-./012R1SG*7??T*****U*

********************2D24F*?@*+,-./012345-,6789E4F1-*B*+,-./012345-,6789:-;<=2>6;8G* ****************H*

****************./012345-,6;89./012v1S*@*2D24FG* ****************./012345-,6;89V12012*@*wN2D24FTG* ************H*

************IIu4FL1F4>;*345-,*Q;KK-/*1/21L*./012>*K4/*V12012>* ************MD,*N;*@*OG*;*P*Q;KK-/R1SG*;??T***U*

****************2D24F*@*O9OG*

****************MD,*N7*@*OG*7*P*./012R1SG*7??T****U*

!!"#$%&"'()*+#,-./-01.2.%34 !!"#$%&"'()*5-.,-.167.2.%384 9

::;%'<5-.,-.."'.#== >2'71?4@5-.,-.A-04BB8C .2.%31?*?4

>2'7D1?4D@!!"#A-04DBB8C

.2.%3B1!!"#$%&"'(D)*5-.,-.E!!"#$%&"'(D)*F" =G.H()4 9

5-.,-.$%&"'()*+#,-./-01.2.%34 5-.,-.$%&"'()*2-.,-.167.2.%384 >75-.,-.$%&"'()*2-.,-.I0%J8C K%.LG"!$2M1K%.LG"! =G4 5-.,-.N%3-"$2M10%J4 0%J15-.,-.$%&"'()*2-.,-.4 K%.LG"! =G17H.'#=85-.,-./".()4 5-.,-.N%3-" =G.10%J4

9 9 9

OPQRSTUVWTXUSTYZ[P\U]PQRSTSTR^_T``T[ZUaTSUSTVUQSZYURUTYZ[TVPWb

,'c%."!2-d3"67!2-d3"J8C'".-'#7e:7eBK%.G*fJ,7gJ88849

hZ`UQRVUQ]PQRSTPQWPV^ZQiU[TQTaUTZ[[_[jUQRUVUQ`TP^\UQYUaTVUQ`UaU^ \[_SZSYUiV\[_\URUWZU`UaUkSZYURUTYZ[TVPWb

,-d3L!2-d3"l".m2.%3f''2'7n''%&$ H.m'% # #=+#,-.Hon''%&$ H.m'% # #=5-.,-.H8C !2-d3".2.%31?*?4

>2'7#.1?4@m'% # #=+#,-.H*;2-#.4BB8C

62'M%'!p'2,%=%."77!2-d3"()8m'% # #=+#,-.H()o7H.'#=8m'% # #=5-.,-.H()84 >2'7#.D1?4D@5-.,-.A-04DBB8

.2.%3B1K%.G*p2M775-.,-.$%&"'(D)*m%'=".g5-.,-.$%&"'(D)*2-.,-.8o<8:<4 9

'".-'#.2.%34 9

qrstuvwxyvyxz{|wx}vyxzz

( )*

+,-.,/-.,(29(0-123(+,-.,/-.,( 12(0-12(4,-(5,1-(6(5,1-7(8,4,(9:-0( ;:-<,20=,-(2:=4,;,2(;151>,-(0-20/(9:5,/0/,-(;151>,-(+,-.,/-.,(5,.:=(.,-<(,/,-( 41<0-,/,-3(-15,1(;,4,(9,?1-<@9,?1-<(5,.:=(4,-(A0<,(0-20/(9:-:-20/,-(5B/,?1(C15:( <,9+,=(?,9;5:7(

(

D,9+,=(E7(FB=9(8:-<,20=,-(G;51/,?1((

(

H:4,-</,-(I,1-FB=9(9:=0;,/,-(2,9;15,-(02,9,(419,-,(;:-<<0-,(4,;,2( 9:5,/0/,-(C0-<?1(6(C0-<?1(02,9,(?:;:=21(6213(#132J10612(4,-( #19#17(8,4,(9,1-CB=9(2:=4,;,2(;151>,-(0-20/(9:5,/0/,-(;:-<:-,5,-( /,=,/2:=(,5C,-09:=1/(4:-<,-(K,=,(9:-<<,9+,=(;,4,(,=:,(<,9+,=3(,2,0;0-(A0<,( 4:-<,-(K,=,(1-;02(<,9+,=(4,=1(C15:7(

( ( ( ( ( ( ( ( ( ( ( ( ( (

D,9+,=(*7(I,1-(FB=9(G;51/,?1((

LMNOPQRSTUQVWXUYWZTU[\UQVW

],=1(>,?15(;:-:5121,-(4,-(:^,50,?1(9:-<<0-,/,-(,;51/,?1(;:-<:-,5,-(/,=,/2:=( ,5C,-09:=1/(1-1(4,;,2(412,=1/(/:?19;05,-(.,120(_(

!"#$%&'$"()*()&#&)%&+&%,(+&#-&)./(+$%$)$0&"&,/(/1(+$%&)*&/1&+2&'$# 3&)*'('.&$0()*&)%&+&%,(+*&/1&+3&)*0$/&'.%&)4#(2"()**.)&1('(+,& 0()*&),$)*%&,"+('(),&'(%(5454%&))3&

6 7&0&"()*&,.+&)#&3(+'&,.89&%,.3&)*0$1.,.2%&)'$',(/.),.%/(#&%.%&) ,+&$)$)*,(+1$#&)*5("&,:(,&"$/(/$#$%$%(#(/&2&)0&#&/,$)*%&,%(&%.+&'$&) 0&#&//()*()&#$"4#&%&+&%,(+;(0&)*%&)"&0&"()*&,.+&)#&3(+0.&0&) #&3(+,$*&89&%,.3&)*0$1.,.2%&)'$',(/.),.%/(#&%.%&),+&$)$)*,(+1$#&)*

>$#&-4),*&/1&+'&/"#('&/&0()*&)-4),*&/1&+/&'.%&)8/&%&&%&) /()*2&'$#%&)2&'$#3&)*/&%'$/&#?4),*&/1&+/&'.%&)3&)*/$+$"0()*&) -4),*&/1&+'&/"#(8/&'$20&"&,/(/1(+$%&)2&'$#'('.&$0()*&)3&)* 0$2&+&"%&)

;&#&2'&,.54),42%(/.)*%$)&)"()(+&"&)&"#$%&'$$)$/$'&#)3&0$"(+*.)&%&) .),.%/()*()&#$"#&,)4/4+%()0&+&&)'(5&+&4,4/&,$'0&+$2&'$#,&)*%&"&) %&/(+&0$*$,&#3&)*0$"&'&)*0$#&"&)*&)"&+%$+0$".'&,"(+1(#&)W&&) 7()*(/1&)*&)&"#$%&'$$)$#(1$2#&)W.,/(/.)*%$)%&).),.%/()*%4/1$)&'$%&) k(.+&#k(,94%7&0&;$',(/7()0(,(%'$=&)**.&)Tje;V>(+0&'&+%&) !)4/&#$ ;.&,. w&+$)*&) e$&%'(' f%,41(+ aab

( )* +,-./01( ,-.234-5(67(89//0:7(;<.=>32?2.(@-AB2(C-=-A23(4<.=2.(;<.4<D2A2.(

E3=>B-AF-D5(G.H>BF2A-D27( (

+IJ=/K1( IJ=B>?>5(L7(89//K:7(;<.=2.A2B(L>HAD>FMJA-.=7(C-2DN<N(9)(ODA>P<B(9//Q7(

?AAMRSS2N.J=B>?>7.<ASM<.=2.A2BTN>HAD>FMJA-.=( (

+UJN/K1( UJNJF24<V-5(L7(89//K:7(EBA-H-W-23(G.A<33-=<.W<(8X<D.-D(42.(EM3-D2N-.Y2:7( Z([2.J2B-(9//K7(;<.<BP-A(\B2?2(G3FJ(]>=Y2D2BA2(

(

+62A/91( 62AA?<V5(67(89//9:7(7I<A(^N<B(G.A<BH2W<(V-A?(@_R(`-.4>VN(a>BFN(2.4( @JNA>F(@>.AB>3N5(EMB<NN7(

(

+C<-/91(((((((C<-A<37(89//9:7(@_(b>V(X>(;B>=B2F5(;B<.A-W<(b2337( (

(

c

(