Top Banner
C {wzgruh{gd ockmzrbzcncthbi igwrcl &OZI( igt~brm ebr tfg dgtgrahicthbi be olbbd nlwkb{g hi dhcogthk zcthgit{) Ibi! hiuc{hug agc{wrgagit be olbbd nlwkb{g kbikgitrcthbi oc{gd bi rgelgktgd lc{gr ogca erba tfg hidgv ehingr fc{ oggi rgzbrtgd hi tfh{ zczgr)  Tfh{ agtfbd dgzgid{ bi Fglhwa!Igb i &Fg!Ig( nc{ lc{gr bzgrcthin ct 5;?)6 ia ~cug lgintf) Dwrhin agc{wrgagit tfg hidgv ehingr h{ zlckgd hi tfg lc{gr ogca trci{kghugr wiht, tfg rgelgktgd bzthkcl {hnicl h{ kbiugrtgd hitb ht{ kbrrg{zbidhin glgktrhkcl {hnicl cid W@H KBOC Z_BN_CA ACTLCO WITWM CZLHMC[H @C_HINCI [XC_CE TH_WCI OCKM Z_BZCNC[H, NGIGTHM CLNB_HTAC DCI [BA Twnc{ Mwlhcf  @C_HINCI [XC_CE TH_WCI Zrbe Dr) Hr) Cihcth Awrih [hth @wlchfc  " :8: 578 >4?: Zc{kc [cr`cic Tgmiblbnh Ohbagdh{ Wihugr{htc{ Hidbig{hc Dg{gaogr ?:3:
21

Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

Feb 11, 2018

Download

Documents

Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 1/21

W@H KBOC Z_BN_CA ACTLCO WITWM CZLHMC[H @C_HINCI [XC_CE TH_WCI

OCKM Z_BZCNC[H, NGIGTHM CLNB_HTACDCI [BA

Twnc{ Mwlhcf 

 @C_HINCI [XC_CE TH_WCI

Zrbe Dr Hr Cihcth Awrih

Page 2: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 2/21

Zrbe Dr Hr Cihcth Awrih

 @C_HINCI [XC_CE TH_WCI OCKM Z_BZCNCTHBIZgahlhfci Dctc [gt cdclcf 0 Owhldhin Dctc{gt0

Ehlgicag0 owhldhinRdctc{gtZrgdhkt tfg gigrnx w{cng be c fbw{g, oc{gd bi thag be dcx cid ucrhbw{ ~gctfgr ucrhcolg{)Ci g{thactbr kci og ebwid ox Ehtthin tfg hizwt{ cid tcrngt{

 Tfg dctc {gt kbi{h{t{ be 4?:8 {cazlg{)/owhldhinHizwt{/ h{ ci 34v4?:6 actrhv, ~fb{g rb~{ crg03!3:0 Kbdgd dcx be tfg ~ggm, thag be dcx330 Tgazgrctwrg3?0 Fwahdhtx3;0 [blcr {trgintf340 ^hid/owhldhinTcrngt{/ h{ c ;v4?:6 actrhv be gigrnx w{cng)

[glgkt Dctc

Hizwt{ .owhldhinHizwt{. h{ c 34v4?:6 actrhv, rgzrg{githin 4?:6 {cazlg{ be 34 glgagit{) Tcrngt{ .owhldhinTcrngt{. h{ c ;v4?:6 actrhv, rgzrg{githin 4?:6 {cazlg{ be ; glgagit{)

Uclhdcthbi cid Tg{t Dctc Trchihin >:' 1 ?845 [cazlg{Uclhdcthbi 37' 1 5;3 [cazlg{

 Tg{thin 37' 1 5;3 [cazlg{

 Tcazhlci Cr{htgmtwr @Crhinci [xcrce Thrwci Ockm Zrbzcnc{h {gocnch ogrhmwt 0

Zcdc Tcfcz Zgaoglc`crci ACTLCO agicazhlmci hiebrac{h {gocnch ogrhmwt0 

Page 3: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 3/21

Nrcehm Ewin{h Eht thdcm dczct dhtcazhlmci mcrgic agahlhmh ocixcm dhagi{h &Mhrh([gdcinmci Zgrebrac{h uclhdc{h xcin tgrochm dhtcazhmci zcdc zb{h{h gzbkf tgrtgitw)

Nrcehm ewin{h Nrcdhgit, Aw dci Uclhdc{h dhtcazhlmci {gocnch ogrhmwt

Fc{hl zcdc Tcfcz Zgaoglc`crci cdclcf {gocnch ogrhmwt

Page 4: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 4/21

Fc{hl zcdc Tcfcz Zginw`hci cdclcf {gocnch ogrhmwt

  Aglcmwmci trchihin dginci zcrcagtgr {tcidcr &?: fhddgi lcxgr dci uclhdcthbi-tg{thin ac{hin!ac{hin 37'(, mgawdhci dhlcmwmci rgtrchi) Fc{hl dctc Guclwc{h dhtcazhlmci dclca ogitwm tcogldci nrcehm ogrhmwt hih)

TCOGL Z_B[G[ ZGAOGLC@C_CI MGAOCLH"_GT_CHI

HIH[HC[H _GT_CHIMG!3

_GT_CHIMG!?

_GT_CHIMG!;

_GT_CHIMG!4

_GT_CHIMG!7

_GT_CHIMG!5

Trchihin [cazlg 5:'

Tg{t [cazlg ?:'

 Uclhdcthbi [cazlg ?:'Fhddgi Lcxgr ?: ?: ?: ?: ?: ?: ?:

Gzbkf ;: 4: 4: ;> >8 76 4;

Thag ?03? 3077 ?03> 3074 ;0;; ;0?; 3078

Z e : ::387 : ::?:4 : ::?:8 : ::?:? : ::36? : ::383 : ::386

Page 5: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 5/21

 

3)6

??)?

?)4

?)5

?)6

;

HIH[HC[H _GT_CHIMG!3_GT_CHIMG!?_GT_CHIMG!;_GT_CHIMG!4_GT_CHIMG!7_GT_CHIMG!5

A[G T_CHIHIN A[G UCLHDCTHBI A[G TG[

 

6)5

6)68

8)?

8)4

8)5

HIH[HC[H _GT_CHI

MG!3

_GT_CHI

MG!?

_GT_CHI

MG!;

_GT_CHI

MG!4

_GT_CHI

MG!7

_GT_CHI

MG!5

_ T_CHIHIN _ UCLHDCTHBI _ TG[T

 

:)8

:)8:7

:)83

:)837

:)8?

:)8?7

:)8;

:)8;7

:)84

:)847

:)87

HIH[HC[H _GT_CHIMG!3 _GT_CHIMG!? _GT_CHIMG!; _GT_CHIMG!4 _GT_CHIMG!7 _GT_CHIMG!5

_N_CETT_CHIHIN _N_CETUCLHDCTHBI_N_CETTG[T CLL

 

Tcfcz Zginwhci

:

:)7

3

3)7

?

?)7

HIH[HC[H _GT_CHI

MG!3

_GT_CHI

MG!?

_GT_CHI

MG!;

_GT_CHI

MG!4

_GT_CHI

MG!7

_GT_CHI

MG!5

:)65

:)66

:)8

:)8?

:)84

:)85:)86

3

A[G _ _N_CE

Page 6: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 6/21

  Aginwocf `walcf fhddgi lcxgr dci agikctct dctc uclhdcthbi-tg{thin {grtc agaocidhinmcidginci fc{hl xcin aginnwicmci zcrcagtgr {tcidcr fhddgi lcxgr ?:) Fc{hl dctc dclca ogitwmtcogl dci nrcehm dhtcazhlmci {oo)0

TCOGL Z_B[G[ MBAOHIC[H LCZH[CI TG_[GAOWIXHZcdc Trchihin [cazlg >:', Tg{t [cazlg 37' dci Uclhdcthbi [cazlg 37', dci _gtrchihin

mg!4F)LCXG_3>

F)LCXG_36

F)LCXG_?:

F)LCXG_?7

F)LCXG_?8

F)LCXG_;3

F)LCXG_;7

Gzbkf ?> >> ;5 ;8 48 4> 47

Thag ?04? ;0?8 ?0:8 ?047 40;3 40;: 70:4

Zgrebracikg :)::??; :)::?:7 :)::?:7 :)::38? :)::363 :)::3>8 :)::353

Nrcdhgit :)::3> ?)3:!g:7 :)::3?? :)::::656 :)::35> :):::4:8> :)::3:5

Aw :)::3 :)::3 :)::3 :)::3 :)::3 :)::3 :)::3

 Uclhdcthbi Kfgkm{ 5 5 5 5 5 5 5

Og{t Uclhdcthbi :)::?7688 :)::?;758 :)::38585 :)::?3:74 :)::386?? :)::??:48 :)::??5?5

 Ct Gzbkf ?3 >3 ;: ;; 4; 4> ;8Trchihin Igt~brm

A[G

Trchihin &v g!:;( ?)??85; ?):45>4 ?):7?7; 3)83>47 3)6:>5; 3)>6774 3)53;>

 Uclhdcthbi&v g!:;( ?)76865 ?);7568 3)85876 ?)3:7;> 3)86?35 ?)?:466 ?)?5?766

Tg{thin &v!g!:;( ?)?;434 ?)3?>55 ?)3;5; 3)884;; ?)?>:46 ?)3;333 ?):83;;

_GN_G[HBI

Trchihin &g!:3( 6)>6;56 6)8;8;? 8)::;;5 8):557; 8)3>>>?8 8)34;3 8)?>?;>

 Uclhdcthbi &g!:3( 6)5?;>5 6)68>34 8)::?3? 8):3?:3 8):47;7 6)66?56 6)6>>538

Tg{thin &g!:3( 6)>>73> 6)8663; 6)87:?: 6)87?:5 6)6;4>? 6)836:7 6)84:84_GN_G[HBI BI N_CZF

Trchihin :)8?537 :)8;;?; :)8;;;8 :)8;587 :)84:> :)84?:8 :)84>>?

 Uclhdcthbi :)8?37 :)8?;:6 :)8;7:5 :)8;38; :)8;74; :)8?6;> :)8?76?

Tg{thin :)8?46> :)8;:3; :)8?8;7 :)8;>? : )8?666 :)8?8;3 :)8;384

 Cll :)8?737 :)8;3?? :)8;;:? :)8;5?; :)8;6:7 :)8;637 :)84?:8

TG[T IGT^B_M

A[G &g!:;( ?)?64;? ?)3:7;8 ?):7?57 ?)?63;7 3)8:;?3 3)8::?4 3)>6?57

_gnrg{hbi :)6>7>?7 :)68;8>? :)6884>8 :)8:;883 :)83:5?? :)8:>?4 :)8346>6

NrczfZlbt _gnrg{hbi :)8?737 :)8;3?? :)8;:? :)8;5?; :)8;6:7 :)8;637 :)84?:8

 ?;

?)7

?)> 83

8)?

8);

8)4

Page 7: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 7/21

zgihinmctci ~cmtw htgrc{h xcin agixgocomci tgrlclw lcacixc zrb{g{ zginblcfci dctc hih)[gfhinnc dczct dh{hazwlmci agihinmctixc lczh{ci tgr{gaowixh agihinmctmci zgrebraci{hMg{clcfci A[G dci mglhihgrci _, icawi zgrlwixc agazgrthaocinmci ~cmtw zgarb{g{ci mcrgicagihinmctixc lcxcr tgr{gaowixh agihinmctmci `wnc ~cmtw zrb{g{ zgaoglc`crci)

  Aginwocf mbaohic{h dctc {cazgl, trchihin!tg{t dci uclhdc{h {grtc agaocidhinmci dgincifc{hl xcin aginnwicmci zcrcagtgr {tcidcr xchtw >:'!37'!37') Fc{hl dctc dclca ogitwm

tcogl dci nrcehm dhtcazhlmci {oo)0TCOGL Z_B[G[ MBAOHIC[H T_CHIHIN!TG[T!UCLHDCTHBI [CAZLG ZCDC FHDDGI

LCXG_ ?:Trchihin [cazlg 7:' 5:' 57' >:' 6:' 8:'

Tg{t [cazlg ?7' ?:' ?:' 37' 3:' 7'

 Uclhdcthbi [cazlg ?7' ?:' 37' 37' 3:' 7'

Gzbkf ?7 ;7 4; ;5 4> 56

Thag 30:; 3045 ?0:5 ?0:8 ?07> 40;3

Zgrebracikg :)::385 :)::366 :)::?37 :)::?:7 :)::?:7 :)::368

Nrcdhgit :):::8?8 :):::?34 :)::3:: :)::3?? :)::::;57 :):::7:4

Aw :)::3 :)::3 :)::3:: :)::3

 Uclhdcthbi Kfgkm{ 5 5 5 5

Og{t Uclhdcthbi :):::8?8?7 :)::?;8;6 :)::?;6>8 :)::38585 :)::?45>; :)::366>?

 Ct Gzbkf ?7 ?8 ;> ;: 43 :5?

Trchihin Igt~brm

A[GTrchihin &v g!:;( 3)8545? 3)6>>;5 ?)37375 ?):7?7; ?):7;73 3)668:>

 Uclhdcthbi&v g!:;( ?);85:: ?);8;6: ?);6>68 3)85876 ?)47>?8 3)66>3>

Tg{thin &v!g!:;( ?)48658 ?);6687 ?)?>>>? ?)3;5; ?);?564 ?);5646

_GN_G[HBITrchihin &g!:3( 6)88>34 8):>;46 6)838?: 8)::;;5 6)8>554 8)3?88>

 Uclhdcthbi &g!:3( 6)63?>3 6)>?7;; 6)63?63 8)::?3? 6)>:7?8 6)8>637

Tg{thin &g!:3( 6)5>73: 6)>:;;: 6)6?>56 6)87:?: 6)>546> 6)57>;:

_GN_G[HBI BI N_CZFTrchihin :)8;475 :)8;8?7 :)8?884 :)8;;;8 :)8;?6> :)8;6>>

 Uclhdcthbi :)8?73? :)83857 :)8??;8 :)8;7:5 :)83>?4 :)8;4?7

Tg{thin :)83>; :)8??37 :)8?4 :)8?8;7 :)8?53> :)8?386

 Cll :)8?>6? :)8;? :)8?>5 :)8;;:? :)8;:57 :)8;>>?

TG[T IGT^B_MA[G &g!:;( ?)?:786 ?):6;:5 ?)?3??4 ?):7?57 ?)3???7 3)83?8:

_gnrg{hbi : 665>43 : 68;386 : 6664;7 : 6884>8 : 68?83> : 8:8>?5

Page 8: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 8/21

 

3)7

3)>

3)8

?)3

?);

?)7

?)>

7:' 5:' 57' >:' 6:' 8:'

A[G T_CHIHIN A[G UCLHDCTHBI A[G TG[T

 

6)5

6)>

6)6

6)8

8

8)3

8)?

7:' 5:' 57' >:' 6:' 8:'

_T_CHIHIN _UCLHDCTHBI _TG[T

 

:)83

:)837

:)8?

:)8?7

:)8;

:)8;7

:)84

:)847

:)87

7:' 5:' 57' >:' 6:' 8:'

_N_CETT_CHIHIN _N_CETUCLHDCTHBI_N_CETTG[T CLL

 Tcfcz Zginwhci

:

:)7

3

3)7

?

7:' 5:' 57' >:' 6:' 8:'

:)65

:)66

:)8

:)8?

:)84

:)85

:)86

3

A[G _ _N_CET

Dcrh nrcehm dctc tgrlhfct ocf~c zcdc trchihin {cazlg >:' agiwi`wmmci zwikcm"mlhacm{zgrebraci{h dcrh `crhinci {crce ockm zrbzcnc{h ochm dcrh tcfcz zginw`hci dci tcfcz uclhdc{h, dginciihlch grrbr tgrmgkhl dci `wnc ihlch _gnrg{h mglhihgcrci tgrthinnh, icawi zcdc tcfcz zgaoglc`crci,mbaohic{h {cazlg 5:' `wnc agiwi`wmmci zgrebraci{h lgohf ochm) [gfhinnc zgrlw dhzgrthaocinmcimbaohic{h citcrc 5:' dci >:' witwm trchihin {cazlg hih)

Page 9: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 9/21

 @C_HINCI [XC_CE TH_WCI NGIGTHM CLNB_HTACAgaocidhinmci fc{hl ihlch Ehltgr ctcw zgixcrhinci citcrc zrbnrca dginci ehltgr {tcidcr

xcin ogrihlch : dginci zcrcagtgr ihlch lchi xchtw 3 dci ?) [gdcinmci zcrcagtgr lchiixc cdclcftgtcz {g{wch {tcidcr)Zcrcagtgr xcin dhwocf0

  ehltgrRelcn zcdc achi)a, ihlch xn awinmhi cdclcf :, 3, dci ?

MBAOHIC[H IHLCH EHLTG_"ZGIXC_HINCI @C_HINCI [XC_CENGIGTHM CLNB_HTAC

EHLTG_ ELCN 1 : 1[tcidcr

EHLTG_ ELCN 1 3 EHLTG_ ELCN 1 ?

Page 10: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 10/21

Ehltgr elcn agrwzcmci zgrhitcf dclca zginnwicci ehltgr ctcw zgixcrhinci tgrfcdcz ibh{g ctcwncinnwci)Dcrh {xitcv dhmgtcfwh Agdhci ehltgr dhnwicmci ohlc ehltgr elcn cdclcf 3 dci ^hgigr ehltgr dhnwicmciohlc ehltgr elcn ogrihlch ?)' agdhci ehltgr

  he&ehltgrRelcn 11 3(H 1 agdehlt?&H(=

  ' ~hgigr ehltgr

  gl{ghe&ehltgrRelcn 11 ?(H 1 ~hgigr?&H(=

  Gid

Fc{hl dcrh zgrogdcci ihlch Ehltgr hih agiwi`wmmci tgr`cdhixc zgrogdcci ihlch {mclc mgcowci

Page 11: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 11/21

  Agi`clcimci zrbnrca dginci zcrcagtgr {tcidcr xcin {wdcf dh{gt zcdc mbdg zrbnrca, dci aginwocf zcrcactgr `walcf htgrc{h xcin fcrw{ dhlcmwmci blgf zrbnrca dci agaocidhinmci fc{hlixc) Zcrcagtgr xcin dhwocf cdclcf ihlch zcdczgrhitcf {xitcv kbwit xchtw zcdc kbwit 4, 7 dci > dhocidhinmci {gdcinmci ihlch zcrcagtgr lchi {g{wch dginci {xitcv

{tcidcr zcdc kbwit 5) Ihlch 5 zcdc kbwit < 5 xcin cdc dh ncRgif)a, cdclcf hitgngr zb{hthe  agigitwmci `walcf htgrc{hxcin fcrw{ dhlcmwmci blgf zrbnrca)

MBAOHIC[H HTG_C[H ZCDC @C_HINCI [XC_CE NGIGTHM CLNB_HTAC MBAOHIC[H HTG_C[H"KBWITKBWIT 4 KBWIT 7 KBWIT 5 1 [tcidcr KBWIT >

Page 12: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 12/21

 

Fc{hl dcrh zgrogdcci `walcf htgrc{h xcin dhlcmwmci blgf zrbnrca Actlco hih agiwi`wmmci {gacmhi agihinmctixc ihlchhtgrc{h agihinmctmci `wnc ihlch mbitrc{ mcrcmtgr clecogt zcdc dbmwagi ogrmcrcmtgr clzfcogt ag{hi thm &ib)3( acwzwi zcdcdbmwagi ogrmcrcmtgr twlh{ci tcinci &ib)? dci ;(, tgrwtcac tgrlhfct zcdc htgrc{h rgidcf xchtw Kbwit 4 dginci dbmwagi

Page 13: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 13/21

ogrmcrcmtgr twlh{ci tcinci ib); ) [mclc ihlch mgcowci clzfcogt dhthinmctmci {gfhinnc zgrebraci{h clzfcogt mcrcmtgr twlh{citcinci {gdhmht agihinmct)

[mclc mgcowcci zcdc lctcr oglcmcin dbmwagi 3 ogrmcrcmtgr ag{hi thm dci dbmwagi twlh{ci tcinci `wnc agi`cdhlgohf fbabngi {ghrhin dginci agihinmctixc ihlch htgrc{h, icawi tgrlhfct zgrogdcci zcdc dbmwagi dginci htgrc{h {tcidcr&kbwit 5( dhocidhinmci ihlch htgrc{h lchiixc, dhacic tgrlhfct zgrogdcci {mclc mgcowcci zcdc htgrc{h {tcidcr aginfc{hlmcimg`glc{ci zgikcfcxcci zcdc lctcr oglcmcin)

Icawi agihinmctixc thinmct htgrc{h `wnc zgrlw agixgaocomcii ecmtbr lcacixc zgarb{g{ci zcdc zrbnrca Actlco,agi`cdhmci thdcm geh{hgi dclca ~cmtw zgarb{g{ci) [gfhinnc zgrlw agi`cdh zgrthaocinci dclca zgigitwci ihlch htgrc{hxcin og{cr tgrfcdcz ~cmtw zrb{g{)

 

Page 14: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 14/21

  Agi clcimci zrbnrca dginci zcrcagtgr {tcidcr xcin {wdcf dh{gt zcdc mbdg zrbnrca, dci aginwocf zcrcagtgrzrbocohlhtc{ tgr`cdh krb{{bugr ctcw rgmbaohic{h zcdc zcrgit dci agaocidhinmci fc{hlixc) Zcrcagtgr xcin dhwocf cdclcfihlch zcdc zgrhitcf {xitcv zk xchtw zcdc zgrhitcf ihlch :)6 zcdc zk 1 elbbr&:)6 * i"?( xcin cdc dh ncRgif)a, ihlch xn

awinmhi cdclcf : {cazch 3 dci zgrwocfci dhlcmwmci zcdc ihlch zrbocohlhtc{ krb{{ bugr :)3 , :)7 dci acm{hacl 3,{gdcinmci ihlchi zcrcagtgr lchiixc cdclcf tgtcz {g{wch dginci zcrcagtgr {tcidcr zcdc zk 1:)6)

MBAOHIC[H IHLCH Z_BOCOHLHTC[ K_B[[ BUG_ ZCDC @C_HINCI [XC_CE NGIGTHM CLNB_HTACZK 1 :)3 ZK 1 :)7 ZK 1 :)5 ZK 1 :)6 1 {tcidcr ZK 1 3

Page 15: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 15/21

Fc{hl dcrh zgrogdcci ihlch zcrcagtgr zrbocohlhtc{ xcin tgr`cdh zcdc rgmbaohic{h zcrgit &krb{{ {gkthbi ( agiwi`wmmci

fc{hl zgihinmctci mg`glc{ci mcrcmtgr clzfcogt acwzwi mbitrc{ zcdc dbmwagi ogrmcrcmtgr ag{hi thm acwzwi twlh{ci tcinci,{ghrhin dginci agihinmctixc ihlch zrbocohlhtc{ krb{{ bugr) Zcdc dbmwagi ogrmcrcmtgr twlh{ci ag{hi thm tgrlhfct ihlch {tcidcrxcin dhtgtczmci zcdc Zrbocohlhtc{ krb{{ bugr :)6 agaogrhmci fc{hl xcin tgrochm zcdc zgicazcmci mcrcmtgr clzfcogt

Page 16: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 16/21

acwzwi lctcr oglcmcin dbmwagi xcin `glc{, dgahmhci `wnc zcdc dbmwagi ogrmcrcmtgr twlh{ci tcinci ochm zcdc dbmwagi ?acwzwi dbmwagi ;) Tgrlhfct zginfczw{ci lctcr oglcmcin dbmwagi agi`cdh lgohf fbabngi dginci zgicaocfci {mclc cowxcin agi`cdhmci lctcr oglcmcin zcdc dbmwagi ib) ;) [glchi htw `wnc tgrlhfct mbitrc{ clzfcogt zcdc dbmwagi xcin lgohf `glc{ dhocidhinmci dginci zrbocohlhtc{ krb{{ bugr xcin lchi)

[mclc zrbocohlhtc{ dginci zgicazhlci tgrowrwm tgrlhfct zcdc {mclc zk 1 :)5 dhacic tgr`cdh zginmcowrci {mclc cowochm zcdc lctcr oglcmcin acwzwi mcrcmtgr twlh{ci, agi`cdhmci twlh{ci tgrlhfct mcowr dci thdcm fbabngi {grtc ocixcmixcncinnwci xcin thdcm dhfhlcinmci)

Page 17: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 17/21

  Agi`clcimci zrbnrca dginci zcrcagtgr {tcidcr xcin {wdcf dh{gt zcdc mbdg zrbnrca, dci aginwocf zcrcagtgrzrbocohlhtc{ tgr`cdhixc awtc{h zcdc hidhuw dci agaocidhinmci fc{hlixc) Zcrcagtgr xcin dhwocf cdclcf ihlch zcdc zgrhitcf{xitcv za xchtw zcdc zgrhitcf ihlch :)3 zcdc zcdc za 1 elbbr&:)3 * i(, ncRgif)a, ihlch xn awinmhi cdclcf : {cazch 3xcin agigitwmci zrbocohlhtc{ tgr`cdhixc awtc{h) Zgrwocfci dhlcmwmci zcdc ihlch zrbocohlhtc{ awtc{h :)7 , :)5 dci 3)[gdcinmci zcrcagtgr lchiixc thdcm ogrwocf {g{wch dginci zcrcagtgr {tcidcr zcdc ZA 1 :)3)

MBAOHIC[H IHLCH Z_BOCOHLHTC[ AWTC[H ZCDC @C_HINCI [XC_CE NGIGTHM 

CLNB_HTACZA 1 :)3 1 [tcidcr ZA 1 :)7 ZA 1 :)5 ZA 1 3

Page 18: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 18/21

 

Fc{hl xcin dhzgrblgf zcdc mbaohic{h ihlch zrbocohlhtc{ awtc{h zcdc khtrc agazgrlhfctmci, zcdc dbmwagiogrmcrcmtgrh{thm twlh{ci tcinci acwzwi mgthm, zrbocohlhtc{ awtc{h {tcidcr :)3 agazgrlhfctmci fc{hl xcin tgrochmdhocidhinmci zrbocohlhtc{ awtc{h lchiixc, hih tgrlhfct dcrh zginfhlcinci ncinnwci zcdc lctcr oglcmcin xcin agazgrlhfctmcimgfclw{ci ihlch {mclc mgcowci zcdc lctcr oglcmcin, tcizc agixgocomci zgincowrci mcrcmtgr clzfcogt zcdc dbmwagi)Agazgr`glc{ mbi{tc{ clzfcogt zcdc dbmwagi twlh{ci tcizc zginwrcinci {mclc mgcowci zcdc lctcr oglcmcin xcin thdcm

Page 19: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 19/21

fbabngix dci tcizc agancowrmci mcrcmtgr clzfcogt ctcw twlh{ciixc) Zrbocohlctc{ awtc{h {tcidcr :)3 agazgrlhfctmcifc{hl xcin lgohf ochm zcdc ucrhc{h mcrcmtgrh{thm mgthnc dbmwagi hih)

Dcrh mg{glwrwfci zgrkbocci aginmbaohic{hmci zcrcagtgr zcrcagtgr xcin ogrzgincrwf zcdc fc{hl khtrc dbmwagimwib dginci aginnwicmci agtbdg `crhinci {xcrce thrwci Ngigthm Clnbrhtac dczct dh{hazwlmci zcrcagtgr zrbocohlhtc{{tcidcr xcin tglcf dhogrhmci zcdc zgabnrcaci @crhinci [xcrce owctci Ngigthm Clnbrhtac hih cdclcf zcrcagtgr xcinbzthawa witwm agidczctmci fc{hl zgikhtrcci dbmwagi mwib dginci mcrcmtgrh{thm ag{hi thm dci twlh{ci tcinci, xchtw zcdc

zrbocohlhtc{ krb{{ bugr 1 zk 1 :)6, zrbocohlhtc{ awtc{h 1 za 1 :)3 , @walcf htgrc{h 1 kbwit 1 5, dci Zginnwicci ehltgr ctcwzgixcrhinci {tcidcr dginci ihlch ehltgr elcn 1 :)

 

Page 20: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 20/21

  @C_HINCI [XC_CE TH_WCI [GLE!B_NCIHPHIN ACZ[

[hawlc{h @crhinci [xcrce thrwci [gle Brncihphin Acz{"[BA agazgrlhfctmci zrb{g{ uh{wclh [BA witwm mlc{tgr ctcwmlc{hehmc{h dctc) Zrb{g{ dhawlch dginci zgagtcci {g`walcf dctc zgaoglc`crci dcrh ugktbr xcin {g`gih{) Zgagtcci dctcagiwi`wmmci fwowinci citcrc ugktbr dctc dginci zrb{g{ hihlhc{h zgagtcci dhlcmwmci {gkcrc rcidba dcrh ogitwm zgtc xcinthdcm ogrctwrci dci zcidwci trchihin dctc, fhinnc aginfc{hlmci zgtc zrb{g{ zgaoglc`crci xcin {glci`wtixc aginfc{hlmcizgtc mglwcrci xcin tglcf tgrctwr) Zrb{g{ zgaoglc`crci {gidhrh cdclcf zrb{g{ mbazgth{h dcrh ugktbr zrbtbtxzg xcin {g`gih{agi`cdh ugktbr dctc xcin dhabdhehmc{h {gfhinnc agi`cdh lgohf {grwzc dginciixc) Zgtc agazglc`crh zb{h{h zcdc dctc xcin

thdcm tgrctwr dci zcdc zrb{g{ zgaoglc`crci {glci`wtixc, owmci fcixc ugktbr zrbtbtxzg xcin {g`gih{, icawi `wnc ugktbrtgtcinnc xcin cdc zcdc zgtc ogrngrcm agiw`w dctc ugktbr trchihin dci aginctwr dhrhixc {gidhrh {gfhinnc aginfc{hlmcizblc zgtc xcin tgrctwr dci tgrocnh dclca mlc{tgr {g{wch dginci mcrcmtgrh{thmixc) Ogitwm ; Dhagi{h agaogrh mgawdcfcidclca agclbmc{h mg{glwrwfci dctc dclca {wctw rwcinci) Zginncaocrci Thnc dhagi{h agaogrhmci fc{hl uh{wclh{c{h xcinlgohf agazgrlhfctmci dcgrcf dcgrcf mlc{tgr {g{wch mlc{hehmc{hixc)

11111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111

Page 21: Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

7/23/2019 Aplikasi Jaringan Syaraf Tiruan Dengan Program Matlab (Bp, Ga, Dan Som)

http://slidepdf.com/reader/full/aplikasi-jaringan-syaraf-tiruan-dengan-program-matlab-bp-ga-dan-som 21/21