247245992-pemilihan-smartphone-samsung.docx

8/17/2019 247245992-Pemilihan-Smartphone-Samsung.docx

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TUGAS METODOLOGI PENELITIAN

SPK PEMILIHAN SMARTPHONE SAMSUNG MENGGUNAKAN

METODE FUZZY MADM DENGAN METODE SAW

Oleh

Ahmad Rizal

310111011916

PROGRAM STUDI SISTEM INFORMASI

SEKOLAH TINGGI MANAEMEN INFORMATIKA ! KOMPUTER "ANAR"ARU

"ANAR"ARU

#013


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3


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DAFTAR TABEL

HTa8el 3$ 1 Ha,il K.i,i)e'$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$19

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Ta8el 3$ 3 Ma,.( 4L*i)5$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$#9

Ta8el 3$ - Da&a Sma'&h)e Sam,.)*$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$30

Ta8el 3$ / Nilai "8&$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$30

Ta8el 3$ 6 Ha,il$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$31

Ta8el 3$ 2 K'i&e'ia$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$36

Ta8el 3$ : Nilai "8&$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$32

Ta8el 3$ 9 Nilai Ha'*a$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$32

Ta8el 3$ 10 Nilai Mem'i U&ama$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$3:

Ta8el 3$ 11 Nilai O, A)d'id$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$3:

Ta8el 3$ 1# Nilai Kame'a U&ama$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$3:

Ta8el 3$ 13 Ra&i)* Ke(a)$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$39

Ta8el 3$ 1- Ha,il Peme'i)*(a&a)$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$-3?Ta8el -$ 1 Ha,il Pe)*.ia) "a,i, Pa&h F.)*,i Pem88&a)$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$/6

Ta8el -$ # Ha,il Ui "la( ">$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$/2

Ta8el -$ 3 Ha,il K.i,i)e' Pe'&a)7aa) Pe'&ama$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$60

Ta8el -$ - Ha,il K.i,i)e' Pe'&a)7aa) Ked.a$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$61

Ta8el -$ / Ha,il K.i,i)e' Pe'&a)7aa) Ke&i*a$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$6#

Ta8el -$ 6 Ha,il K.i,i)e' Pe'&a)7aa) Keema&$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$63

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DAFTAR GAMBAR

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Gam8a' #$ 1 Ke'a)*(a Pemi(i'a)$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$12?Gam8a' 3$ 1 U,e ;a,e Dia*'am$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$##

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Gam8a' -$ - F'm U8ah Nilai "8&$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$-9

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BAB I

PENDAHULUAN

1.1 Latar Belakan

Dalam (ema.a) &e()l*i 7a)* ,.dah e,a& da) mde') dalam 8ida)*

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Sei'i)* de)*a) e)i)*(a&a) (e8.&.ha) a'a (),.me)@ e)i)*(a&a) ,+&a'e

da) hada'e ,ema(i) 8e'(em8a)* e,a&$

"a)7a( %e)d'B%e)d' 8e',ai)* dalam me)*em8a)*(a) ,ma'&h)e$

Salah ,a&.)7a adalah Sam,.)* 7a)* me)7edia(a) ,ma'&h)e de)*a)

+a,ili&a, 7a)* me)**i.'(a)@ (a'e)a e'(em8a)*a) 7a)* ,a)*a& l.a' 8ia,a

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(),.me)$ Sehi)**a .mlah da) e)i, ,ma'&h)e da'i Sam,.)* ,ema(i)

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dii)*i)(a) da) ,e,.ai de)*a) (e8.&.ha) 7a)* dii)*i)(a)@ (),.me) ha'.,

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,ma'&h)e$

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(e.&.,a) .)&.( mem8a)&. a'a (),.me) dalam me)e)&.(a) emiliha)

,ma'&h)e 7a)* ,e,.ai de)*a) (e8.&.ha) da) (ei)*i)a) (),.me)$ Si,&em

i)i@ daa& mem8a)&. mem8e'i(a) 'e(me)da,i (eada a'a (),.me)@ .)&.(

daa& memilih ,ma'h)e 8e'da,a'(a) ,e,i+i(a,i 7a)* ,e,.ai de)*a) ('i&e'ia

7ai&. ha'*a@ mem'i i)&e')al@ OS a)d'id da) (ame'a .&ama@ &e&ai

e)*am8ila) (e.&.,a) a(hi')7a &e&a di&e)&.(a) leh (),.me)$ Mdel

7a)* di*.)a(a) dalam ,i,&em e)d.(.)* (e.&.,a) i)i adalah Fuzzy

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Weighting 4SA5 i)i diilih (a'e)a me&de i)i me)e)&.(a) )ilai 88& .)&.(

,e&ia a&'i8.&@ (em.dia) dila).&(a) de)*a) ',e, e'a)(i)*a) 7a)* a(a)

me)7ele(,i al&e')a&i+ &e'8ai( da'i ,e.mlah al&e')a&i+@ dalam hal i)i al&e')a&i+

7a)* dima(,.d adalah ,ma'&h)e 7a)* diilih 8e'da,a'(a) ('i&e'iaB('i&e'ia

7a)* di&e)&.(a)$

De)*a) emiliha) ,ma'&h)e 7a)* ,e,.ai de)*a) (e8.&.ha)@ ma(a

&imali,a,i e)**.)aa) ,ma'&h)e daa& &e'aai$ Pe)eli&ia) i)i 8e'&..a)

mem8a)*.) ,e8.ah ,i,&em e)d.(.)* (e.&.,a)$ Da) 8e'ma)+aa& .)&.(

mem8a)&. mem8e'i(a) 'e(me)da,i ,ma'&h)e 7a)* ,e,.ai de)*a)

(e8.&.ha) ,ehi)**a daa& meme',i)*(a& a(&.$

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1.! I"ent#$#ka%# Ma%ala&

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7a)* di(e&ah.i le8ih dah.l. leh (),.me) adalah ('i&e'iaB('i&e'ia 7a)*

di8.&.h(a)$

1.' Bata%an Ma%ala&

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&e'aai$ Ada.) 8a&a,a) ma,alah 7a)* di 8aha, ada e)eli&ia) i)i adalahC

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1.( R)*)%an Ma%ala&

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7a)* a(a) di,ele,ai(a) 7ai&. 8a*aima)a me'a)a)* ,e8.ah ,i,&em e)d.(.)*

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me)e)&.(a) emiliha) ,ma'&h)e da'i Sam,.)* 8e'da,a'(a) 88& da)

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3


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1.+ T),)an

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1.- Man$aat

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BAB II

LANDASAN TEORI DAN KERANGKA PEMIKIRAN

!.1 T#n,a)an P)%taka

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8ea,i,a leh Di)a, Pe)didi(a)$ Pem8a*ia) 8ea,i,a dila(.(a) .)&.(

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me&de Fuzzy Multiple Attribute Decission Making 4FMADM5 de)*a)

me&de Simple Additive Weighting 4SA5$ Me&de i)i diilih (a'e)a mam.

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(e'a a'a (a'7aa) ha'., dila(.(a) de)*a) me&de 7a)* 8ai( da) &ea&@

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.)&.( mela(.(a) e)ilaia) 'e,&a,i (e'a (a'7aa)@ 7ai&. de)*a) me&de

e'+'ma)e aa',ial$ A(a) &e&ai me&de i)i memili(i 8e8e'aa ma,alah

dia)&a'a)7a adalah e)ilaia) ma,ih 8e',i+a& ,ama'@ &e'adi e+e( hal@

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mela(.(a) e)ilaia) 'e,&a,i (e'a (a'7aa) de)*a) a'a meme'8ai(i

me&de e)ilaia) da'i e'+'ma)e aa',ial$ Me&de F.zz7 Simple Additive

Weighting diilih .)&.( mela(.(a) e)ilaia) da) e'a)*(i)*a) 'e,&a,i (e'a

(a'7aa)$ Da'i ha,il e)*.ia) daa& di,im.l(a) 8aha ali(a,i i)i daa&

diimleme)&a,i(a) .)&.( e)ilaia) 'e,&a,i (e'a (a'7aa) ()&'a( di I+.)

a7a Te>&ile$ 4Ma.la)a@ #01#5

!.! Lan"a%an Ter#

!.!.1 S*art/&ne

Tele) e'da, 4 smartphone5 adalah &ele) *e)**am 7a)*

mem.)7ai (emam.a) &i)*(a& &i)**i@ (ada)*B(ada)* de)*a) +.)*,i

7a)* me)7e'.ai (m.&e'$ "el.m ada ,&a)da' a8'i( 7a)*

me)e)&.(a) a'&i &ele) e'da,$ "a*i 8e8e'aa 'a)*@ &ele) i)&a'

me'.a(a) &ele) 7a)* 8e(e'a me)**.)a(a) ,el.'.h e'a)*(a& l.)a(

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e)*em8a)* ali(a,i$ "a*i 7a)* lai))7a@ &ele) e'da, ha)7alah

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me)adi 8e8e'aa ,.8,i,&em C

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2


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meme'8e,a' e)*e&ah.a) ,i e)*am8il (e.&.,a)$ S.,i,&em i)i daa&

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daa& di,edia(a) %ia ,e'%e' e8$ 4Se&ia)i ! I%a))a5

!.( Met"e K*/)ta%#

!.(.1 Met"e Fuzzy MADM 0 Multiple Attribute Decission Making)

Fuzzy Multiple Attribute Decision Making 4FMADM5 adalah

,.a&. me&de 7a)* di*.)a(a) .)&.( me)a'i al&e')a&i+ &imal da'i

,e.mlah al&e')a&i+ de)*a) ('i&e'ia &e'&e)&.$ I)&i da'i FMADM adalah

me)e)&.(a) )ilai 88& .)&.( ,e&ia a&'i8.&@ (em.dia) dila).&(a)

de)*a) ',e, e'a)(i)*a) 7a)* a(a) me)7ele(,i al&e')a&i+ 7a)* ,.dah

di8e'i(a)$ Pada da,a')7a@ ada 3 e)de(a&a) .)&.( me)a'i )ilai 88&

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16/72

a&'i8.&@ 7ai&. e)de(a&a) ,.87e(&i+@ e)de(a&a) 87e(&i+ da)

e)de(a&a) i)&e*'a,i a)&a'a ,.87e(&i+ da) 87e(&i+$ Ma,i)*Bma,i)*

e)de(a&a) memili(i (ele8iha) da) (elemaha)$ Pada e)de(a&a)

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Ada 8e8e'aa me&de 7a)* daa& di*.)a(a) .)&.(

me)7ele,ai(a) ma,alah Fuzzy MADM a)&a'a lai) C

a$ Simple Additive Weighting Method 4SA5 8$ Weighted $roduct 4P5$ ELE;TREd$ "echni3ue for .rder $reference by Similarity to !deal Solution

4TOPSIS5e$ Analytic 1ierarchy $rocess 4AHP5$ 4Dea7a)a@ #0115

!.(.! Alr#t*a Fuzzy MADM 0 Multiple Attribute Decission Making

Al*'i&ma Fuzzy MADM adalahC

1$ Mem8e'i(a) )ilai ,e&ia al&e')a&i+ 4Ai5 ada ,e&ia ('i&e'ia 4; 5

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8e'da,a'(a) )ilai 'i, i1@#@m da) 1@#@)$#$ Mem8e'i(a) )ilai 88& 45 7a)* .*a didaa&(a) 8e'da,a'(a)

)ilai 'i,$3$ Mela(.(a) )'mali,a,i ma&'i(, de)*a) a'a me)*hi&.)* )ilai

'a&i)* (i)e'a &e')'mali,a,i 4' i5 da'i al&e')a&i+ Ai ada a&'i8.& ;

9


17/72

8e'da,a'(a) e',amaa) 7a)* di,e,.ai(a) de)*a) e)i, a&'i8.&

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me).mlah(a) ha,il (ali a)&a'a ma&'i(, &e')'mali,a,i 4R5 de)*a)

)ilai 88& 45$ Nilai =i 7a)* le8ih 8e,a' me)*i)di(a,i(a) 8aha

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!.(.' Met"e SAW 0 Simple Additive Weighting

Me&de SA 4Simple Additive Weighting 5 ,e'i)* .*a di(e)al

i,&ilah me&de e).mlaha) &e'88&$ K),e da,a' me&de SA

adalah me)a'i e).mlaha) &e'88& da'i 'a&i)* (i)e'a ada ,e&ia

al&e')a&i+ ada ,em.a a&'i8.&$ Me&de SA mem8.&.h(a) ',e,

)'mali,a,i ma&'i(, (e.&.,a) 45 (e ,.a&. ,(ala 7a)* daa&

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i

Ma> i i(a adalah a&'i8.& (e.)&.)*a) 48e)e+i&5

' i

Mi) i

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i i(a adalah a&'i8.& 8ia7a 4,&5

Ke&e'a)*a) C

' i )ilai 'a&i)* (i)e'a &e')'mali,a,i>i )ilai a&'i8.& 7a)* dimili(i da'i ,e&ia ('i&e'ia

Ma> >i )ilai &e'8e,a' da'i ,e&ia ('i&e'ia

i

Mi) >i )ilai &e'(eil da'i ,e&ia ('i&e'ia

i

8e)e+i& i(a )ilai &e'8e,a' adalah &e'8ai( ,& i(a )ilai &e'(eil adalah &e'8ai(

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Ke&e'a)*a) C

=i 'a)*(i)* .)&.( ,e&ia al&e')a&i+

)ilai 88& da'i ,e&ia ('i&e'ia

' i )ilai 'a&i)* (i)e'a &e')'mali,a,i

Nilai =i 7a)* le8ih 8e,a' me)*i)di(a,i(a) 8aha al&e')a&i+ Ai le8ih

&e'ilih$ 4INFORMASI5

11


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!.(.( Lanka& Pen2ele%a#an

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!.+.1 UML0Unified Modelling anguage

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UML mem.)7ai d.a &ie dia*'am@ ,&'.(&.'al da) 8eha%i.'al$

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13


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HASILSi,&em Pe)d.(.)* Ke.&.,a) Pemiliha) Sma'&h)e Sam,.)*Me)**.)a(a) Me&de F.zz7 MADM 4 Multiple Attribute Decission

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!.- Keranka Pe*#k#ran

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BAB III

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Sistem Penunjang Keputusan Pemilihan Smartphone Samaung Metode FMADM dan MetAdmin

Informasi

Memasukan DataBobot Kriteria

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me&de 7a)* di*.)a(a) ma(a la)*(ahBla)*(ah 7a)* dila(.(a) dalam

mem8.a& Dia*'am U,e ;a,e adalah ,e8a*ai 8e'i(.& C

Input Data Smartphone Samsung

Ubah Nilai Bobot

Proses Perhitungan &

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Admin

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Pengguna : Admin Form : Input Data Smartphone Program : Data

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db_Smartphone

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30/72

Pengguna : Admin Form : Proses Perhitungan&'angking Program : ProsesPerhitungan 'angking

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Pengguna : Admin Form : Laporan Smartphone Program : Laporan Data Database : db_asil

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!emasukkan DataSmartphone

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35/72

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Da'i ('i&e'ia dia&a, ma(a dila(.(a) ',e, emiliha) de)*a) a'a

mema,.((a) )ilai ada da&a$Da'i &a8el da&a ,ma'&h)e ,am,.)*@ ma(a daa& di8.a& &a8el

'a&i)* (e(a) ,e&ia al&e')a&i+ ada ,e&ia ('i&e'ia$

Ta5el '. 1' Rat#n Ke66kan

T2/e S*art/&ne Sa*%)nKr#ter#a

81 8! 8' 8(Gala>7 S&a' D.al 1 0@6 1 0@-Gala>7 ;ha& 1 0@6 0@6 0@-Gala>7 ?.)* 1 0@6 1 0@6Gala>7 ;'e 0@6 1 1 0@6Gala>7 G'a)d 0@- 1 1 0@-Gala>7 Fame 0@6 0@6 1 0@6Gala>7 Ae # 0@6 0@6 0@- 0@6Gala>7 Ae 3 0@6 0@6 1 0@6

#$ Ma&'i( Ke.&.,a) 8e'da,a'(a) ('i&e'ia 88&

36


44/72

1 0@6 1 0@-1 0@6 0@6 0@-1 0@6 1 0@60@6 1 1 0@6

0@- 1 1 0@-0@6 0@6 1 0@60@6 0@6 0@- 0@60@6 0@6 1 0@6

3$ Ka'e)a e)eli&ia) i)i me)**.)a(a) a&'i8.& (e.)&.)*a) 48e)i+i&5

da) 8ia7a 4,&5 ma(a )ilai da'i ,e&ia ('i&e'ia ada )ilai al&e')a&i+

7a)* didaa& di8a*i de)*a) )ilai &e'&i)**i 7a)* &e'daa& ada )ilai

al&e')a&i+$

• Gala>7 S&a' D.al'94Mi) 41110@60@-0@60@60@65510@-'100@64Ma> 40@60@60@6110@60@60@6550@6'1114Ma> 410@611110@-1551'1#0@-4Ma> 40@-0@-0@60@60-0@60@60@6550@6

• Gala>7 ;ha&'134Mi) 41110@60@-0@60@60@65510@-

'1-0@64Ma> 40@60@60@6110@60@60@6550@6'1/0@64Ma> 410@611110@-1550@6'160@-4Ma> 40@-0@-0@60@60-0@60@60@6550@6

• Gala>7 ?.)*'124Mi) 41110@60@-0@60@60@65510@-'1:0@64Ma> 40@60@60@6110@60@60@6550@6'1914Ma> 410@611110@-1551'#00@64Ma> 40@-0@-0@60@60-0@60@60@6551

• Gala>7 ;'e

'#14Mi) 41110@60@-0@60@60@6550@60@6'##14Ma> 40@60@60@6110@60@60@6551'#314Ma> 410@611110@-1551'#-0@64Ma> 40@-0@-0@60@60-0@60@60@6551

• Gala>7 G'a)d'#/4Mi) 41110@60@-0@60@60@6550@-0@-'#614Ma> 40@60@60@6110@60@60@6551'#214Ma> 410@611110@-1551'#:0@-4Ma> 40@-0@-0@60@60-0@60@60@6550@6

32


45/72

!

• Gala>7 Fame'#94Mi) 41110@60@-0@60@60@6550@60@6'300@64Ma> 40@60@60@6110@60@60@6550@6'3114Ma> 410@611110@-1551

'3#0@64Ma> 40@-0@-0@60@60-0@60@60@6551

• Gala>7 Ae #'334Mi) 41110@60@-0@60@60@6550@60@6'3-0@64Ma> 40@60@60@6110@60@60@6550@6'3/0@-4Ma> 410@611110@-1550@-'360@64Ma> 40@-0@-0@60@60-0@60@60@6551

• Gala>7 Ae 3'324Mi) 41110@60@-0@60@60@6550@60@6

'3:0@64Ma> 40@60@60@6110@60@60@6550@6'3914Ma> 410@611110@-1551'-00@64Ma> 40@-0@-0@60@60-0@60@60@6551

-$ Di8aah i)i me'.a(a) ha,il da&a da'i )'mali,a,i )ilai al&e')a&i+

me)adi ma&'i(, R C0@-0 0@60 1@00 0@620@-0 0@60 0@60 0@620@-0 0@60 1@00 1@000@62 1@00 1@00 1@00

1@00 1@00 1@00 0@620@62 0@60 1@00 1@000@62 0@60 0@-0 1@000@62 0@60 1@00 1@00

Me)a'i al&e')a&i%e &e'8ai( me)**.)a(a) e',amaa) de)*a) 88&C

0@3 0@# 0@3 0@# =1 40@3540@-0540@#540@60540@3541@00540@#540@625

0@62=# 40@3540@0-540@#540@60540@3540@60540@#540@625

0@//

=3 40@3540@-0540@#540@60540@3541@00540@#541@005 0@2-

=- 40@3540@62540@#541@00540@3541@00540@#541@005 0@90

=/ 40@3541@00540@#541@00540@3541@00540@#540@625 0@93

=6 40@3540@62540@#540@60540@3541@00540@#541@005 0@:#

=2 40@3540@62540@#540@60540@3540@-0540@#541@0050@6-

=: 40@3540@62540@#540@60540@3541@00540@#541@005

0@:#

3:


46/72

Ma(a didaa&(a) ha,il e)*.'.&a) eme'i)*(a&a) 7ai&. C

Ta5el '. 1( Ha%#l Pe*er#nkatan

T2/e S*art/&ne Sa*%)n Alternat#$ N#la#Gala>7 G'a)d =/ 0@93Gala>7 ;'e =- 0@90Gala>7 Fame =6 0@:#Gala>7 Ae 3 =: 0@:#Gala>7 ?.)* =3 0@2-Gala>7 S&a' D.al =1 0@62Gala>7 Ae # =2 0@6-Gala>7 ;ha& =# 0@//

Nilai &e'8e,a' ada ada =/ ,ehi)**a al&e')a&i+ A/

4S*art/&ne Sa*%)n Gala?2 Gran"5 adalah al&e')a&i+ 7a)*

&e'ilih ,e8a*ai al&e')a&i+ &e'8ai($

BAB I@

HASIL DAN PEMBAHASAN

(.1 Anal#%a Ta&a/an S#%te*

Pada ,i,&em e)d.(.)* emiliha) ,ma'&h)e ,am,.)* i)i@ dila(.(a)

8e8e'aa &ahaa) ',e, dia)&a'a)7a adalah

1$ Pe)e)&.a) da&a emiliha) ,ma'&h)e 7a)* ada dia,a'a)$ Ada.) da&a

7a)* didaa& 8e'.a da&a ,e,i+i(a,i ,ma'&h)e$#$ Me)e)&.(a) ('i&e'iaB('i&e'ia 7a)* me)adi a.a) dalam e)e)&.a)

emiliha) ,ma'&h)e ,am,.)*$ K'i&e'ia 7a)* di&e)&.(a) adalah Ca$ K'i&e'ia Ha'*a

8$ K'i&e'ia Mem'i I)&e')al$ K'i&e'ia O, A)d'idd$ K'i&e'ia Kame'a U&ama

3$ Pada &ahaa) 8e'i(.&)7a@ dila(.(a) em8e'ia) 88& ma,i)*Bma,i)*

('i&e'ia 7a)* di&e)&.(a) da'i )ilai 88& +.zz7 ,ehi)**a didaa&

di&e)&.(a) a'ame&e' +.zz7$

39


47/72

-$ Pada la)*(ah 8e'i(.&)7a e)e)&.a) ma&'i( (e.&.,a) 7a)* dila(.(a)

8e'da,a'(a) '.m., 7a)* di&e)&.(a)$ Hal i)i de)*a) me)*hi&.)* )ilai

'a&i)* (i)e'a &e')'mali,a,i da'i al&e'))a&i%e$/$ Pada la)*(ah ,ela).&)7a@ mela(.(a) ',e, e'a)*(i)*a) .)&.( ,e&ia

al&e')a&i%e de)*a) a'a me)*alih(a) )ilai 88& da) )ilai 'a&i)* (i)e'a

&e')mali,a,i$

(.! Anal#%a Ke5)t)&an

(.!.1 Ke5)t)&an Perankat Kera%

Pe'a)*(a& (e'a, 7a)* di*.)a(a) mem8.a& da) me)ala)(a)

,i,&em e)d.(.)* emiliha) ,ma'&h)e ,am,.)* i)i adalah ,e8a*ai

8e'i(.& C

1$ La& Ae' A,i'e -239#$ Mem'7 1 G"

3$ Ha'di,( 3#0 G"-$ =GA

(.!.! Ke5)t)&an Perankat L)nak

Pe'a)*(a& l.)a( 7a)* di*.)a(a) mem8.a& da) me)ala)(a)

'*'am ,i,&em e)d.(.)* emiliha) ,ma'&h)e ,am,.)* adalah

,e8a*ai 8e'i(.& C

1$ I),&ala,i Mi',+& i)d, 2#$ I),&ala,i "'la)d Delhi 23$ I),&ala,i Mi',+& Ae,, #010

(.' Pen,ela%an Pen)naan Prra*

Pada 8a*ia) i)i a(a) diela,(a) ',e, e)**.)aa) '*'am 7a)*

di8.a& .)&.( me)e)&.(a) emiliha) ,ma'&h)e ,am,.)*$ Pada '*'am i)i

-0


48/72

&e'di'i da'i ma,.( ,i,&em@ me). .&ama@ i).& da&a ,ma'&h)e ,am,.)*@ i).&

da&a da&a )ilai 88& ('i&e'ia@ da) ',e, e'hi&.)*a) SA$

A. Fr* Ma%)k S#%te*

F'm i)i di*.)a(a) ,e8a*ai eli)d.)* ,i,&em .)&.( me)*hida'i

e)**.)a 7a)* &ida( 8e'ha( me)*a(,e, ,i,&em e)d.(.)* emiliha)

,ma'&h)e i)i$ Te'daa& d.a (m)e) &m8l 7ai&. &m8l Ma,.(

,i,&em &e&ai &e'le8ih dah.l. i,i e)**.)a da) (a&a ,a)di 7a)* 8e)a' da)

&m8l "a&al .)&.( &ida( adi mela(.(a) ',e, ma,.( (edalam ,i,&em

ali(a,i$ F'm Ma,.( Si,&em daa& diliha& ada *am8a'

Ga*5ar (. 1 Fr* Ma%)k S#%te*

B. Fr* Men) Uta*a

F'm di*.)a(a) ,e8a*ai e)&'al 8e8e'aa ,.8 +'m 7a)* 8e'i,i

8e8e'aa ali(a,i 7a)* me)d.(.)* ada ',e, e)d.(.)* emiliha)

,ma'&h)e ,am,.)*@ dima)a ada me). .&ama i)i &e'di'i da'i C S.8

Me). I).& 4&e'di'i da'i i).& da&a ,ma'&h)e ,am,.)* da) .8ah da&a

-1


49/72

)ilai 88& ('i&e'ia5@ S.8 Me). P',e, &e'daa& ',e, e'hi&.)*a)

me&de SA@ da) S.8 Me). Kel.a'$

S.8 me). i).& da&a ,ma'&h)e ,am,.)*@ ali(a,i i)i di*.)a(a)

.)&.( mema,.((a) da&aBda&a ,ma'&h)e ,am,.)* ,e8a*ai da&a$ S.8

me). .8ah )ilai me'.a(a) ali(a,i 7a)* di*.)a(a) .)&.( mema,.((a)

em8e'ia) )ilai 88& ('i&e'ia 7a)* di&e&a(a) ,e8a*ai e'&im8a)*a)

dalam e)d.(.)* emiliha) ,ma'&h)e ,am,.)* da) da&a i)i di*.)a(a)

,e8a*ai i).&a) ',e, e'hi&.)*a) ada me&de SA$ Pada S.8 Me).

P',e, Pe'hi&.)*a)@ ,i,&em me)amil(a) da+&a' al&e')a&i%e@ 'a&i)* da)

e'hi&.)*a) e'a)*(i)*a)$ Da) ,.8 me). (el.a'@ di*.)a(a) ,e8a*ai

',e, (el.a' ,i,&em$ F'm I)&e'+ae Me). U&ama daa& diliha& ada

*am8a'

Ga*5ar (. ! Fr* Men) Uta*a

8. Fr* Data S*art/&ne Sa*%)n

F'm i)i di*.)a(a) .)&.( mema,.(a) &7e ,ma'&h)e ,am.)*@

hal i)i dima(,.d(a) .)&.( me)*e+e(&i+(a) da) meme'm.dah dalam

ema)**ila) da&a ,ma'&h)e 7a)* 8e'i,i .'aia) &e)&a)* ,ma'&h)e$

-#


50/72

Pada +'m i)i i)i &e'daa& 8e8e'aa (m)e) a)&a'a lai) C &8l Tam8ah@

&m8l U8ah@ &m8l Sima)@ &m8l "a&al@ &m8l Ha., da) &m8l

T.&.$ Da) ,e8a*ai (m)e) i).&a) &e'di'i da'i C &7e ,ma'&h)e

,am,.)*@ ha'*a@ mem'i i)&e')al@ , a)d'id da) (ame'a .&ama$ F'm i)i

daa& diliha& ada *am8a' di8aah i)i$

Ga*5ar (. ' Fr* Data S*art/&ne

D. Fr* Data N#la# B5t Kr#ter#a

F'm i)i di*.)a(a) .)&.( mema,.((a) da&a )ilai 88& ('i&e'ia

da'i ma,i)*Bma,i)* al&e')a&i+ 7a)* &elah di&e&a(a)$ F'm i)i ,e8a*ai)ilai .)&.( ',e, ,ela).&)7a me)**.)a(a) me&de SA$

Pada +'m i)i@ (m)e) 7a)* &e',edia adalah &m8l U8ah@

&m8l Sima)@ &m8l "a&al da) &m8l T.&.$

-3


51/72

Ga*5ar (. ( Fr* U5a& N#la# B5t

E. Fr* Pr%e% Pert)nan

F'm i)i di*.)a(a) .)&.( mela(.(a) ',e, e)*laha) da&a

e'hi&.)*a) de)*a) me)**.)a(a) me&de SA$ Da'i e'hi&.)*a) 7a)*

ada &e',e8.& )a)&i)7a daa& di*.)a(a) .)&.( me)*hi&.)* ,e8e'aa 8e,a'

)ilai h.8.)*a) de)*a) a)&a' e)i, ('i&e'ia 7ai&. di&a)dai de)*a) ',e,$

Km)e) 7a)* &edaa& ada +'m ',e, di&a8 P',e, Pe'hi&.)*a) 7ai&.

&m8l P',e, da) &m8l La).&$

Ga*5ar (. + Fr* Pr%e% Pert)nan

--


52/72

Se&elah i&. daa& mela(.(a) e'a)*(i)*a) de)*a) &e'le8ih dah.l.

8e'i)dah &a8 ,ela).&)7a de)*a) mela(.(a) la).&$ Pada &amil &a8 #

daa& mela(.(a) e'a)*(i)*a) di&a)dai de)*a) 'a)*(i)*$ Pada &a8 Ha,il

P',e, Pe'hi&.)*a) &e'daa& (m)e) &m8l Ra)*(i)* da) &m8l

La'a)$ Da) &m8l 7a)* ada ada +'m i)i 7ai&. &m8l T.&.$

Ga*5ar (. - Fr* Rank#n : La/ran

-/


53/72

F. I*/le*enta%# La/ran

Ga*5ar (. 3 I*/ele*enta%# La/ran

(.( Pen),#an Perankat L)nak

Pe)*.ia) e'a)*(a& l.)a( me'.a(a) ,alah ,a&. ',e, 'a)*(aia) da'i

e)*em8a)*a) e'a)*(a& l.)a($ Pe)*.ia) dila(.(a) de)*a) d.a me&de

7ai&. de)*a) e)*.ia) de)*a me&de hi&e8> da) me&de "la(8>$

-6


54/72

(.(.1 Pen),#an Wte B?

Pe)*.ia) hi&e 8> i)i adalah ,.a&. me&de de,ai) &e,& a,e 7a)*

me)**.)a(a) ,&'.(&.' ()&'l de,ai) ',ed.'al .)&.( meme'leh &e,&

a,e$ De)*a) me)**.)a(a) hi&e 8> @ e'e(a7a,aa) ,i,&em daa&

mela(.(a) &e,& a,e 7a)* daa& mem8e'i(a) ',e, C

a$ Sem.a md.l &elah di*.)a(a) mi)imal ,a&. (ali$ 8$ Me)**.)a(a) ,em.a (e.&.,a) l*i, ada ,.a&. &'.e da) +al,e

e'a,i)al ,i,&em$$ Me)*e(,e(.,i ,em.a l 4e'.la)*a)5 ada 8a&a, me'e(a da)

ada 8a&a, e'a,i)al)7a$

Si,&em e)d.(.)* emiliha) ,ma'&h)e ,am,.)* de)*a)

me&de SA 7a)* di8a)*.) i)i@ &e'di'i da'i 8e8e'aa

md.l',ed.'+.)*,i 7a)* memili(i +.)*,i ',e, mai)*Bma,i)*@

dalam hal i)i e)*.ia) &ida( dila(.(a) &e'hada (e,el.'.ha) '*'am

,ea'a .&.h@ )am.) dila(.(a) ,amel e)*.ia) &e'hada le%el &e'&e)&.

7a)* diala)(a)$ Se8a*ai )&h@ a(a) di8aha, e)*.ia) &e'hada

md.l ',e, e'hi&.)*a)$ Md.l',ed.' ',e, e'hi&.)*a)

di8a)*.) de)*a) me)**.)a(a) al*'i&ma ,ee'&i di8aah i)i@ ma(a

e)*.ia) ada md.l',ed.' i)i daa& di&.).((a) de)*a)

me)el.,.'i l*i(a ada al*'i&ma i)i .)&.( meliha& e+i,ie) da)

(mle(,i&a, l*i(a 7a)* di8a)*.)$

Pe)*.(.'a) (.a)&i&a&i+ &e'hada (mle(,i&a, l*i(a ,.a&.

'*'am a(a) m.dah di.(.' aa8ila ,e&ia di)* di8e'i )m'$

U'.&a) l*i, ,.a&. '*'am (em.dia) di8.a& de)*a) dia*'am ali'@

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di)* da) )m' di)*)7a$ "e'i(.& i)i dia*'am ali' da) di)*

'*'am 8e,e'&a )m' di)*)7a$

/r6e")re TFDPP.BtnPr%e%8l#6k0Sen"er TO5,e6tC

%a'

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ha,il,&'C ,&'i)*

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57/72

Kmle(,i&a, Si(lma&i, 4e)*.(.'a) (.a)&i&a&i+ &e'hada

(mle(,i&a, l*i, ,.a&. '*'am5 da'i *'a+i( daa& die'leh de)*a)

e'hi&.)*a) C

@0G E N !

Dima)a C

E .mlah ed*e *'a+i( ali' 7a)* di&a)da(a) de)*a) &a)da a)ah

N .mlah ,im.l *'a+i( ali' 7a)* di&a)da(a) de)*a) *am8a' li)*(a'a)

Ga*5ar (. < D#ara* Al#r L#ka

"e'da,a'(a) +l *'ah dia&a,@ ma(a (mle(,i&a, 7lma&iB)7a

daa& dihi&.)* ,e8a*ai 8e'i(.& C

1$ =4G5 10B9# 3

"a,i, a&h 7a)* diha,il(a) da'i al.' i)dee)de)& ,ea'a li)ie' C

Pa&h 1 1B#B3B-B/B6B2B:B9B10

Ha,il &e,& a,e &e'hada 8a,i, a&h ,e8a*ai 8e'i(.& C

/0


58/72

Ta5el (. 1 Ha%#l Pen),#an Ba%#% Pat& F)n%# Pe*55tan

Pat& In/)t Pr%e% O)t/)t Ha%#l ),#Pa&h 1 Sma'&h)e

Sam,.)* da)

('i&e'ia ,ele(,i

Hi&.)*

88&

"8& K'i&e'ia

Sele(,i da)

',e,

e'a)*(i)*a)

,e,.ai

"e'da,a'(a) ha,il e)*.ia) &e',e8.& ma(a daa& di,im.l(a)

8aha da'i ,e*i (ela7a(a) ,+&a'e@ ,i,&em i)i &elah meme).hi ,7a'a&$

(.(.! Pen),#an Bla6k B?

Pe)*.ia) 8la( 8>@ e)*.ia) ,ela).&)7a dila(.(a) .)&.(

mema,&i(a) 8aha ,.a&. e%e)& a&a. ma,.(a) a(a) me)ala)(a) ',e,

7a)* &ea& da) me)*ha,il(a) ,.a&. .&.& ,e,.ai de)*a) 'a)a)*a)$

U)&.( )&h e)*.ia) &e'hada 8e8e'aa le%el da'i ',e,

e'hi&.)*a) SA mem8e'i(a) ha,il ,e8a*ai 8e'i(.& C

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59/72


60/72

;l,e

e)d

me). .&ama

(.+ Anal#%#% Ha%#l U,# 85a K)e%#ner 0U%er A66e/ten6e

Pe)*.ia) de)*a) (.e,i)e' 4.,e' ae&e)e5 me'.a(a) e)*.ia)

7a)* dila(.(a) ,ea'a 8e(&i+ dima)a '*'am ali(a,i di.i ,ea'a la)*,.)*

(e (),.me) de)*a) mem8.a& (.e,i)e' me)*e)ai (e.a,a) .,e' de)*a

(a)d.)*a) i)& ,7a'a& .,e' +'ie)dl7$ A)ali,a ha,il (.e,i)e' dila(.(a)

de)*a) mem8e'i(a) - e'&a)7aa) me)*e)ai ali(a,i e)d.(.)* (eada 10

'a)* 'e,)de) (),.me) 'eal e,&a&e ,e8a*ai 8e'i(.& C

1$ Aa(ah a)da ,e&.. ali(a,i i)i daa& mem8a)&. dalam me)e)&.(a)

emiliha) ,ma'&h)e ,am,.)* #$ Aa(ah a)da ,e&.. ha,il 'e(me)da,i ,ma'&h)e ,am,.)* ,e,.ai

de)*a) a)da ha'a(a) 3$ Aa(ah a)da ,e&.. ,i,&em i)i di.8li(a,i(a) ,ea'a .m.m a*a'

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BAB @

PENUTUP

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(),.me)$

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7a)* i)*i) memilih ,ma'&h)e de)*a) %e)d' lai)$

DAFTAR PUSTAKA

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"eknik !ndustri6 !SS%9:;::2*


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Ge'd)$ 4#0115$ SISTEM PENDUKUNG KEPUTUSAN UNTUK

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STMIK AMIKOM ?OG?AKARTA$ +urnal $

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.l(a')ai)i@ I$ 4#0135$ DIAGNOSA PEN?AKIT KANKER PA?UDARA

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ATTRI"UTE DE;ISION MAKING5$ #%"#(A9 0ol?:< %o?@ +uni @=:


69/72

LAMPIRAN


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K)#%#ner Data

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