ag manual 1

207
Soal 1 >> p1=rand(8,1) p1 = 0.213291303197549 0.466356972844318 0.617516767474690 0.510434386094486 0.280105007674218 0.366579714388237 0.822303890408204 0.955381895966228 >> p2=0 + (5-0)*p1 p2 = 1.066456515987743 2.331784864221591 3.087583837373451 2.552171930472430 1.400525038371091 1.832898571941183 4.111519452041018 4.776909479831140 >> p3=Bangkit_Populasi(8,1,[5],[0]) p3 = 0.498349676797077 2.155847890651489 4.572271152258180 4.283664488989747 3.838220577277170 0.251707349840024 4.574383775969340 1.551366772117634 >> biaya_p2=Hitung_Biaya(p2) biaya_p2 = 0.900002592417024 -2.711060136040678

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Page 1: AG manual 1

Soal 1>> p1=rand(8,1)

p1 =

0.213291303197549 0.466356972844318 0.617516767474690 0.510434386094486 0.280105007674218 0.366579714388237 0.822303890408204 0.955381895966228

>> p2=0 + (5-0)*p1

p2 =

1.066456515987743 2.331784864221591 3.087583837373451 2.552171930472430 1.400525038371091 1.832898571941183 4.111519452041018 4.776909479831140

>> p3=Bangkit_Populasi(8,1,[5],[0])

p3 =

0.498349676797077 2.155847890651489 4.572271152258180 4.283664488989747 3.838220577277170 0.251707349840024 4.574383775969340 1.551366772117634

>> biaya_p2=Hitung_Biaya(p2)

biaya_p2 =

0.900002592417024 -2.711060136040678 -4.084667594126280 -3.214697583962790 -0.061625597219158 -1.351121713864293 -4.242239277156038

Page 2: AG manual 1

-3.647957992989675

>> popinduk=Seleksi_Populasi(p2,biaya_p2,0.5)

popinduk =

4.111519452041018 3.087583837373451 4.776909479831140 2.552171930472430

>> prob_kum=Probabilitas_Kumulatif(4)

prob_kum =

0.400000000000000 0.700000000000000 0.900000000000000 1.000000000000000

>> [vacak,indeks_induk]=Seleksi_Induk(4,prob_kum)

vacak =

0.186599703411983 0.803867453356349 0.655292144826423 0.710867019203313

indeks_induk =

1 3 2 3

>> [beta,popbaru_sebelum_mutasi]=Pindah_Silang(indeks_induk,popinduk)

beta =

0.180961129265894 0.050547878908191

popbaru_sebelum_mutasi =

4.111519452041018 3.087583837373451 4.776909479831140 2.552171930472430 4.231929182872183 4.656499748999975 3.172975665384904 4.691517651819686

Page 3: AG manual 1

>> popbaru_setelah_mutasi=Mutasi(popbaru_sebelum_mutasi,0.125,[5],[0])

popbaru_setelah_mutasi =

4.111519452041018 3.087583837373451 4.776909479831140 2.552171930472430 4.231929182872183 4.656499748999975 1.335698814357191 4.691517651819686

Page 4: AG manual 1

info =

Iterasi generasi ke = 1

info =

xterbaik = 3.6435

info =

yterbaik = -4.3968

info =

Iterasi generasi ke = 2

info =

xterbaik = 3.6612

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 3

info =

xterbaik = 3.6624

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 4

info =

Page 5: AG manual 1

xterbaik = 3.6651

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 5

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 6

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 7

info =

xterbaik = 3.6652

info =

Page 6: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 8

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 9

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 10

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 11

Page 7: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 12

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 13

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 14

info =

xterbaik = 3.6652

Page 8: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 15

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 16

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 17

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 9: AG manual 1

info =

Iterasi generasi ke = 18

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 19

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 20

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 21

info =

Page 10: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 22

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 23

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 24

info =

xterbaik = 3.6652

info =

Page 11: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 25

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 26

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 27

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 28

Page 12: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 29

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 30

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 31

info =

xterbaik = 3.6652

Page 13: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 32

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 33

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 34

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 14: AG manual 1

info =

Iterasi generasi ke = 35

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 36

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 37

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 38

info =

Page 15: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 39

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 40

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 41

info =

xterbaik = 3.6652

info =

Page 16: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 42

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 43

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 44

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 45

Page 17: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 46

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 47

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 48

info =

xterbaik = 3.6652

Page 18: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 49

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 50

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 51

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 19: AG manual 1

info =

Iterasi generasi ke = 52

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 53

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 54

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 55

info =

Page 20: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 56

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 57

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 58

info =

xterbaik = 3.6652

info =

Page 21: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 59

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 60

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 61

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 62

Page 22: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 63

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 64

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 65

info =

xterbaik = 3.6652

Page 23: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 66

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 67

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 68

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 24: AG manual 1

info =

Iterasi generasi ke = 69

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 70

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 71

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 72

info =

Page 25: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 73

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 74

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 75

info =

xterbaik = 3.6652

info =

Page 26: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 76

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 77

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 78

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 79

Page 27: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 80

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 81

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 82

info =

xterbaik = 3.6652

Page 28: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 83

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 84

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 85

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 29: AG manual 1

info =

Iterasi generasi ke = 86

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 87

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 88

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 89

info =

Page 30: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 90

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 91

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 92

info =

xterbaik = 3.6652

info =

Page 31: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 93

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 94

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 95

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 96

Page 32: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 97

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 98

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 99

info =

xterbaik = 3.6652

Page 33: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 100

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 101

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 102

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 34: AG manual 1

info =

Iterasi generasi ke = 103

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 104

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 105

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 106

info =

Page 35: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 107

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 108

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 109

info =

xterbaik = 3.6652

info =

Page 36: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 110

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 111

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 112

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 113

Page 37: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 114

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 115

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 116

info =

xterbaik = 3.6652

Page 38: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 117

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 118

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 119

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 39: AG manual 1

info =

Iterasi generasi ke = 120

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 121

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 122

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 123

info =

Page 40: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 124

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 125

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 126

info =

xterbaik = 3.6652

info =

Page 41: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 127

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 128

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 129

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 130

Page 42: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 131

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 132

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 133

info =

xterbaik = 3.6652

Page 43: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 134

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 135

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 136

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 44: AG manual 1

info =

Iterasi generasi ke = 137

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 138

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 139

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 140

info =

Page 45: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 141

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 142

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 143

info =

xterbaik = 3.6652

info =

Page 46: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 144

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 145

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 146

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 147

Page 47: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 148

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 149

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 150

info =

xterbaik = 3.6652

Page 48: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 151

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 152

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 153

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 49: AG manual 1

info =

Iterasi generasi ke = 154

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 155

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 156

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 157

info =

Page 50: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 158

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 159

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 160

info =

xterbaik = 3.6652

info =

Page 51: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 161

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 162

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 163

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 164

Page 52: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 165

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 166

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 167

info =

xterbaik = 3.6652

Page 53: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 168

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 169

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 170

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 54: AG manual 1

info =

Iterasi generasi ke = 171

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 172

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 173

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 174

info =

Page 55: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 175

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 176

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 177

info =

xterbaik = 3.6652

info =

Page 56: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 178

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 179

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 180

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 181

Page 57: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 182

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 183

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 184

info =

xterbaik = 3.6652

Page 58: AG manual 1

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 185

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 186

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 187

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

Page 59: AG manual 1

info =

Iterasi generasi ke = 188

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 189

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 190

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 191

info =

Page 60: AG manual 1

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 192

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 193

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 194

info =

xterbaik = 3.6652

info =

Page 61: AG manual 1

yterbaik = -4.3972

info =

Iterasi generasi ke = 195

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 196

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 197

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 198

Page 62: AG manual 1

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 199

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

info =

Iterasi generasi ke = 200

info =

xterbaik = 3.6652

info =

yterbaik = -4.3972

waktu =

0.432245433649833

Page 63: AG manual 1

>> xterbaik

xterbaik =

3.6652

>> yterbaik

yterbaik =

-4.3972

Page 64: AG manual 1

Soal 2A

>> q1=rand(8,1)

q1 =

0.940962138263672

0.070004015130860

0.414048849044342

0.267359253711665

0.611678631205765

0.696713512491515

0.074381823077422

0.113177664654180

>> q2=0+(2*pi)*q1

q2 =

5.912239481750588

0.439848199313796

2.601545644770031

1.679867734659633

3.843290188307784

4.377580105000166

0.467354777881287

0.711116239656040

>> q3=Bangkit_Populasi(8,1,[2*pi],[0])

q3 =

2.071649496670059

Page 65: AG manual 1

5.485416046787317 2.994968895682607 0.561872513690388 1.795005900473354 2.257402551973559 1.817327118782391 3.740139894972621

>> biaya_q2=Hitung_Biaya(q2)

biaya_q2 =

6.553472616093909 1.437925292676997 3.601541878117691 1.338198545562598 3.396501561605017 5.338167053535771 1.150901196250822 0.018888710101848

>> popinduk=Seleksi_Populasi(q2,biaya_q2,0.5)

popinduk =

0.711116239656040 0.467354777881287 1.679867734659633 0.439848199313796

>> prob_kum=Probabilitas_Kumulatif(4)

prob_kum =

0.400000000000000 0.700000000000000 0.900000000000000 1.000000000000000

>> [vacak,indeks_induk]=Seleksi_Induk(4,prob_kum)

vacak =

0.972724182155230 0.127627169013380 0.689389218230635 0.900372208356485

Page 66: AG manual 1

indeks_induk =

4 1 2 4

>> [beta,popbaru_sebelum_mutasi]=Pindah_Silang(indeks_induk,popinduk)

beta =

0.299901275156720 0.516601861784925

popbaru_sebelum_mutasi =

0.711116239656040 0.467354777881287 1.679867734659633 0.439848199313796 0.521201830521700 0.629762608448136 0.453144828181988 0.454058149013095

>> popbaru_setelah_mutasi=Mutasi(popbaru_sebelum_mutasi,0.25,[2*pi],[0])

popbaru_setelah_mutasi =

0.711116239656040 0.467354777881287 0.496032444266288 0.439848199313796 0.521201830521700 0.629762608448136 0.453144828181988 4.638827241656802

info =

Iterasi generasi ke = 1

info =

xterbaik = -0.8244

info =

Page 67: AG manual 1

yterbaik = -1.7727

info =

Iterasi generasi ke = 2

info =

xterbaik = -0.8244

info =

yterbaik = -1.7727

info =

Iterasi generasi ke = 3

info =

xterbaik = -0.8244

info =

yterbaik = -1.7727

info =

Iterasi generasi ke = 4

info =

xterbaik = -0.8244

info =

yterbaik = -1.7727

info =

Iterasi generasi ke = 5

Page 68: AG manual 1

info =

xterbaik = -0.8244

info =

yterbaik = -1.7727

info =

Iterasi generasi ke = 6

info =

xterbaik = -0.83282

info =

yterbaik = -1.8314

info =

Iterasi generasi ke = 7

info =

xterbaik = -0.83282

info =

yterbaik = -1.8314

info =

Iterasi generasi ke = 8

info =

xterbaik = -0.83282

Page 69: AG manual 1

info =

yterbaik = -1.8314

info =

Iterasi generasi ke = 9

info =

xterbaik = -0.83282

info =

yterbaik = -1.8314

info =

Iterasi generasi ke = 10

info =

xterbaik = -0.83282

info =

yterbaik = -1.8314

info =

Iterasi generasi ke = 11

info =

xterbaik = -0.83282

info =

yterbaik = -1.8314

Page 70: AG manual 1

info =

Iterasi generasi ke = 12

info =

xterbaik = -0.83313

info =

yterbaik = -1.8322

info =

Iterasi generasi ke = 13

info =

xterbaik = -0.83313

info =

yterbaik = -1.8322

info =

Iterasi generasi ke = 14

info =

xterbaik = -0.83499

info =

yterbaik = -1.8349

info =

Iterasi generasi ke = 15

info =

Page 71: AG manual 1

xterbaik = -0.83541

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 16

info =

xterbaik = -0.83541

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 17

info =

xterbaik = -0.83541

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 18

info =

xterbaik = -0.83541

info =

Page 72: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 19

info =

xterbaik = -0.83548

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 20

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 21

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 22

Page 73: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 23

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 24

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 25

info =

xterbaik = -0.83546

Page 74: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 26

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 27

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 28

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 75: AG manual 1

info =

Iterasi generasi ke = 29

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 30

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 31

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 32

info =

Page 76: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 33

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 34

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 35

info =

xterbaik = -0.83546

info =

Page 77: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 36

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 37

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 38

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 39

Page 78: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 40

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 41

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 42

info =

xterbaik = -0.83546

Page 79: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 43

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 44

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 45

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 80: AG manual 1

info =

Iterasi generasi ke = 46

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 47

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 48

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 49

info =

Page 81: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 50

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 51

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 52

info =

xterbaik = -0.83546

info =

Page 82: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 53

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 54

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 55

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 56

Page 83: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 57

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 58

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 59

info =

xterbaik = -0.83546

Page 84: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 60

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 61

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 62

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 85: AG manual 1

info =

Iterasi generasi ke = 63

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 64

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 65

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 66

info =

Page 86: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 67

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 68

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 69

info =

xterbaik = -0.83546

info =

Page 87: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 70

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 71

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 72

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 73

Page 88: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 74

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 75

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 76

info =

xterbaik = -0.83546

Page 89: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 77

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 78

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 79

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 90: AG manual 1

info =

Iterasi generasi ke = 80

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 81

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 82

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 83

info =

Page 91: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 84

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 85

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 86

info =

xterbaik = -0.83546

info =

Page 92: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 87

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 88

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 89

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 90

Page 93: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 91

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 92

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 93

info =

xterbaik = -0.83546

Page 94: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 94

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 95

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 96

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 95: AG manual 1

info =

Iterasi generasi ke = 97

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 98

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 99

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 100

info =

Page 96: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 101

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 102

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 103

info =

xterbaik = -0.83546

info =

Page 97: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 104

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 105

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 106

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 107

Page 98: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 108

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 109

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 110

info =

xterbaik = -0.83546

Page 99: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 111

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 112

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 113

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 100: AG manual 1

info =

Iterasi generasi ke = 114

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 115

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 116

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 117

info =

Page 101: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 118

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 119

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 120

info =

xterbaik = -0.83546

info =

Page 102: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 121

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 122

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 123

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 124

Page 103: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 125

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 126

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 127

info =

xterbaik = -0.83546

Page 104: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 128

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 129

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 130

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 105: AG manual 1

info =

Iterasi generasi ke = 131

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 132

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 133

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 134

info =

Page 106: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 135

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 136

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 137

info =

xterbaik = -0.83546

info =

Page 107: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 138

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 139

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 140

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 141

Page 108: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 142

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 143

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 144

info =

xterbaik = -0.83546

Page 109: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 145

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 146

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 147

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 110: AG manual 1

info =

Iterasi generasi ke = 148

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 149

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 150

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 151

info =

Page 111: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 152

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 153

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 154

info =

xterbaik = -0.83546

info =

Page 112: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 155

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 156

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 157

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 158

Page 113: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 159

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 160

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 161

info =

xterbaik = -0.83546

Page 114: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 162

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 163

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 164

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 115: AG manual 1

info =

Iterasi generasi ke = 165

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 166

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 167

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 168

info =

Page 116: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 169

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 170

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 171

info =

xterbaik = -0.83546

info =

Page 117: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 172

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 173

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 174

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 175

Page 118: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 176

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 177

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 178

info =

xterbaik = -0.83546

Page 119: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 179

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 180

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 181

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 120: AG manual 1

info =

Iterasi generasi ke = 182

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 183

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 184

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 185

info =

Page 121: AG manual 1

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 186

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 187

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 188

info =

xterbaik = -0.83546

info =

Page 122: AG manual 1

yterbaik = -1.835

info =

Iterasi generasi ke = 189

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 190

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 191

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 192

Page 123: AG manual 1

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 193

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 194

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 195

info =

xterbaik = -0.83546

Page 124: AG manual 1

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 196

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 197

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 198

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

Page 125: AG manual 1

info =

Iterasi generasi ke = 199

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

info =

Iterasi generasi ke = 200

info =

xterbaik = -0.83546

info =

yterbaik = -1.835

waktu =

0.806076526654080

>> xterbaik

xterbaik =

-0.835462270229623

>> yterbaik

yterbaik =

-1.834973869607865

Page 126: AG manual 1

Soal 2B

>> r1=rand(8,1)

r1 =

0.727103194855988 0.880579182046801 0.064910440821926 0.704541486536018 0.515610173927504 0.716600222919707 0.531189508569864 0.170145396863879

>> r2=0+(2*pi)*r1

r2 =

4.568524110722479 5.532842178444676 0.407844328054877 4.426764716501572 3.239674269053606 4.502531991770719 3.337562115574113 1.069055057659362

>> r3=Bangkit_Populasi(8,1,[2*pi],[0])

r3 =

2.031230714419353 6.141034368957970 3.140538392154860 1.563016346820463 6.078072442530190 2.505447340320139 1.501268877119127 5.143864549524520

>> biaya_r2=Hitung_Biaya(r2)

biaya_r2 =

-5.562620653730028 -6.433708508756567 -0.873741149870387 -4.145797747737632 -3.242655223386536 -4.083627671411704

Page 127: AG manual 1

-3.325399891751448 -1.409845315092039

>> popinduk=Seleksi_Populasi(r2,biaya_r2,0.5)

popinduk =

5.532842178444676 4.568524110722479 4.426764716501572 4.502531991770719

>> prob_kum=Probabilitas_Kumulatif(4)

prob_kum =

0.400000000000000 0.700000000000000 0.900000000000000 1.000000000000000

>> [vacak,indeks_induk]=Seleksi_Induk(4,prob_kum)

vacak =

0.158200292148971 0.038785175289039 0.273654323768681 0.605014217379951

indeks_induk =

1 1 1 2

>> [beta,popbaru_sebelum_mutasi]=Pindah_Silang(indeks_induk,popinduk)

beta =

0.412305228366321 0.593447031638144

popbaru_sebelum_mutasi =

5.532842178444676 4.568524110722479 4.426764716501572 4.502531991770719 5.532842178444676 5.532842178444676 4.960570483599907

Page 128: AG manual 1

5.140795805567247

>> popbaru_setelah_mutasi=Mutasi(popbaru_sebelum_mutasi,0.25,[2*pi],[0])

popbaru_setelah_mutasi =

5.532842178444676 4.568524110722479 4.426764716501572 4.502531991770719 5.532842178444676 4.223020601225960 1.654195322275017 5.140795805567247

info =

Iterasi generasi ke = 1

info =

xterbaik = -0.83489

info =

yterbaik = 1.8348

info =

Iterasi generasi ke = 2

info =

xterbaik = -0.44191

info =

yterbaik = 1.4419

info =

Iterasi generasi ke = 3

info =

Page 129: AG manual 1

xterbaik = -0.6389

info =

yterbaik = 1.6386

info =

Iterasi generasi ke = 4

info =

xterbaik = 0.15563

info =

yterbaik = 0.80873

info =

Iterasi generasi ke = 5

info =

xterbaik = -0.064159

info =

yterbaik = 0.9501

info =

Iterasi generasi ke = 6

info =

xterbaik = -0.6434

info =

Page 130: AG manual 1

yterbaik = 1.6292

info =

Iterasi generasi ke = 7

info =

xterbaik = -0.99274

info =

yterbaik = 1.3372

info =

Iterasi generasi ke = 8

info =

xterbaik = -0.4199

info =

yterbaik = 1.1846

info =

Iterasi generasi ke = 9

info =

xterbaik = -0.62277

info =

yterbaik = 1.5042

info =

Iterasi generasi ke = 10

Page 131: AG manual 1

info =

xterbaik = -0.82649

info =

yterbaik = 1.794

info =

Iterasi generasi ke = 11

info =

xterbaik = -0.070752

info =

yterbaik = 0.83991

info =

Iterasi generasi ke = 12

info =

xterbaik = -0.062137

info =

yterbaik = 0.97621

info =

Iterasi generasi ke = 13

info =

xterbaik = -0.61858

Page 132: AG manual 1

info =

yterbaik = 1.4292

info =

Iterasi generasi ke = 14

info =

xterbaik = 0.36512

info =

yterbaik = 0.40728

info =

Iterasi generasi ke = 15

info =

xterbaik = -0.85914

info =

yterbaik = 1.5638

info =

Iterasi generasi ke = 16

info =

xterbaik = -0.84595

info =

yterbaik = 1.7794

Page 133: AG manual 1

info =

Iterasi generasi ke = 17

info =

xterbaik = -0.82397

info =

yterbaik = 1.7679

info =

Iterasi generasi ke = 18

info =

xterbaik = -0.46239

info =

yterbaik = 1.2527

info =

Iterasi generasi ke = 19

info =

xterbaik = -0.45386

info =

yterbaik = 1.3802

info =

Iterasi generasi ke = 20

info =

Page 134: AG manual 1

xterbaik = -0.63441

info =

yterbaik = 1.6273

info =

Iterasi generasi ke = 21

info =

xterbaik = -0.59006

info =

yterbaik = 0.62253

info =

Iterasi generasi ke = 22

info =

xterbaik = -0.68129

info =

yterbaik = 0.86991

info =

Iterasi generasi ke = 23

info =

xterbaik = -0.26859

info =

Page 135: AG manual 1

yterbaik = 1.0064

info =

Iterasi generasi ke = 24

info =

xterbaik = -0.83787

info =

yterbaik = 1.832

info =

Iterasi generasi ke = 25

info =

xterbaik = -0.040169

info =

yterbaik = 0.99972

info =

Iterasi generasi ke = 26

info =

xterbaik = -0.62036

info =

yterbaik = 1.4628

info =

Iterasi generasi ke = 27

Page 136: AG manual 1

info =

xterbaik = 0.17061

info =

yterbaik = 0.56298

info =

Iterasi generasi ke = 28

info =

xterbaik = -0.6102

info =

yterbaik = 1.2364

info =

Iterasi generasi ke = 29

info =

xterbaik = -0.84338

info =

yterbaik = 1.8031

info =

Iterasi generasi ke = 30

info =

xterbaik = -0.62595

Page 137: AG manual 1

info =

yterbaik = 1.5509

info =

Iterasi generasi ke = 31

info =

xterbaik = -0.83097

info =

yterbaik = 1.8247

info =

Iterasi generasi ke = 32

info =

xterbaik = -0.6053

info =

yterbaik = 1.1021

info =

Iterasi generasi ke = 33

info =

xterbaik = 0.1469

info =

yterbaik = 0.85303

Page 138: AG manual 1

info =

Iterasi generasi ke = 34

info =

xterbaik = -0.63176

info =

yterbaik = 1.611

info =

Iterasi generasi ke = 35

info =

xterbaik = -0.22489

info =

yterbaik = 1.0165

info =

Iterasi generasi ke = 36

info =

xterbaik = -0.64939

info =

yterbaik = 1.5852

info =

Iterasi generasi ke = 37

info =

Page 139: AG manual 1

xterbaik = -0.85972

info =

yterbaik = 1.5511

info =

Iterasi generasi ke = 38

info =

xterbaik = -0.62381

info =

yterbaik = 1.5206

info =

Iterasi generasi ke = 39

info =

xterbaik = -0.80875

info =

yterbaik = 1.4883

info =

Iterasi generasi ke = 40

info =

xterbaik = -0.77154

info =

Page 140: AG manual 1

yterbaik = 0.34237

info =

Iterasi generasi ke = 41

info =

xterbaik = -0.85349

info =

yterbaik = 1.6742

info =

Iterasi generasi ke = 42

info =

xterbaik = -0.47232

info =

yterbaik = 1.0319

info =

Iterasi generasi ke = 43

info =

xterbaik = -0.83375

info =

yterbaik = 1.8335

info =

Iterasi generasi ke = 44

Page 141: AG manual 1

info =

xterbaik = -0.8739

info =

yterbaik = 1.1785

info =

Iterasi generasi ke = 45

info =

xterbaik = -0.85439

info =

yterbaik = 1.6582

info =

Iterasi generasi ke = 46

info =

xterbaik = -0.84382

info =

yterbaik = 1.7995

info =

Iterasi generasi ke = 47

info =

xterbaik = -0.89905

Page 142: AG manual 1

info =

yterbaik = 0.42381

info =

Iterasi generasi ke = 48

info =

xterbaik = -0.6288

info =

yterbaik = 1.5845

info =

Iterasi generasi ke = 49

info =

xterbaik = -0.45467

info =

yterbaik = 1.3709

info =

Iterasi generasi ke = 50

info =

xterbaik = -0.68373

info =

yterbaik = 0.79534

Page 143: AG manual 1

info =

Iterasi generasi ke = 51

info =

xterbaik = -0.6543

info =

yterbaik = 1.5235

info =

Iterasi generasi ke = 52

info =

xterbaik = -0.46565

info =

yterbaik = 1.1881

info =

Iterasi generasi ke = 53

info =

xterbaik = -0.82784

info =

yterbaik = 1.8053

info =

Iterasi generasi ke = 54

info =

Page 144: AG manual 1

xterbaik = -0.81721

info =

yterbaik = 1.6683

info =

Iterasi generasi ke = 55

info =

xterbaik = -0.82882

info =

yterbaik = 1.8124

info =

Iterasi generasi ke = 56

info =

xterbaik = -0.62836

info =

yterbaik = 1.5798

info =

Iterasi generasi ke = 57

info =

xterbaik = -0.81164

info =

Page 145: AG manual 1

yterbaik = 1.556

info =

Iterasi generasi ke = 58

info =

xterbaik = -0.83784

info =

yterbaik = 1.8321

info =

Iterasi generasi ke = 59

info =

xterbaik = -0.81839

info =

yterbaik = 1.6887

info =

Iterasi generasi ke = 60

info =

xterbaik = -0.48036

info =

yterbaik = 0.8106

info =

Iterasi generasi ke = 61

Page 146: AG manual 1

info =

xterbaik = -0.4622

info =

yterbaik = 1.2563

info =

Iterasi generasi ke = 62

info =

xterbaik = -0.8622

info =

yterbaik = 1.494

info =

Iterasi generasi ke = 63

info =

xterbaik = -0.24388

info =

yterbaik = 1.2427

info =

Iterasi generasi ke = 64

info =

xterbaik = -0.40073

Page 147: AG manual 1

info =

yterbaik = 0.65491

info =

Iterasi generasi ke = 65

info =

xterbaik = -0.82353

info =

yterbaik = 1.7628

info =

Iterasi generasi ke = 66

info =

xterbaik = 0.15393

info =

yterbaik = 0.82341

info =

Iterasi generasi ke = 67

info =

xterbaik = -0.99668

info =

yterbaik = 1.4565

Page 148: AG manual 1

info =

Iterasi generasi ke = 68

info =

xterbaik = -0.24274

info =

yterbaik = 1.239

info =

Iterasi generasi ke = 69

info =

xterbaik = -0.85535

info =

yterbaik = 1.6407

info =

Iterasi generasi ke = 70

info =

xterbaik = -0.44713

info =

yterbaik = 1.4325

info =

Iterasi generasi ke = 71

info =

Page 149: AG manual 1

xterbaik = -0.24783

info =

yterbaik = 1.2449

info =

Iterasi generasi ke = 72

info =

xterbaik = -0.66476

info =

yterbaik = 1.3232

info =

Iterasi generasi ke = 73

info =

xterbaik = -0.98284

info =

yterbaik = 1.0177

info =

Iterasi generasi ke = 74

info =

xterbaik = -0.47427

info =

Page 150: AG manual 1

yterbaik = 0.981

info =

Iterasi generasi ke = 75

info =

xterbaik = -0.8456

info =

yterbaik = 1.7831

info =

Iterasi generasi ke = 76

info =

xterbaik = -0.68012

info =

yterbaik = 0.90544

info =

Iterasi generasi ke = 77

info =

xterbaik = -0.25422

info =

yterbaik = 1.215

info =

Iterasi generasi ke = 78

Page 151: AG manual 1

info =

xterbaik = -0.64106

info =

yterbaik = 1.6367

info =

Iterasi generasi ke = 79

info =

xterbaik = -0.21402

info =

yterbaik = 0.74977

info =

Iterasi generasi ke = 80

info =

xterbaik = -0.2351

info =

yterbaik = 1.1809

info =

Iterasi generasi ke = 81

info =

xterbaik = -0.64695

Page 152: AG manual 1

info =

yterbaik = 1.6075

info =

Iterasi generasi ke = 82

info =

xterbaik = -0.39853

info =

yterbaik = 0.58394

info =

Iterasi generasi ke = 83

info =

xterbaik = -0.84212

info =

yterbaik = 1.8124

info =

Iterasi generasi ke = 84

info =

xterbaik = -0.64473

info =

yterbaik = 1.6225

Page 153: AG manual 1

info =

Iterasi generasi ke = 85

info =

xterbaik = -0.83394

info =

yterbaik = 1.8338

info =

Iterasi generasi ke = 86

info =

xterbaik = -0.83844

info =

yterbaik = 1.8304

info =

Iterasi generasi ke = 87

info =

xterbaik = -0.048827

info =

yterbaik = 1.0488

info =

Iterasi generasi ke = 88

info =

Page 154: AG manual 1

xterbaik = -0.88322

info =

yterbaik = 0.8945

info =

Iterasi generasi ke = 89

info =

xterbaik = 0.13232

info =

yterbaik = 0.75548

info =

Iterasi generasi ke = 90

info =

xterbaik = -0.80762

info =

yterbaik = 1.4602

info =

Iterasi generasi ke = 91

info =

xterbaik = -0.64799

info =

Page 155: AG manual 1

yterbaik = 1.5987

info =

Iterasi generasi ke = 92

info =

xterbaik = -0.27349

info =

yterbaik = 0.89689

info =

Iterasi generasi ke = 93

info =

xterbaik = -0.83969

info =

yterbaik = 1.8259

info =

Iterasi generasi ke = 94

info =

xterbaik = -0.83618

info =

yterbaik = 1.8347

info =

Iterasi generasi ke = 95

Page 156: AG manual 1

info =

xterbaik = -0.79121

info =

yterbaik = 0.976

info =

Iterasi generasi ke = 96

info =

xterbaik = -0.76045

info =

yterbaik = 0.044237

info =

Iterasi generasi ke = 97

info =

xterbaik = 0.15726

info =

yterbaik = 0.79197

info =

Iterasi generasi ke = 98

info =

xterbaik = -0.44989

Page 157: AG manual 1

info =

yterbaik = 1.4165

info =

Iterasi generasi ke = 99

info =

xterbaik = -0.9075

info =

yterbaik = 0.21445

info =

Iterasi generasi ke = 100

info =

xterbaik = -0.64903

info =

yterbaik = 1.5888

info =

Iterasi generasi ke = 101

info =

xterbaik = -0.65665

info =

yterbaik = 1.4863

Page 158: AG manual 1

info =

Iterasi generasi ke = 102

info =

xterbaik = 0.19133

info =

yterbaik = -0.031274

info =

Iterasi generasi ke = 103

info =

xterbaik = -0.64169

info =

yterbaik = 1.6352

info =

Iterasi generasi ke = 104

info =

xterbaik = -0.25593

info =

yterbaik = 1.2001

info =

Iterasi generasi ke = 105

info =

Page 159: AG manual 1

xterbaik = -0.85594

info =

yterbaik = 1.6295

info =

Iterasi generasi ke = 106

info =

xterbaik = -0.86098

info =

yterbaik = 1.5227

info =

Iterasi generasi ke = 107

info =

xterbaik = -0.45533

info =

yterbaik = 1.3629

info =

Iterasi generasi ke = 108

info =

xterbaik = -0.84752

info =

Page 160: AG manual 1

yterbaik = 1.7618

info =

Iterasi generasi ke = 109

info =

xterbaik = -0.4446

info =

yterbaik = 1.4405

info =

Iterasi generasi ke = 110

info =

xterbaik = -0.64106

info =

yterbaik = 1.6367

info =

Iterasi generasi ke = 111

info =

xterbaik = -0.46891

info =

yterbaik = 1.1152

info =

Iterasi generasi ke = 112

Page 161: AG manual 1

info =

xterbaik = -0.80284

info =

yterbaik = 1.3325

info =

Iterasi generasi ke = 113

info =

xterbaik = -0.44618

info =

yterbaik = 1.4363

info =

Iterasi generasi ke = 114

info =

xterbaik = -0.28405

info =

yterbaik = 0.61302

info =

Iterasi generasi ke = 115

info =

xterbaik = -0.24504

Page 162: AG manual 1

info =

yterbaik = 1.245

info =

Iterasi generasi ke = 116

info =

xterbaik = -0.98174

info =

yterbaik = 0.98144

info =

Iterasi generasi ke = 117

info =

xterbaik = -0.80321

info =

yterbaik = 1.3429

info =

Iterasi generasi ke = 118

info =

xterbaik = -0.44322

info =

yterbaik = 1.4422

Page 163: AG manual 1

info =

Iterasi generasi ke = 119

info =

xterbaik = -0.84061

info =

yterbaik = 1.8215

info =

Iterasi generasi ke = 120

info =

xterbaik = -0.82086

info =

yterbaik = 1.7274

info =

Iterasi generasi ke = 121

info =

xterbaik = -0.67312

info =

yterbaik = 1.1093

info =

Iterasi generasi ke = 122

info =

Page 164: AG manual 1

xterbaik = -0.039929

info =

yterbaik = 0.99729

info =

Iterasi generasi ke = 123

info =

xterbaik = -0.99211

info =

yterbaik = 1.3176

info =

Iterasi generasi ke = 124

info =

xterbaik = -0.84594

info =

yterbaik = 1.7795

info =

Iterasi generasi ke = 125

info =

xterbaik = -0.82293

info =

Page 165: AG manual 1

yterbaik = 1.7554

info =

Iterasi generasi ke = 126

info =

xterbaik = -0.45659

info =

yterbaik = 1.3464

info =

Iterasi generasi ke = 127

info =

xterbaik = -0.4237

info =

yterbaik = 1.2608

info =

Iterasi generasi ke = 128

info =

xterbaik = -0.4718

info =

yterbaik = 1.0449

info =

Iterasi generasi ke = 129

Page 166: AG manual 1

info =

xterbaik = -0.64937

info =

yterbaik = 1.5855

info =

Iterasi generasi ke = 130

info =

xterbaik = -0.27607

info =

yterbaik = 0.83287

info =

Iterasi generasi ke = 131

info =

xterbaik = -0.45132

info =

yterbaik = 1.4052

info =

Iterasi generasi ke = 132

info =

xterbaik = 0.51607

Page 167: AG manual 1

info =

yterbaik = 0.20562

info =

Iterasi generasi ke = 133

info =

xterbaik = -0.8351

info =

yterbaik = 1.8349

info =

Iterasi generasi ke = 134

info =

xterbaik = -0.63009

info =

yterbaik = 1.5971

info =

Iterasi generasi ke = 135

info =

xterbaik = -0.24971

info =

yterbaik = 1.2404

Page 168: AG manual 1

info =

Iterasi generasi ke = 136

info =

xterbaik = -0.84679

info =

yterbaik = 1.7702

info =

Iterasi generasi ke = 137

info =

xterbaik = -0.23146

info =

yterbaik = 1.1331

info =

Iterasi generasi ke = 138

info =

xterbaik = -0.6277

info =

yterbaik = 1.5724

info =

Iterasi generasi ke = 139

info =

Page 169: AG manual 1

xterbaik = -0.82559

info =

yterbaik = 1.7853

info =

Iterasi generasi ke = 140

info =

xterbaik = -0.82039

info =

yterbaik = 1.7204

info =

Iterasi generasi ke = 141

info =

xterbaik = -0.45398

info =

yterbaik = 1.3788

info =

Iterasi generasi ke = 142

info =

xterbaik = -0.42025

info =

Page 170: AG manual 1

yterbaik = 1.1921

info =

Iterasi generasi ke = 143

info =

xterbaik = -0.65443

info =

yterbaik = 1.5216

info =

Iterasi generasi ke = 144

info =

xterbaik = -0.63301

info =

yterbaik = 1.6196

info =

Iterasi generasi ke = 145

info =

xterbaik = -0.99333

info =

yterbaik = 1.3557

info =

Iterasi generasi ke = 146

Page 171: AG manual 1

info =

xterbaik = -0.25809

info =

yterbaik = 1.1772

info =

Iterasi generasi ke = 147

info =

xterbaik = -0.83264

info =

yterbaik = 1.8309

info =

Iterasi generasi ke = 148

info =

xterbaik = -0.8621

info =

yterbaik = 1.4963

info =

Iterasi generasi ke = 149

info =

xterbaik = -0.43243

Page 172: AG manual 1

info =

yterbaik = 1.388

info =

Iterasi generasi ke = 150

info =

xterbaik = -0.39353

info =

yterbaik = 0.42023

info =

Iterasi generasi ke = 151

info =

xterbaik = -0.80229

info =

yterbaik = 1.3169

info =

Iterasi generasi ke = 152

info =

xterbaik = -0.80414

info =

yterbaik = 1.3686

Page 173: AG manual 1

info =

Iterasi generasi ke = 153

info =

xterbaik = -0.082461

info =

yterbaik = 0.56436

info =

Iterasi generasi ke = 154

info =

xterbaik = -0.24946

info =

yterbaik = 1.2412

info =

Iterasi generasi ke = 155

info =

xterbaik = -0.62734

info =

yterbaik = 1.5683

info =

Iterasi generasi ke = 156

info =

Page 174: AG manual 1

xterbaik = -0.99989

info =

yterbaik = 1.5483

info =

Iterasi generasi ke = 157

info =

xterbaik = -0.65719

info =

yterbaik = 1.477

info =

Iterasi generasi ke = 158

info =

xterbaik = -0.85343

info =

yterbaik = 1.6752

info =

Iterasi generasi ke = 159

info =

xterbaik = -0.42683

info =

Page 175: AG manual 1

yterbaik = 1.3144

info =

Iterasi generasi ke = 160

info =

xterbaik = -0.24695

info =

yterbaik = 1.2458

info =

Iterasi generasi ke = 161

info =

xterbaik = -0.45599

info =

yterbaik = 1.3544

info =

Iterasi generasi ke = 162

info =

xterbaik = -0.84265

info =

yterbaik = 1.8087

info =

Iterasi generasi ke = 163

Page 176: AG manual 1

info =

xterbaik = -0.4348

info =

yterbaik = 1.4099

info =

Iterasi generasi ke = 164

info =

xterbaik = -0.82046

info =

yterbaik = 1.7214

info =

Iterasi generasi ke = 165

info =

xterbaik = -0.62154

info =

yterbaik = 1.4838

info =

Iterasi generasi ke = 166

info =

xterbaik = -0.4837

Page 177: AG manual 1

info =

yterbaik = 0.71115

info =

Iterasi generasi ke = 167

info =

xterbaik = -0.81919

info =

yterbaik = 1.7017

info =

Iterasi generasi ke = 168

info =

xterbaik = -0.63678

info =

yterbaik = 1.6358

info =

Iterasi generasi ke = 169

info =

xterbaik = -0.98726

info =

yterbaik = 1.1626

Page 178: AG manual 1

info =

Iterasi generasi ke = 170

info =

xterbaik = -0.87384

info =

yterbaik = 1.1802

info =

Iterasi generasi ke = 171

info =

xterbaik = -0.41043

info =

yterbaik = 0.94776

info =

Iterasi generasi ke = 172

info =

xterbaik = -0.43996

info =

yterbaik = 1.4383

info =

Iterasi generasi ke = 173

info =

Page 179: AG manual 1

xterbaik = -0.4271

info =

yterbaik = 1.3187

info =

Iterasi generasi ke = 174

info =

xterbaik = -0.81554

info =

yterbaik = 1.6372

info =

Iterasi generasi ke = 175

info =

xterbaik = -0.61621

info =

yterbaik = 1.38

info =

Iterasi generasi ke = 176

info =

xterbaik = -0.25709

info =

Page 180: AG manual 1

yterbaik = 1.1884

info =

Iterasi generasi ke = 177

info =

xterbaik = -0.61779

info =

yterbaik = 1.4133

info =

Iterasi generasi ke = 178

info =

xterbaik = -0.052316

info =

yterbaik = 1.047

info =

Iterasi generasi ke = 179

info =

xterbaik = -0.84016

info =

yterbaik = 1.8237

info =

Iterasi generasi ke = 180

Page 181: AG manual 1

info =

xterbaik = -0.25254

info =

yterbaik = 1.2268

info =

Iterasi generasi ke = 181

info =

xterbaik = -0.68595

info =

yterbaik = 0.72663

info =

Iterasi generasi ke = 182

info =

xterbaik = -0.42457

info =

yterbaik = 1.2765

info =

Iterasi generasi ke = 183

info =

xterbaik = 0.51905

Page 182: AG manual 1

info =

yterbaik = 0.2653

info =

Iterasi generasi ke = 184

info =

xterbaik = 0.14134

info =

yterbaik = 0.84075

info =

Iterasi generasi ke = 185

info =

xterbaik = -0.82545

info =

yterbaik = 1.7839

info =

Iterasi generasi ke = 186

info =

xterbaik = -0.82029

info =

yterbaik = 1.7189

Page 183: AG manual 1

info =

Iterasi generasi ke = 187

info =

xterbaik = -0.97485

info =

yterbaik = 0.75584

info =

Iterasi generasi ke = 188

info =

xterbaik = -0.067394

info =

yterbaik = 0.90067

info =

Iterasi generasi ke = 189

info =

xterbaik = -0.99845

info =

yterbaik = 1.5078

info =

Iterasi generasi ke = 190

info =

Page 184: AG manual 1

xterbaik = -0.82661

info =

yterbaik = 1.795

info =

Iterasi generasi ke = 191

info =

xterbaik = -0.42838

info =

yterbaik = 1.3378

info =

Iterasi generasi ke = 192

info =

xterbaik = -0.83608

info =

yterbaik = 1.8348

info =

Iterasi generasi ke = 193

info =

xterbaik = -0.97571

info =

Page 185: AG manual 1

yterbaik = 0.78377

info =

Iterasi generasi ke = 194

info =

xterbaik = -0.85454

info =

yterbaik = 1.6556

info =

Iterasi generasi ke = 195

info =

xterbaik = -0.85978

info =

yterbaik = 1.5498

info =

Iterasi generasi ke = 196

info =

xterbaik = -0.6617

info =

yterbaik = 1.3907

info =

Iterasi generasi ke = 197

Page 186: AG manual 1

info =

xterbaik = -0.84005

info =

yterbaik = 1.8242

info =

Iterasi generasi ke = 198

info =

xterbaik = -0.84644

info =

yterbaik = 1.7742

info =

Iterasi generasi ke = 199

info =

xterbaik = -0.98223

info =

yterbaik = 0.99771

info =

Iterasi generasi ke = 200

info =

xterbaik = -0.81089

Page 187: AG manual 1

info =

yterbaik = 1.5391

waktu =

0.860038729367002

>> xterbaik

xterbaik =

-0.409678227432483

>> yterbaik

yterbaik =

0.926669813032838