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Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf ·...

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Page 1: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 2: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

• Proses yang digunakan dalambidang metalurgi.

Fenomena adanya variasiperubahan level energisebagai fungsi temperatur

• Menggunakan konsepneighbourhood search atau local search

Page 3: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

State

Energy

Ground state

Rapid quenching

Careful Annealing

Solusi Feasibel

Biaya

Solusi Optimal

Local Search

Simulated Annealing

Page 4: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Sim

ula

ted

An

nea

ling

Memperbaharui Solusi

Mengevaluasi kualitas solusi

Menerima solusi baru jika lebih baik darisebelumnya

Page 5: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Algoritma simulated annealing

Page 6: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 7: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Contoh minimasi fungsi:

Page 8: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 9: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 10: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 11: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 12: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 13: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 14: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

Page 15: Proses yang Fenomena adanya variasimiftakhurrizal.lecture.ub.ac.id/.../SIMULATED-ANNEALING.pdf · 2017. 12. 5. · Simulated Annealing. aling Memperbaharui Solusi Mengevaluasi kualitas

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