Metode Optimasi Metaheuristik (A)
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RPS Metode Optimasi Heuristik
RPS Metode Optimasi Heuristik
Week 1: Pendahuluan, Optimasi, Heuristik, Metaheuristik dan aplikasinya, Konsep dasar Metaheuristik (Representasi, Fungsi Obyektif; Constraint Handling; Parameter Tuning; Analisis Performansi)
Buku Metaheuristics_Talbi
Week 2: Single Solution- Based Metaheuristics: Konsep dasar, Fitness Landscape Analysis, Local Search
Heuristics-TSP
Week 2
Tugas Week 1_membuat program Nearest meighbour
Tugas di kelas Week 2: menghitung Nearest, farthest dan arbitrary insertion
Week 3: lanjutan local search
Tugas 3
Minggu 5: population-based metaheuristics (Genetic Algorithm)
ilustrasi GA untuk TSP
ETS: Project Membuat Aplikasi untuk Metaheuristik
Project Membuat Aplikasi untuk Metaheuristik
Minggu 9 - GA
GA-Slides
Minggu 10 - Swarm Intelligence
Tugas PSO Clustering
Swarm Intelligence: PSO slides
Swarm Intelligence Slides
MInggu 11 - Hybrid Population Based Metaheristic with ML
Hybrid Population Based - ML/NN Slides
Mini Poject - Population-based opmitization
Mini Poject - Kelompok
Multi-objective Optimization Problem (MOOP)
MOOP Slides Full
Evaluasi Akhir Semester (EAS)
Final Project Submission (PDF, PPT, Code - Optional)
Final Project Video Presentation & Forum
Minggu 15 - Quiz
Quiz: Multiobjective Optimization Problem
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Panduan Dosen
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[Video] Panduan Membuat Video Asinkronus dengan Power Point
Panduan Mahasiswa
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Metode Optimasi Metaheuristik (A)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 SAINS DATA
Semester Gasal 2025/2026
Metode Optimasi Metaheuristik (A)
Summary
Metode Optimasi Metaheuristik (A)
Teacher:
Irhamah
Teacher:
Neni Alya Firdausanti