Week - 1 |
Necessity of Metaheuristic Optimization - Fundamentals, Models, Exact Solution Methods |
Week - 2 |
Introduction to the Metaheuristic Optimization: NP hard models,necessity, fundamentals |
Week - 3 |
Hill Climbing Algorithm |
Week - 4 |
Single-Solution Based Metaheuristics |
Week - 5 |
Simulated annealing algorithm |
Week - 6 |
Single-Solution Based Metaheuristics Applications |
Week - 7 |
Tabu search algorithm |
Week - 8 |
Implementation of single-solution based algorithms and Industrial engineering applications |
Week - 9 |
Evolutionary Algorithms - Fundamentals, |
Week - 10 |
Genetic Algorithms |
Week - 11 |
Application of Evolutionary Algorithms |
Week - 12 |
Ant colony algorithms |
Week - 13 |
Bee colony algorithms |
Week - 14 |
Implementation of algorithms and Industrial engineering applications |