Week - 1 |
Principles of Evolutionary Computation (EC) |
Week - 2 |
Genetic Algorithms (GA): Fundamentals and representation-I |
Week - 3 |
Genetic Algorithms (GA): Fundamentals and representation-II |
Week - 4 |
GA as a global optimisation algorithm |
Week - 5 |
Theoretical foundations of GA and Schemata Theory |
Week - 6 |
GA applications in continuous optimisation problems |
Week - 7 |
GA applications in constrained continuous optimisation problems |
Week - 8 |
GA in combinatorial optimisation problems – I |
Week - 9 |
GA in combinatorial optimisation problems – II |
Week - 10 |
GA in combinatorial optimisation problems – III |
Week - 11 |
GA in multiobjective optimisation problems |
Week - 12 |
GA implementations |
Week - 13 |
Fine tuning in GA implementations |
Week - 14 |
Term project presentations and discussion |