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