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CLL785

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CLL785
Evolutionary Optimization
Credits 3
Structure 3-0-0
Pre-requisites CLL222
Overlaps MTL720

CLL785 : Evolutionary Optimization

Traditional vs. nontraditional optimization techniques. Population based search algorithms. Evolutionary strategies. Simulated annealing. Genetic algorithms. Differential evolution. Different strategies of differential evolution. Memetic algorithms. Scatter, Tabu search. Ant-colony optimization. Particle swarm optimization. Self-organizing migrating algorithm. Neural networks. Quantum computing. DNA computing. Multi-objective optimization. Industrial applications.