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GENETIC ALGORITHM (CS-1741) UNIT 1: Basics of Optimization, Optimization Problems, Point to Point Algorithms, Simulated Annealing 3(L) UNIT 2: Population Based Algorithms, Brief Overview of Evolutionary Computation, Genetic Algorithms (Theory and Advanced Operators), Genetic Representation, search operators, selection schemes and selection pressure. 7(L) UNIT 3: Operators on Real-valued Representations, Niche and fitness sharing, Particle Swarm Optimization, Mimetic Algorithms 7(L) UNIT 4: Evolution Strategies, Genetic Programming, Evolutionary Programming, Differential Evolution 6(L) UNIT 5: Constraint handling in optimization problems, Real Life application of optimization Algorithms, Introduction of Multi-objective Evolutionary Algorithms 7(L) Text/Reference Books: -Objective Optimization Using Evolutionary Algorithms by K.Deb wicz (eds.)