Soft Computing Techniques & Application (EE-703(B))-Electrical Engineering (VII) | RGPV

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• Syllabus

• Syllabus - Soft Computing Techniques & Application (EE-703(B))

• Review of probability theory

• Random variable
• Generation of random digit
• Sampling distributions

• Evolution of ANN

• Artificial neurons activation functions
• RBF and FLN network

• Draw back of classical optimization techniques

• Genetic algorithm

• Evolution strategies(ES)

• Two members non-recombinative ES
• Optimization based on swarm intelligence particle

• Application of soft computing techniques to problem of electrical engg.

• Economic dispatch