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Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach

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Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach - Das Sharma, Kaushik, and Chatterjee, Amitava, and Rakshit, Anjan
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This book discusses systematic designs of stable adaptive fuzzy logic controllers employing hybridizations of Lyapunov strategy-based approaches/H theory-based approaches and contemporary stochastic optimization techniques. The text demonstrates how candidate stochastic optimization techniques like Particle swarm optimization (PSO), harmony search (HS) algorithms, covariance matrix adaptation (CMA) etc. can be utilized in conjunction with the Lyapunov theory/H theory to develop such hybrid control strategies. The goal ...

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Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach 2018, Springer, Singapore

ISBN-13: 9789811312977

2018 edition

Hardcover

Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach 2018, Springer, Singapore

ISBN-13: 9789811346033

Trade paperback