Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach

by Kaushik Das Sharma, Anjan Rakshit, Amitava Chatterjee

Book Overview

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...

• Format: Hardcover
• Language: English
• ISBN: 9811312974
• ISBN13: 9789811312977
• Release Date: September 2018
• Publisher: Springer
• Length: 302 Pages
• Weight: 1.38 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"