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Biomimicry for Optimization, Control, and Automation 8407

Biomimicry for Optimization, Control, and Automation

Written for graduate students and researchers, this text discusses how mimicry of biological systems can be used to solve optimization, control, and automation problems encountered in the construction of high technology systems. Topics covered include neural network substrates for control instincts, rule-based control, planning systems, gradient methods, and genetic algorithms. The Neural Network Toolbox is briefly introduced and used to solve examples on the gradient training of neural networks.

Companion software available Companion Software: A set of MATLAB M-files is available. Retrieve Companion Software

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About This Book

Kevin M. Passino, Ohio State University

Springer, 2005

ISBN: 1-85233-804-0
Language: English