Description: Genetic Algorithms in Engineering Systems, Hardcover by Zalzala, A. M. S. (EDT); Fleming, P. J. (EDT), ISBN 0852969023, ISBN-13 9780852969021, Brand New, Free shipping in the US Nineteen contributors from academia and industry overview the fundamentals of genetic algorithms, a stochastic global search model of biological evolution; contrast GAs with more traditional computer search and optimization methods, and with multiobjective genetic algorithms (MOGAs); discuss new theories regarding constraint resolutions, neural networks, chaotic systems identification, and levels of evolution for control systems; and present engineering/manufacturing applications (. aerodynamic wing design, gas turbine engine control, genetic design of VLSI layouts, job shop scheduling, robotics, and signal processing). SAMUEL, a machine learning program, embodies some of the parameters considered. Annotation c. by Book News, Inc., Portland, Or.
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Book Title: Genetic Algorithms in Engineering Systems
Author: Zalzala, A. M. S. (EDT); Fleming, P. J. (EDT)
Language: english
