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CRC Press Evolutionary Computation (International Series on Computational Intelligence)

Name: Evolutionary Computation (International Series on Computational Intelligence)
Brand: CRC Press

Architecture & Microprocessors

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Rapid advances in evolutionary computation have opened up a world of applications-a world rapidly growing and evolving. Decision making, neural networks, pattern recognition, complex optimization/search tasks, scheduling, control, automated programming, and cellular automata applications all rely on evolutionary computation. Evolutionary Computation presents the basic principles of evolutionary computing: genetic algorithms, evolution strategies, evolutionary programming, genetic programming, learning classifier systems, population models, and applications. It includes detailed coverage of binary and real encoding, including selection, crossover, and mutation, and discusses the (m+l) and (m,l) evolution strategy principles. The focus then shifts to applications: decision strategy selection, training and design of neural networks, several approaches to pattern recognition, cellular automata, applications of genetic programming, and more.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 0849305888
Category: Books > Subjects > Computing & Internet > Computer Science > Architecture & Microprocessors
Domain: Amazon UK
Release Date: 22 June 2000
Listed Since: 17 February 2007

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CRC Press Evolutionary Computation (International Series on Computational Intelligence)

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