Parameter Setting in Evolutionary Algorithms Studies in Computational Intelligence

Name: Parameter Setting in Evolutionary Algorithms Studies in Computational Intelligence
Brand: Springer
SKU: 21742854
Price: 5181.00 ZAR
Availability: InStock

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One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, sel... Read more

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Features

Format	Hardcover
ISBN	9783540694311
Publisher	Springer
Manufacturer	Springer

Description

This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications.

It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods.

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