Parameter Setting in Evolutionary Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Zbigniew Michalewicz 作者

Springer

譯者

2007-4-19 出版日期

330 頁數

USD 219.00 價格

Hardcover

叢書系列

9783540694311 圖書編碼

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發表於2025-01-09

Parameter Setting in Evolutionary Algorithms 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Parameter Setting in Evolutionary Algorithms 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Parameter Setting in Evolutionary Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Parameter Setting in Evolutionary Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Parameter Setting in Evolutionary Algorithms 在線電子書圖書描述

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, selection rate, operator probabilities, not to mention the representation and the operators themselves. 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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