Multimodal Optimization by Means of Evolutionary Algorithms (Paperback, Softcover reprint of the original 1st ed. 2015)

This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with its root in topics such as niching, parallel evolutionary algorithms, and global optimization. The author explains niching in evolutionary algorithms and its benefits; he examines their suitability for use as diagnostic tools for experimental analysis, especially for detecting problem (type) properties; and he measures and compares the performances of niching and canonical EAs using different benchmark test problem sets. His work consolidates the recent successes in this domain, presenting and explaining use cases, algorithms, and performance measures, with a focus throughout on the goals of the optimization processes and a deep understanding of the algorithms used. The book will be useful for researchers and practitioners in the area of computational intelligence, particularly those engaged with heuristic search, multimodal optimization, evolutionary computing, and experimental analysis.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Natural Computing Series
Release date:	March 2019
First published:	2015
Authors:	Mike Preuss
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	189
Edition:	Softcover reprint of the original 1st ed. 2015
ISBN-13:	978-3-319-79156-2
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Science & Mathematics > Mathematics > Optimization > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-319-79156-7
Barcode:	9783319791562

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