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Multimodal Optimization by Means of Evolutionary Algorithms (Hardcover, 1st ed. 2015) Loot Price: R1,326
Discovery Miles 13 260
You Save: R2,181 (62%)
Multimodal Optimization by Means of Evolutionary Algorithms (Hardcover, 1st ed. 2015): Mike Preuss

Multimodal Optimization by Means of Evolutionary Algorithms (Hardcover, 1st ed. 2015)

Mike Preuss

Series: Natural Computing Series

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List price R3,507 Loot Price R1,326 Discovery Miles 13 260 | Repayment Terms: R124 pm x 12* You Save R2,181 (62%)

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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: December 2015
First published: 2016
Authors: Mike Preuss
Dimensions: 235 x 155 x 17mm (L x W x T)
Format: Hardcover
Pages: 189
Edition: 1st ed. 2015
ISBN-13: 978-3-319-07406-1
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: 3-319-07406-7
Barcode: 9783319074061

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