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Книга Multimodal Optimization by Means of Evolutionary Algorithms Mike Preuss

Multimodal Optimization by Means of Evolutionary Algorithms

Автор: Mike Preuss
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 5-8 дни
105.11 € 205.57 лв
This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with...

Информация за книгата

Автор
Mike Preuss
Език
Английски език
Корици
Книга - С меки корици
Издадена
2019
страници
189
EAN
9783319791562
Enbook ID
21072375
Издател
Springer International Publishing AG
Теглоt
332
Размери
155 x 235 x 12

Пълно описание

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.

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