Metaheuristics for Machine Learning

Language: English

Published by Springer Nature Singapore, Springer Nature Singapore Mär 2023, 2023

9811938873 / 9789811938870

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This item is printed on demand - it takes 3-4 days longer - Neuware -Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book investigates different ways of integrating metaheuristics into machine learning techniques, from both theoretical and practical standpoints. It explores how metaheuristics can be adapted in order to enhance machine learning tools and presents an overview of the main metaheuristic programming methods. Moreover, real-world applications are provided for illustration, e.g., in clustering, big data, machine health monitoring, underwater sonar targets, and banking. 240 pp. Englisch.

Seller Inventory # 9789811938870

Title
Metaheuristics for Machine Learning
Author
Mansour Eddaly
Publisher
Springer Nature Singapore, Springer Nature Singapore Mär 2023
Publication year
2023
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9811938873
ISBN 13
9789811938870
Item weight
530 grams
Dimensions
241x160x19 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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Item5 to 15 business days5 to 15 business days
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BuchWeltWeit Ludwig Meier e.K.

Germany