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Optimization Algorithms in Machine Learning : A Meta-heuristics Perspective
Language: English
Published by Springer Nature Singapore, Springer Nature Singapore, 2025
ISBN 10: 9819638488 ISBN 13: 9789819638482
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry.
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Condition: new. Questo è un articolo print on demand.
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Optimization Algorithms in Machine Learning
Language: English
Published by Springer, Berlin, Springer Nature Singapore, Springer, 2025
ISBN 10: 9819638488 ISBN 13: 9789819638482
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry. 181 pp. Englisch.
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Buch. Condition: Neu. Optimization Algorithms in Machine Learning | A Meta-heuristics Perspective | Debashish Das (u. a.) | Buch | Engineering Optimization: Methods and Applications | xvii | Englisch | 2025 | Springer | EAN 9789819638482 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.
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Optimization Algorithms in Machine Learning
Language: English
Published by Springer, Springer Mai 2025, 2025
ISBN 10: 9819638488 ISBN 13: 9789819638482
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Challenges and opportunities in Machine Learning using optimization techniques.- Optimization methods: traditional versus stochastic.- Heuristic and meta-heuristic optimization algorithms.- A comprehensive review of evolutionary algorithms and swarm intelligence methods.- Artificial Neural Networks: structure and learning.- A survey of Neural Networks trained by optimization algorithms and meta-heuristics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 200 pp. Englisch.
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US$ 250.67
US$ 8.71 shipping
Ships from United Kingdom to U.S.A.Quantity: 4 available
Add to basketCondition: New. Print on Demand.
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Condition: New. PRINT ON DEMAND.
