Optimization Algorithms in Machine Learning
A Meta-heuristics Perspective
Springer Nature Singapore
ISBN 9789819638499
Standardpreis
Bibliografische Daten
eBook. PDF. Weiches DRM (Wasserzeichen)
2025
XVII, 181 p. 45 illus., 10 illus. in color..
In englischer Sprache
Umfang: 181 S.
Verlag: Springer Nature Singapore
ISBN: 9789819638499
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Engineering Optimization: Methods and Applications
Produktbeschreibung
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.
Autorinnen und Autoren
Produktsicherheit
Hersteller
Libri GmbH
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