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Optimization Algorithms in Machine Learning

Optimization Algorithms in Machine Learning A Meta-Heuristics Perspective - Engineering Optimization

Hardback (21 May 2025)

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Publisher's Synopsis

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. 

Book information

ISBN: 9789819638482
Publisher: Springer Nature Singapore
Imprint: Springer
Pub date:
DEWEY: 519.6
DEWEY edition: 23
Language: English
Number of pages: 181
Weight: -1g
Height: 235mm
Width: 155mm