Optimization Algorithms in Machine Learning

ISBN-13: 9789819638482 / Angielski / Twarda / 2025 / 181 str.

Debashish Das; Ali Safaa Sadiq; Seyedali Mirjalili

Opis

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.