Optimization Algorithms in Machine Learning
Optimization Algorithms in Machine Learning: A Meta-heuristics Perspective
English | 2025 | ISBN: 9819638488 | 198 Pages | PDF EPUB (True) | 29 MB
English | 2025 | ISBN: 9819638488 | 198 Pages | PDF EPUB (True) | 29 MB
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.