Optimization Algorithms in Machine Learning: A Meta-Heuristics Perspective

By Debashish Das, Ali Safaa Sadiq, Seyedali Mirjalili

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.

• Format: Hardcover
• Language: English
• ISBN: 9819638488
• ISBN13: 9789819638482
• Release Date: May 2025
• Publisher: Springer
• Length: 181 Pages
• Weight: 1.05 lbs.
• Dimensions: 1.0" x 6.5" x 9.3"