Optimization Algorithms in Machine Learning E-Book

Debashish Das

• Herausgeber: Springer Nature Singapore
• Kategorie: Wissenschaft und neue Technologien
• Serie: Engineering Optimization: Methods and Applications
• Sprache: Englisch

Veröffentlichungsjahr: 2025

Beschreibung

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.