Optimization Algorithms in Machine Learning

A Meta-heuristics Perspective

von Debashish Das, Ali Safaa Sadiq, Seyedali Mirjalili

181 Seiten, Hardcover

Kurzbeschreibung des Verlags

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. 

• Reihe: Engineering Optimization: Methods and Applications
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9789819638482
• Sprache: Englisch
• Erscheinungsdatum: 21.05.2025
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore