Optimization Algorithms in Machine Learning

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. 

• Erscheinungsdatum: 20.05.2025
• Autor/Autorin: Debashish Das,Ali Safaa Sadiq,Seyedali Mirjalili
• Reihe: Intelligent Technologies and Robotics (R0)
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 20.4 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 181 Seiten
• ISBN: 9789819638499
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.