Learning and Intelligent Optimization

TRAMA

This book constitutes the thoroughly refereed pChania, Crete, Greece, in May 2019. The 38 full papers presented have been carefully reviewed and selected from 52 submissions. The papers focus on advancedresearch developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence and describe advanced ideas, technologies, methods, and applications in optimization and machine learning.

SOMMARIO

Machine learning.- Artificial Intelligence.- Machine learning approaches.- Bio-inspired optimization.- Optimization with randomized search heuristics.- Evolutionary algorithms.- Continuous optimization.- Mathematical optimization.- Routing and network design problems.- Supervised learning.- Unsupervised learning.- Reinforcement learning.- Planning and scheduling.- Distributed artificial intelligence.- Multi-agent systems.- Intelligent agents.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783030386283
• Collana: Lecture Notes in Computer Science
• Dimensioni: 235 x 155 mm Ø 635 gr
• Formato: Brossura
• Illustration Notes: XIII, 400 p. 98 illus., 49 illus. in color.
• Pagine Arabe: 400
• Pagine Romane: xiii