Evolutionary Multi-Agent Systems From Inspirations to Applications /

• Κύριοι συγγραφείς: Byrski, Aleksander (Συγγραφέας), Kisiel-Dorohinicki, Marek (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 680
• Θέματα: Engineering.; Algorithms.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.

This book addresses agent-based computing, concentrating in particular on evolutionary multi-agent systems (EMAS), which have been developed since 1996 at the AGH University of Science and Technology in Cracow, Poland. It provides the relevant background information on and a detailed description of...

Πίνακας περιεχομένων:

• Preface
• Part I Concept and formal model: Contemporary methods of computational intelligence
• Agent-based computing
• Formal aspects of agent-based metaheuristics
• Part II Design and implementation: Agent-based and component inspirations
• Implementation aspects of agent-based computing systems
• AgE Computing Environment
• Part III Experimental results: EMAS in optimization problems
• Tuning of EMAS parameters
• Final remarks
• References.