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.
• Φυσική περιγραφή: XIV, 210 p. 77 illus. online resource.
• ISBN: 9783319513881
• ISSN: 1860-949X ;

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 this computing paradigm, along with key experimental results. Readers will benefit from the insightful discussion, which primarily concerns the efficient implementation of computing frameworks for developing EMAS and similar computing systems, as well as a detailed formal model. Theoretical deliberations demonstrating that computing with EMAS always helps to find the optimal solution are also included, rounding out the coverage.