Evolutionary Multi-Agent Systems From Inspirations to Applications /

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...

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Bibliographic Details
Main Authors: Byrski, Aleksander (Author), Kisiel-Dorohinicki, Marek (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edition:1st ed. 2017.
Series:Studies in Computational Intelligence, 680
Subjects:
Computational intelligence.
Artificial intelligence.
Algorithms.
Computational Intelligence.
Artificial Intelligence.
Online Access:Full-text access
Table of Contents:
  • 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.

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