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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... Celý popis

Instituce: Tomas Bata University
Hlavní autor: Byrski, Aleksander,
Další autoři: Kisiel-Dorohinicki, Marek,
Médium: E-kniha
Jazyk: English
Vydáno: Cham : Springer, 2017
Edice: Studies in computational intelligence ; v. 680.
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Obsah:
  • 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.