Evolutionary Multi-Agent Systems
From Inspirations to Applications
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ISBN-13:
9783319513874
Veröffentl:
2017
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
02.01.2017
Seiten:
224
Autor:
Marek Kisiel-Dorohinicki
Gewicht:
506 g
Format:
241x160x18 mm
Serie:
680, Studies in Computational Intelligence
Sprache:
Englisch
Beschreibung:
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.
Includes a full formal analysis of evolutionary multi-agent systems (EMAS)
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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