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)
Format: eBook
Language: English
Published: Cham : Springer, 2017.
Series: Studies in computational intelligence ; v. 680.
Subjects:
Multiagent systems.
Engineering.
Algorithms.
Artificial intelligence.
Computational intelligence.
elektronické knihy
electronic books
ISBN: 9783319513881
9783319513874
Physical Description: 1 online resource (xiv, 210 pages) : illustrations

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Table of contents

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100 1 |a Byrski, Aleksander,  |e author. 
245 1 0 |a Evolutionary multi-agent systems :  |b from inspirations to applications /  |c Aleksander Byrski, Marek Kisiel-Dorohinicki. 
264 1 |a Cham :  |b Springer,  |c 2017. 
300 |a 1 online resource (xiv, 210 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Studies in computational intelligence,  |x 1860-949X ;  |v v. 680 
505 0 |a 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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a 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. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Multiagent systems. 
650 0 |a Engineering. 
650 0 |a Algorithms. 
650 0 |a Artificial intelligence. 
650 0 |a Computational intelligence. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Kisiel-Dorohinicki, Marek,  |e author. 
776 0 8 |i Printed edition:  |z 9783319513874 
830 0 |a Studies in computational intelligence ;  |v v. 680.  |x 1860-949X 
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