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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...

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Detalles Bibliográficos
Autores principales: Byrski, Aleksander, Kisiel-Dorohinicki, Marek
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-51388-1
http://cds.cern.ch/record/2240639
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author Byrski, Aleksander
Kisiel-Dorohinicki, Marek
author_facet Byrski, Aleksander
Kisiel-Dorohinicki, Marek
author_sort Byrski, Aleksander
collection CERN
description 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.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
publisher Springer
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spelling cern-22406392021-04-21T19:23:22Zdoi:10.1007/978-3-319-51388-1http://cds.cern.ch/record/2240639engByrski, AleksanderKisiel-Dorohinicki, MarekEvolutionary multi-agent systems: from inspirations to applicationsEngineeringThis 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.Springeroai:cds.cern.ch:22406392017
spellingShingle Engineering
Byrski, Aleksander
Kisiel-Dorohinicki, Marek
Evolutionary multi-agent systems: from inspirations to applications
title Evolutionary multi-agent systems: from inspirations to applications
title_full Evolutionary multi-agent systems: from inspirations to applications
title_fullStr Evolutionary multi-agent systems: from inspirations to applications
title_full_unstemmed Evolutionary multi-agent systems: from inspirations to applications
title_short Evolutionary multi-agent systems: from inspirations to applications
title_sort evolutionary multi-agent systems: from inspirations to applications
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-51388-1
http://cds.cern.ch/record/2240639
work_keys_str_mv AT byrskialeksander evolutionarymultiagentsystemsfrominspirationstoapplications
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