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Dual phase evolution

This book explains how dual phase evolution operates in all these settings and provides a detailed treatment of the subject. The authors discuss the theoretical foundations for the theory, how it relates to other phase transition phenomena and its advantages in evolutionary computation and complex a...

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Detalles Bibliográficos
Autores principales: Green, David G, Liu, Jing, Abbass, Hussein A
Lenguaje:eng
Publicado: Springer 2014
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-1-4419-8423-4
http://cds.cern.ch/record/1635077
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author Green, David G
Liu, Jing
Abbass, Hussein A
author_facet Green, David G
Liu, Jing
Abbass, Hussein A
author_sort Green, David G
collection CERN
description This book explains how dual phase evolution operates in all these settings and provides a detailed treatment of the subject. The authors discuss the theoretical foundations for the theory, how it relates to other phase transition phenomena and its advantages in evolutionary computation and complex adaptive systems. The book provides methods and techniques to use this concept for problem solving. Dual phase evolution concerns systems that evolve via repeated phase shifts in the connectivity of their elements. It occurs in vast range of settings, including natural systems (species evolution, landscape ecology, geomorphology), socio-economic systems (social networks) and in artificial systems (annealing, evolutionary computing).
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publishDate 2014
publisher Springer
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spelling cern-16350772021-04-21T21:30:21Zdoi:10.1007/978-1-4419-8423-4http://cds.cern.ch/record/1635077engGreen, David GLiu, JingAbbass, Hussein ADual phase evolutionEngineeringThis book explains how dual phase evolution operates in all these settings and provides a detailed treatment of the subject. The authors discuss the theoretical foundations for the theory, how it relates to other phase transition phenomena and its advantages in evolutionary computation and complex adaptive systems. The book provides methods and techniques to use this concept for problem solving. Dual phase evolution concerns systems that evolve via repeated phase shifts in the connectivity of their elements. It occurs in vast range of settings, including natural systems (species evolution, landscape ecology, geomorphology), socio-economic systems (social networks) and in artificial systems (annealing, evolutionary computing).Springeroai:cds.cern.ch:16350772014
spellingShingle Engineering
Green, David G
Liu, Jing
Abbass, Hussein A
Dual phase evolution
title Dual phase evolution
title_full Dual phase evolution
title_fullStr Dual phase evolution
title_full_unstemmed Dual phase evolution
title_short Dual phase evolution
title_sort dual phase evolution
topic Engineering
url https://dx.doi.org/10.1007/978-1-4419-8423-4
http://cds.cern.ch/record/1635077
work_keys_str_mv AT greendavidg dualphaseevolution
AT liujing dualphaseevolution
AT abbasshusseina dualphaseevolution