Dual Phase Evolution - Softcover

Green, David G. G.; Liu, Jing; Abbass, Hussein A.

 
9781493941827: Dual Phase Evolution

Inhaltsangabe

The aim of the book is to lay out the foundations and provide a detailed treatment of the subject. It will focus on two main elements in dual phase evolution: the relationship between dual phase evolution and other phase transition phenomena and the advantages of dual phase evolution in evolutionary computation and complex adaptive systems. The book will provide a coherent picture of dual phase evolution that encompasses these two elements and frameworks, methods and techniques to use this concept for problem solving.

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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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Weitere beliebte Ausgaben desselben Titels

9781441984227: Dual Phase Evolution: From Theory to Practice

Vorgestellte Ausgabe

ISBN 10:  1441984224 ISBN 13:  9781441984227
Verlag: Springer, 2013
Hardcover