Dual phase evolution [electronic resource] / David G. Green, Jing Liu, Hussein A. Abbass.
2014
QC175.16.P5
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Details
Title
Dual phase evolution [electronic resource] / David G. Green, Jing Liu, Hussein A. Abbass.
ISBN
9781441984234 electronic book
1441984232 electronic book
9781441984227
1441984232 electronic book
9781441984227
Published
New York : Springer, 2014.
Language
English
Description
1 online resource (xxvi, 196 pages) : illustrations.
Item Number
10.1007/978-1-4419-8423-4 doi
Call Number
QC175.16.P5
Dewey Decimal Classification
530.474
Summary
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).
Note
Includes index.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Abbass, Hussein A., author.
Liu, Jing, 1977-, author.
Liu, Jing, 1977-, author.
Available in Other Form
Dual phase evolution
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Table of Contents
Dual Phase Evolution
Network Theory
Problem Solving and Evolutionary Computation
DPE for Network Generation
DPE Networks and Evolutionary Dynamics
DPE for Problem Solving
Conclusion and Future Work.
Network Theory
Problem Solving and Evolutionary Computation
DPE for Network Generation
DPE Networks and Evolutionary Dynamics
DPE for Problem Solving
Conclusion and Future Work.