Dual Phase Evolution: From Theory to Practice - Hardcover

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

Hardcover

ISBN 10: 1441984224 ISBN 13: 9781441984227

Verlag: Springer, 2013

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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Über die Autorin bzw. den Autor

About the author David Green is Professor of Information Technology at Monash University. He is internationally well-known for his research on complexity, especially the fundamental role played by networks. In the course of thirty-five years of research he has investigated the problems posed by complexity in fields as diverse as forest ecology, proteins and social networks. An early pioneer of the World Wide Web as a distributed information resource, he also contributed to national and international efforts to create comprehensive information resources about the world's biodiversity and environments. His other recent books include Complexity in Landscape Ecology and Dual Phase Evolution. Competitive literature Understanding social complexity is a huge challenge. The past decade has seen a host of books that begin to tackle the problem, each tackling some aspect of the problem. Examples include: The Tipping Point (Gladwell); Black Swans (Talleb); The Singularity Is Near (Kurzweil); The Wisdom of Crowds (Surowiecki); A Short History of Progress (Wright); Faster (Gleick) and Critical Mass (Ball). Each of these books deals with slices of the problem. Of Ants and Men shows how all of these issues fits into the emerging bigger picture of social complexity.

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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).

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2013
• Sprache: Englisch
• ISBN 10: 1441984224
• ISBN 13: 9781441984227
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 222
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar