Dual Phase Evolution

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.

List 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.

Summary

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.

Product details

• Authors: Hussein Abbass, Hussein A Abbass, Hussein A. Abbass, David Green, David G Green, David G. Green, Jin Liu, Jing Liu
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2016
• EAN: 9781493941827
• ISBN: 978-1-4939-4182-7
• No. of pages: 196
• Dimensions: 155 mm x 12 mm x 235 mm
• Weight: 347 g
• Illustrations: XXVI, 196 p. 69 illus., 15 illus. in color.
• Subjects: Guides > Hobby, home; Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, computer hardware, engineering, complexity, Mathematical and Computational Engineering, Engineering mathematics, Applied mathematics, Mathematical and Computational Engineering Applications, Computer Engineering and Networks, Computer Systems Organization and Communication Networks, Computer organization, Cybernetics & systems theory, Computer networking & communications, Applied Dynamical Systems, Computational complexity, Cybernetics and systems theory