From the reviews: "The focus of this very interesting book is on evolutionary heuristic algorithms and in particular those evolutionary algorithms that are 'spatially structured' which exhibit slightly different properties than standard evolutionary algorithms. The book starts with a very useful introduction on graphs and cellular models, where most of the terminology is laid out. ... The book concludes with a detailed list of references and an index." (Efstratios Rappos, Zentralblatt MATH, Vol. 1089 (15), 2006) "The strong points of the book is that it provides many variations in the structure of any EA, thus offering numerous options to consider when implementing an EA. This is very useful for anyone using EAs in practice. The book also contains a wealth of empirical data comparing the performance of these many variations ... . The book is quite comprehensive and contains a wealth of very valuable information for any EA practitioner. The references are also very nice and varied." (Franklin A. Mendivil, Mathematical Reviews, Issue 2007 k)

Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research.

Uses graph concepts as a unifying theme to express the state of the art in spatially structured evolutionary algorithms Includes new material on non-standard networked population structures such as small-world networks This is the first book devoted to spatial and temporal aspects of genetic algorithms Useful to a broad readership of students and researchers in fields involving the topological structures of populations and their evolution Includes supplementary material: sn.pub/extras
Les mer
GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
Les mer

Produktdetaljer

ISBN
9783642063398
Publisert
2010-10-21
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
13

Forfatter