Kniha Spatially Structured Evolutionary Algorithms Marco Tomassini

Spatially Structured Evolutionary Algorithms

Artificial Evolution in Space and Time

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
54.01
Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found it...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2005
Stránok
193
EAN
9783540241935
ISBN
3540241930
Enbook ID
01560197
Vydavateľ
Hmotnosť
430
Rozmery
156 x 234 x 12

Kompletný popis

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. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.§The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

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