Spatially Structured Evolutionary Algorithms

Name: Spatially Structured Evolutionary Algorithms
Brand: Springer, Berlin
SKU: 9783540241935
Price: 20499 HUF
Availability: InStock

Artificial Evolution in Space and Time

Szerző: Marco Tomassini

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten alacsony példányszámban

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Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found it...

Információk a könyvről

Szerző

Marco Tomassini

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2005

oldal

193

EAN

9783540241935

ISBN

3540241930

Enbook ID

01560197

Kiadó

Springer, Berlin

Súly

430

Méretek

156 x 234 x 12

Teljes leírás

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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Spatially Structured Evolutionary Algorithms

Artificial Evolution in Space and Time

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Teljes leírás

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Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták