Symbiogenetic Evolutionary Algorithms

Name: Symbiogenetic Evolutionary Algorithms
Brand: VDM Verlag
SKU: 9783639254440
Price: 61.15 EUR
Availability: InStock

A Solution for Linkage Problem and Search Space Management using Partially Specified Genomes and Selection and Evaluation at Group Level

Автор: Ramin Halavati

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Налично при издателя, по поръчка

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61.15 € 119.60 лв

Evolutionary algorithms are a widespread theme in artificial intelligence. Inspired from Darwin s th...

Информация за книгата

Автор

Ramin Halavati

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

128

EAN

9783639254440

ISBN

3639254449

Enbook ID

06832907

Издател

VDM Verlag

Теглоt

200

Размери

152 x 229 x 8

Пълно описание

Evolutionary algorithms are a widespread theme in artificial intelligence. Inspired from Darwin s theory of evolution, these algorithms are based on small variations in the genetic code of a population of organisms along with survival of the fittest. While being a very successful approach, there are some problems that must be dealt with during the design stage of these algorithms such as genome design and building blocks management. To overcome these problems, this book proposes algorithms based on the rather newer theory of Symbiogenesis. This theory presents cooperation as the main force of evolution and knows the accumulation of random changes in genetic code of the organisms insufficient for the evolution of life. Along with the general idea of a Symbiogenetic Evolutionary Algorithm, implementations on different tasks including function optimization, data mining, and artificial immune systems are presented and it is shown that the new algorithm has an easy design stage and requires less run time in compare to the rival algorithms. The book is recommended to artificial intelligence practitioners working on evolutionary algorithms, data mining, optimization, and machine learning.

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Symbiogenetic Evolutionary Algorithms

A Solution for Linkage Problem and Search Space Management using Partially Specified Genomes and Selection and Evaluation at Group Level

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също