Symbiogenetic Evolutionary Algorithms

Name: Symbiogenetic Evolutionary Algorithms
Brand: VDM Verlag
SKU: 9783639254440
Price: 20667 HUF
Availability: InStock

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

Szerző: Ramin Halavati

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

20 667 Ft

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

Információk a könyvről

Szerző

Ramin Halavati

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

128

EAN

9783639254440

ISBN

3639254449

Enbook ID

06832907

Kiadó

VDM Verlag

Súly

200

Méretek

152 x 229 x 8

Teljes leírás

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.

Érdekelheti

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

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Symbiogenetic Evolutionary Algorithms

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

Információk a könyvről

Teljes leírás

Érdekelheti

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