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Studies in Computational Intelligence #22: Parallel Evolutionary Computations

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Studies in Computational Intelligence #22: Parallel Evolutionary Computations Cover

 

Synopses & Reviews

Publisher Comments:

"Parallel Evolutionary Computation" focuses on the aspects related to the parallelization of evolutionary computations, such as parallel genetic operators, parallel fitness evaluation, distributed genetic algorithms, and parallel hardware implementations, as well as on their impact on several applications. The book is divided into four parts. The first part deals with a clear software-like and algorithmic vision on parallel evolutionary optimizations. The second part is about hardware implementations of genetic algorithms, a valuable topic which is hard to find in the present literature. The third part treats the problem of distributed evolutionary computation and presents three interesting applications wherein parallel EC new ideas are featured. Finally, the last part deals with the up-to-date field of parallel particle swarm optimization to illustrate the intrinsic similarities and potential extensions to techniques in this domain. The book offers a wide spectrum of sample works developed in leading research throughout the world about parallel implementations of efficient techniques at the heart of computational intelligence. It will be useful both for beginners and experienced researchers in the field of computational intelligence.

Synopsis:

This book focuses on the aspects related to the parallelization of evolutionary computations, such as parallel genetic operators, parallel fitness evaluation, distributed genetic algorithms, and parallel hardware implementations, as well as on their impact on several applications. It offers a wide spectrum of sample works developed in leading research about parallel implementations of efficient techniques at the heart of computational intelligence.

Table of Contents

Parallel Evolutionary Optimization.- Parallel Hardware for Genetic Algorithms.- Distributed Evolutionary Computation.- Parallel Swarm Particle Optimization.

Product Details

ISBN:
9783540328377
Author:
Nedjah, Nadia
Publisher:
Springer
Editor:
Macedo Mourelle, Luiza de
Editor:
Alba, Enrique
Author:
Alba, Enrique
Subject:
Parallel processing (Electronic computers)
Subject:
Evolutionary computation.
Subject:
Applied
Subject:
Intelligence (AI) & Semantics
Subject:
Evolutionary Computations
Subject:
Appl.Mathematics/Computational Methods of Engineering
Subject:
Artificial Intelligence (incl. Robotics) <P>Recent advances in evolutionary computations</P>
Subject:
Mathematics-Applied
Subject:
Artificial Intelligence (incl. Robotics)
Copyright:
Edition Description:
Book
Series:
Studies in Computational Intelligence
Series Volume:
22
Publication Date:
20060614
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
224
Dimensions:
235 x 155 mm 1100 gr

Related Subjects

Computers and Internet » Artificial Intelligence » Artificial Life
Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
History and Social Science » Economics » General
Science and Mathematics » Mathematics » Applied

Studies in Computational Intelligence #22: Parallel Evolutionary Computations New Hardcover
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Product details 224 pages Springer - English 9783540328377 Reviews:
"Synopsis" by , This book focuses on the aspects related to the parallelization of evolutionary computations, such as parallel genetic operators, parallel fitness evaluation, distributed genetic algorithms, and parallel hardware implementations, as well as on their impact on several applications. It offers a wide spectrum of sample works developed in leading research about parallel implementations of efficient techniques at the heart of computational intelligence.
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