Introduction to Evolutionary Algorithms

Evolutionary algorithms (EAs) are becoming increasingly attractive for researchers from various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science, economics, etc. This book presents an insightful, comprehensive, and up-to-date...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Xinjie, Gen, Mitsuo
Lenguaje:eng
Publicado: Springer 2010
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/1412661
_version_ 1780923907349413888
author Yu, Xinjie
Gen, Mitsuo
author_facet Yu, Xinjie
Gen, Mitsuo
author_sort Yu, Xinjie
collection CERN
description Evolutionary algorithms (EAs) are becoming increasingly attractive for researchers from various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science, economics, etc. This book presents an insightful, comprehensive, and up-to-date treatment of EAs, such as genetic algorithms, differential evolution, evolution strategy, constraint optimization, multimodal optimization, multiobjective optimization, combinatorial optimization, evolvable hardware, estimation of distribution algorithms, ant colony optimization, particle swarm opti
id cern-1412661
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
publisher Springer
record_format invenio
spelling cern-14126612021-04-22T00:44:34Zhttp://cds.cern.ch/record/1412661engYu, XinjieGen, MitsuoIntroduction to Evolutionary AlgorithmsComputing and ComputersEvolutionary algorithms (EAs) are becoming increasingly attractive for researchers from various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science, economics, etc. This book presents an insightful, comprehensive, and up-to-date treatment of EAs, such as genetic algorithms, differential evolution, evolution strategy, constraint optimization, multimodal optimization, multiobjective optimization, combinatorial optimization, evolvable hardware, estimation of distribution algorithms, ant colony optimization, particle swarm optiSpringeroai:cds.cern.ch:14126612010
spellingShingle Computing and Computers
Yu, Xinjie
Gen, Mitsuo
Introduction to Evolutionary Algorithms
title Introduction to Evolutionary Algorithms
title_full Introduction to Evolutionary Algorithms
title_fullStr Introduction to Evolutionary Algorithms
title_full_unstemmed Introduction to Evolutionary Algorithms
title_short Introduction to Evolutionary Algorithms
title_sort introduction to evolutionary algorithms
topic Computing and Computers
url http://cds.cern.ch/record/1412661
work_keys_str_mv AT yuxinjie introductiontoevolutionaryalgorithms
AT genmitsuo introductiontoevolutionaryalgorithms

Ejemplares similares