Improved Cuckoo Search (ICS) algorthm for constrained optimization problems

Detalhes bibliográficos
Autor(a) principal: Bulatović,Radovan R.
Data de Publicação: 2014
Outros Autores: Bošković,Goran, Savković,Mile M., Gašić,Milomir M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Latin American journal of solids and structures (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252014000800004
Resumo: Constrained optimization is very important issue in engineering design. The problem of constrained optimization contains the objective function with linear and nonlinear constraint equations. In this paper the Improved Cuckoo Search (ICS) algorithm has been applied for solving problems of constrained engineering optimization, which gives better solutions than the standard CS algorithm and the other optimization algorithms used in solving engineering problems from the literature. In the proposed ICS algorithm, dynamic change of parameters of probability and step size is introduced, which are constant in the standard algorithm.
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spelling Improved Cuckoo Search (ICS) algorthm for constrained optimization problemsImproved Cuckoo Search algorithmengineeringglobal optimizationdynamic change of parametersConstrained optimization is very important issue in engineering design. The problem of constrained optimization contains the objective function with linear and nonlinear constraint equations. In this paper the Improved Cuckoo Search (ICS) algorithm has been applied for solving problems of constrained engineering optimization, which gives better solutions than the standard CS algorithm and the other optimization algorithms used in solving engineering problems from the literature. In the proposed ICS algorithm, dynamic change of parameters of probability and step size is introduced, which are constant in the standard algorithm.Associação Brasileira de Ciências Mecânicas2014-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252014000800004Latin American Journal of Solids and Structures v.11 n.8 2014reponame:Latin American journal of solids and structures (Online)instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)instacron:ABCM10.1590/S1679-78252014000800004info:eu-repo/semantics/openAccessBulatović,Radovan R.Bošković,GoranSavković,Mile M.Gašić,Milomir M.eng2015-11-17T00:00:00Zoai:scielo:S1679-78252014000800004Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=1679-7825&lng=pt&nrm=isohttps://old.scielo.br/oai/scielo-oai.phpabcm@abcm.org.br||maralves@usp.br1679-78251679-7817opendoar:2015-11-17T00:00Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)false
dc.title.none.fl_str_mv Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
title Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
spellingShingle Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
Bulatović,Radovan R.
Improved Cuckoo Search algorithm
engineering
global optimization
dynamic change of parameters
title_short Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
title_full Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
title_fullStr Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
title_full_unstemmed Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
title_sort Improved Cuckoo Search (ICS) algorthm for constrained optimization problems
author Bulatović,Radovan R.
author_facet Bulatović,Radovan R.
Bošković,Goran
Savković,Mile M.
Gašić,Milomir M.
author_role author
author2 Bošković,Goran
Savković,Mile M.
Gašić,Milomir M.
author2_role author
author
author
dc.contributor.author.fl_str_mv Bulatović,Radovan R.
Bošković,Goran
Savković,Mile M.
Gašić,Milomir M.
dc.subject.por.fl_str_mv Improved Cuckoo Search algorithm
engineering
global optimization
dynamic change of parameters
topic Improved Cuckoo Search algorithm
engineering
global optimization
dynamic change of parameters
description Constrained optimization is very important issue in engineering design. The problem of constrained optimization contains the objective function with linear and nonlinear constraint equations. In this paper the Improved Cuckoo Search (ICS) algorithm has been applied for solving problems of constrained engineering optimization, which gives better solutions than the standard CS algorithm and the other optimization algorithms used in solving engineering problems from the literature. In the proposed ICS algorithm, dynamic change of parameters of probability and step size is introduced, which are constant in the standard algorithm.
publishDate 2014
dc.date.none.fl_str_mv 2014-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252014000800004
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252014000800004
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S1679-78252014000800004
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Associação Brasileira de Ciências Mecânicas
publisher.none.fl_str_mv Associação Brasileira de Ciências Mecânicas
dc.source.none.fl_str_mv Latin American Journal of Solids and Structures v.11 n.8 2014
reponame:Latin American journal of solids and structures (Online)
instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
instacron:ABCM
instname_str Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
instacron_str ABCM
institution ABCM
reponame_str Latin American journal of solids and structures (Online)
collection Latin American journal of solids and structures (Online)
repository.name.fl_str_mv Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
repository.mail.fl_str_mv abcm@abcm.org.br||maralves@usp.br
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