Artificial immune system for solving constrained optimization problems

In this paper, we present an artifi cial immune system (AIS) based on the CLONALG algorithm for solving constrained (numerical) optimization problems. We develop a new mutation operator which produces large and small step sizes and which aims to provide better exploration capabilities. We validate o...

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Detalles Bibliográficos
Autores principales:	Aragón, Victoria S., Esquivel, Susana Cecilia, Coello Coello, Carlos
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2006
Materias:	Ciencias Informáticas Artificial Immune System Constrained optimization
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/22628
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-22628
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Artificial Immune System Constrained optimization
spellingShingle	Ciencias Informáticas Artificial Immune System Constrained optimization Aragón, Victoria S. Esquivel, Susana Cecilia Coello Coello, Carlos Artificial immune system for solving constrained optimization problems
topic_facet	Ciencias Informáticas Artificial Immune System Constrained optimization
description	In this paper, we present an artifi cial immune system (AIS) based on the CLONALG algorithm for solving constrained (numerical) optimization problems. We develop a new mutation operator which produces large and small step sizes and which aims to provide better exploration capabilities. We validate our proposed approach with 13 test functions taken from the specialized literature and we compare our results with respect to Stochastic Ranking (which is an approach representative of the state-of-the-art in the area) and with respect to an AIS previously proposed by one of the co-authors
format	Objeto de conferencia Objeto de conferencia
author	Aragón, Victoria S. Esquivel, Susana Cecilia Coello Coello, Carlos
author_facet	Aragón, Victoria S. Esquivel, Susana Cecilia Coello Coello, Carlos
author_sort	Aragón, Victoria S.
title	Artificial immune system for solving constrained optimization problems
title_short	Artificial immune system for solving constrained optimization problems
title_full	Artificial immune system for solving constrained optimization problems
title_fullStr	Artificial immune system for solving constrained optimization problems
title_full_unstemmed	Artificial immune system for solving constrained optimization problems
title_sort	artificial immune system for solving constrained optimization problems
publishDate	2006
url	http://sedici.unlp.edu.ar/handle/10915/22628
work_keys_str_mv	AT aragonvictorias artificialimmunesystemforsolvingconstrainedoptimizationproblems AT esquivelsusanacecilia artificialimmunesystemforsolvingconstrainedoptimizationproblems AT coellocoellocarlos artificialimmunesystemforsolvingconstrainedoptimizationproblems
bdutipo_str	Repositorios
_version_	1764820466148573185

Artificial immune system for solving constrained optimization problems

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