Optimization of a mechanical design problem with the modified bacterial foraging algorithm

This paper presents the solution of a real-world constrained bi-objective mechanical design problem in presence of a dynamic constraint by using the Modified Bacterial Foraging Optimization Algorithm. This algorithm, originally designed to solve single-objective optimization problems, is adapted to...

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Detalles Bibliográficos
Autores principales: Mezura-Montes, Efrén, Portilla Flores, Edgar, Hernández Ocaña, Betania
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2011
Materias:
Ciencias Informáticas
Engineering
Design
Algorithms
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/18627
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-18627
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
Engineering
Design
Algorithms
spellingShingle Ciencias Informáticas
Engineering
Design
Algorithms
Mezura-Montes, Efrén
Portilla Flores, Edgar
Hernández Ocaña, Betania
Optimization of a mechanical design problem with the modified bacterial foraging algorithm
topic_facet Ciencias Informáticas
Engineering
Design
Algorithms
description This paper presents the solution of a real-world constrained bi-objective mechanical design problem in presence of a dynamic constraint by using the Modified Bacterial Foraging Optimization Algorithm. This algorithm, originally designed to solve single-objective optimization problems, is adapted to include in its processes Pareto dominance as selection criterion, an external archive for elitism, and crowding distance as a diversity mechanism. The results obtained are compared with those provided by two evolutionary algorithms. The bacterial-based approach is able to provide a highly competitive performance and the type of solutions found are more suitable, based on the opinion of the expert mechanical designer.
format Objeto de conferencia
Objeto de conferencia
author Mezura-Montes, Efrén
Portilla Flores, Edgar
Hernández Ocaña, Betania
author_facet Mezura-Montes, Efrén
Portilla Flores, Edgar
Hernández Ocaña, Betania
author_sort Mezura-Montes, Efrén
title Optimization of a mechanical design problem with the modified bacterial foraging algorithm
title_short Optimization of a mechanical design problem with the modified bacterial foraging algorithm
title_full Optimization of a mechanical design problem with the modified bacterial foraging algorithm
title_fullStr Optimization of a mechanical design problem with the modified bacterial foraging algorithm
title_full_unstemmed Optimization of a mechanical design problem with the modified bacterial foraging algorithm
title_sort optimization of a mechanical design problem with the modified bacterial foraging algorithm
publishDate 2011
url http://sedici.unlp.edu.ar/handle/10915/18627
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