lpPSO - New optimization strategy inspired by PSO

Given the large number of optimization problems that mankind faces, metaheuristics are very important strategies for the resolution of these problems. These strategies assess the suitability of the individuals, which represent solutions to the problem, a large number of times throughout the search f...

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Autores principales: Hasperué, Waldo, Corbalán, Leonardo César
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2011
Materias:
Ciencias Informáticas
Optimization
Heuristic methods
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/18624
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-18624
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
Optimization
Heuristic methods
spellingShingle Ciencias Informáticas
Optimization
Heuristic methods
Hasperué, Waldo
Corbalán, Leonardo César
lpPSO - New optimization strategy inspired by PSO
topic_facet Ciencias Informáticas
Optimization
Heuristic methods
description Given the large number of optimization problems that mankind faces, metaheuristics are very important strategies for the resolution of these problems. These strategies assess the suitability of the individuals, which represent solutions to the problem, a large number of times throughout the search for an optimal solution. When the assessment of an individual takes significant time or resources, the assessment of hundreds or thousands of individuals is a problem to be taken into consideration. In this paper, a strategy based on PSO that considerably reduces the number of individual assessments is presented, which is of great help for complex problems. The method proposed was compared with the classical version of PSO using classic functions in the space and a real case with a simulation model, and satisfactory results were obtained.
format Objeto de conferencia
Objeto de conferencia
author Hasperué, Waldo
Corbalán, Leonardo César
author_facet Hasperué, Waldo
Corbalán, Leonardo César
author_sort Hasperué, Waldo
title lpPSO - New optimization strategy inspired by PSO
title_short lpPSO - New optimization strategy inspired by PSO
title_full lpPSO - New optimization strategy inspired by PSO
title_fullStr lpPSO - New optimization strategy inspired by PSO
title_full_unstemmed lpPSO - New optimization strategy inspired by PSO
title_sort lppso - new optimization strategy inspired by pso
publishDate 2011
url http://sedici.unlp.edu.ar/handle/10915/18624
work_keys_str_mv AT hasperuewaldo lppsonewoptimizationstrategyinspiredbypso
AT corbalanleonardocesar lppsonewoptimizationstrategyinspiredbypso
bdutipo_str Repositorios
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