Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods

In this paper, we introduce Problem MetaHeuristic Solver (PMHS), a new educational software tool aimed at the generic study of the concepts related to the optimization field. Its relevance in this environment arises from the performed coverage of the main stages when solving optimization problems. I...

Descripción completa

Detalles Bibliográficos
Autores: López Plata, Israel, Expósito Izquierdo, Cristofer Juan, Moreno Vega, José Marcos
Tipo de recurso: artículo
Fecha de publicación:2015
País:España
Institución:Universidad de La Laguna (ULL)
Repositorio:RIULL. Repositorio Institucional de la Universidad de La Laguna
OAI Identifier:oai:riull.ull.es:915/40617
Acceso en línea:http://riull.ull.es/xmlui/handle/915/40617
Access Level:acceso abierto
Palabra clave:optimization problem
(meta)heuristic method
problem metaheuristic solver
educational tool
software
id ES_f8d1ca2efbbe79b172089cc145086f13
oai_identifier_str oai:riull.ull.es:915/40617
network_acronym_str ES
network_name_str España
repository_id_str
spelling Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methodsLópez Plata, IsraelExpósito Izquierdo, Cristofer JuanMoreno Vega, José Marcosoptimization problem(meta)heuristic methodproblem metaheuristic solvereducational toolsoftwareIn this paper, we introduce Problem MetaHeuristic Solver (PMHS), a new educational software tool aimed at the generic study of the concepts related to the optimization field. Its relevance in this environment arises from the performed coverage of the main stages when solving optimization problems. Its modular architecture, graphical functionalities, interaction level, and wide flexibility give rise to its educational interest, allowing its adaptation to multitude of educational environments, being an assistant during the theoretical lectures as well as a transversal tool over the practical sessions. PMHS has been used during an undergraduate optimizationcourse. Theresults obtainedfromtheexperiencesuggestthatthetoolimprovestheunderstandingof the theoretical concepts and reduces the workload of the students when implementing optimization methods.Ingeniería Informática y de Sistemas202420242015info:eu-repo/semantics/articleapplication/pdfhttp://riull.ull.es/xmlui/handle/915/40617reponame:RIULL. Repositorio Institucional de la Universidad de La Lagunainstname:Universidad de La Laguna (ULL)InglésComputer Applications in Engineering Education, Vol. 23, issue 6No autorizo la publicación del documentoinfo:eu-repo/semantics/openAccessoai:riull.ull.es:915/406172026-06-22T13:13:57Z
dc.title.none.fl_str_mv Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
title Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
spellingShingle Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
López Plata, Israel
optimization problem
(meta)heuristic method
problem metaheuristic solver
educational tool
software
title_short Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
title_full Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
title_fullStr Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
title_full_unstemmed Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
title_sort Problem MetaHeuristic Solver. An educational tool aimed at studying heuristic optimization methods
dc.creator.none.fl_str_mv López Plata, Israel
Expósito Izquierdo, Cristofer Juan
Moreno Vega, José Marcos
author López Plata, Israel
author_facet López Plata, Israel
Expósito Izquierdo, Cristofer Juan
Moreno Vega, José Marcos
author_role author
author2 Expósito Izquierdo, Cristofer Juan
Moreno Vega, José Marcos
author2_role author
author
dc.contributor.none.fl_str_mv Ingeniería Informática y de Sistemas
dc.subject.none.fl_str_mv optimization problem
(meta)heuristic method
problem metaheuristic solver
educational tool
software
topic optimization problem
(meta)heuristic method
problem metaheuristic solver
educational tool
software
description In this paper, we introduce Problem MetaHeuristic Solver (PMHS), a new educational software tool aimed at the generic study of the concepts related to the optimization field. Its relevance in this environment arises from the performed coverage of the main stages when solving optimization problems. Its modular architecture, graphical functionalities, interaction level, and wide flexibility give rise to its educational interest, allowing its adaptation to multitude of educational environments, being an assistant during the theoretical lectures as well as a transversal tool over the practical sessions. PMHS has been used during an undergraduate optimizationcourse. Theresults obtainedfromtheexperiencesuggestthatthetoolimprovestheunderstandingof the theoretical concepts and reduces the workload of the students when implementing optimization methods.
publishDate 2015
dc.date.none.fl_str_mv 2015
2024
2024
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://riull.ull.es/xmlui/handle/915/40617
url http://riull.ull.es/xmlui/handle/915/40617
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Computer Applications in Engineering Education, Vol. 23, issue 6
dc.rights.none.fl_str_mv No autorizo la publicación del documento
info:eu-repo/semantics/openAccess
rights_invalid_str_mv No autorizo la publicación del documento
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:RIULL. Repositorio Institucional de la Universidad de La Laguna
instname:Universidad de La Laguna (ULL)
instname_str Universidad de La Laguna (ULL)
reponame_str RIULL. Repositorio Institucional de la Universidad de La Laguna
collection RIULL. Repositorio Institucional de la Universidad de La Laguna
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869425037137674240
score 15,812455

Similares en LA Referencia