An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques

Purpose: The intention of this paper is the presentation of a new integrated approach for solving a multi attribute decision making problem by the use of Entropy Fuzzy and F- PROMETHEE (fuzzy preference ranking method for enrichment evaluation) techniques. Design/methodology/approach: In these sorts...

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Detalles Bibliográficos
Autores: Shahmardan, Amin, Zadeh, Mohammad Hendijani
Tipo de recurso: artículo
Fecha de publicación:2013
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2099/14155
Acceso en línea:https://hdl.handle.net/2099/14155
Access Level:acceso abierto
Palabra clave:Decision making--Mathematical models
Entropy Fuzzy
F-PROMETHEE, Multi Criteria Decision Making
Fuzzy Set
Decision maker
Fuzzy environment
Decisió, Presa de -- Models matemàtics
Àrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacions
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa
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repository_id_str
spelling An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniquesShahmardan, AminZadeh, Mohammad HendijaniDecision making--Mathematical modelsEntropy FuzzyF-PROMETHEE, Multi Criteria Decision MakingFuzzy SetDecision makerFuzzy environmentDecisió, Presa de -- Models matemàticsÀrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacionsÀrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativaPurpose: The intention of this paper is the presentation of a new integrated approach for solving a multi attribute decision making problem by the use of Entropy Fuzzy and F- PROMETHEE (fuzzy preference ranking method for enrichment evaluation) techniques. Design/methodology/approach: In these sorts of multi attribute decision making problem, a number of criteria and alternatives are put forward as input data. Ranking of these alternatives according to mentioned criteria is regarded as the outcome of solving these kinds of problems. Initially, weights of criteria are determined by implementation of Entropy Fuzzy method. According to determined weights, F-PROMETHEE method is exerted to rank these alternatives in terms of desirability of DM (decision maker). Findings: Being in an uncertain environment and vagueness of DM’s judgments, lead us to implement an algorithm which can deal with these constraints properly. This technique namely called Entropy Fuzzy as a weighting method and F-PROMETHEE is performed to fulfill this approach more precisely according to tangible and intangible aspects. The main finding of applied approach is the final ranking of alternatives helping DM to have a more reliable decision. Originality/Value: The main contribution of this approach is the giving real significance to DM’s attitudes about mentioned criteria in determined alternatives which is not elucidate in former approaches like Analytical Hierarchy Process (AHP). Furthermore, previous methods like Shanon Entropy do not pay attention sufficiently to satisfaction degree of each criterion in proposed alternatives, regarding to DM’s statements. Comprehensive explanations about these procedures have been made in miscellaneous sections of this article.Peer ReviewedSchool of Industrial and Aeronautic Engineering of Terrassa (ETSEIAT). Universitat Politècnica de Catalunya (UPC)20132013-12-0120142014-01-08journal articlehttp://purl.org/coar/resource_type/c_6501NAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2099/14155reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial 3.0 Spainhttp://creativecommons.org/licenses/by-nc/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2099/141552026-05-27T15:37:01Z
dc.title.none.fl_str_mv An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
title An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
spellingShingle An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
Shahmardan, Amin
Decision making--Mathematical models
Entropy Fuzzy
F-PROMETHEE, Multi Criteria Decision Making
Fuzzy Set
Decision maker
Fuzzy environment
Decisió, Presa de -- Models matemàtics
Àrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacions
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa
title_short An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
title_full An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
title_fullStr An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
title_full_unstemmed An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
title_sort An integrated approach for solving a MCDM problem, Combination of Entropy Fuzzy and F-PROMETHEE techniques
dc.creator.none.fl_str_mv Shahmardan, Amin
Zadeh, Mohammad Hendijani
author Shahmardan, Amin
author_facet Shahmardan, Amin
Zadeh, Mohammad Hendijani
author_role author
author2 Zadeh, Mohammad Hendijani
author2_role author
dc.subject.none.fl_str_mv Decision making--Mathematical models
Entropy Fuzzy
F-PROMETHEE, Multi Criteria Decision Making
Fuzzy Set
Decision maker
Fuzzy environment
Decisió, Presa de -- Models matemàtics
Àrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacions
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa
topic Decision making--Mathematical models
Entropy Fuzzy
F-PROMETHEE, Multi Criteria Decision Making
Fuzzy Set
Decision maker
Fuzzy environment
Decisió, Presa de -- Models matemàtics
Àrees temàtiques de la UPC::Economia i organització d'empreses::Direcció d'operacions
Àrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa
description Purpose: The intention of this paper is the presentation of a new integrated approach for solving a multi attribute decision making problem by the use of Entropy Fuzzy and F- PROMETHEE (fuzzy preference ranking method for enrichment evaluation) techniques. Design/methodology/approach: In these sorts of multi attribute decision making problem, a number of criteria and alternatives are put forward as input data. Ranking of these alternatives according to mentioned criteria is regarded as the outcome of solving these kinds of problems. Initially, weights of criteria are determined by implementation of Entropy Fuzzy method. According to determined weights, F-PROMETHEE method is exerted to rank these alternatives in terms of desirability of DM (decision maker). Findings: Being in an uncertain environment and vagueness of DM’s judgments, lead us to implement an algorithm which can deal with these constraints properly. This technique namely called Entropy Fuzzy as a weighting method and F-PROMETHEE is performed to fulfill this approach more precisely according to tangible and intangible aspects. The main finding of applied approach is the final ranking of alternatives helping DM to have a more reliable decision. Originality/Value: The main contribution of this approach is the giving real significance to DM’s attitudes about mentioned criteria in determined alternatives which is not elucidate in former approaches like Analytical Hierarchy Process (AHP). Furthermore, previous methods like Shanon Entropy do not pay attention sufficiently to satisfaction degree of each criterion in proposed alternatives, regarding to DM’s statements. Comprehensive explanations about these procedures have been made in miscellaneous sections of this article.
publishDate 2013
dc.date.none.fl_str_mv 2013
2013-12-01
2014
2014-01-08
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
NA
http://purl.org/coar/version/c_be7fb7dd8ff6fe43
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2099/14155
url https://hdl.handle.net/2099/14155
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial 3.0 Spain
http://creativecommons.org/licenses/by-nc/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial 3.0 Spain
http://creativecommons.org/licenses/by-nc/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv School of Industrial and Aeronautic Engineering of Terrassa (ETSEIAT). Universitat Politècnica de Catalunya (UPC)
publisher.none.fl_str_mv School of Industrial and Aeronautic Engineering of Terrassa (ETSEIAT). Universitat Politècnica de Catalunya (UPC)
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,228081

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