New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.3233/JIFS-201739 http://hdl.handle.net/11449/234338 |
Resumo: | This paper presents a new hybrid decision-making support method (New Hesitant Fuzzy AHP-QFD-PROMETHEE II Method), which jointly uses the Analytic Hierarchy Process (AHP), the Quality Function Deployment (QFD) and the Preference Ranking Method for Enrichment Evaluation (PROMETHEE II), as well as the Hesitant Fuzzy Linguistic Term Sets (HFLTS) to capture hesitation and aggregate divergent opinions from different experts. A real application of the new method to a packaging design selection problem for an automotive company is described, finding that AHP assisted in determining the importance of QFD's customer requirements (CRs) and PROMETHEE II was used to select the best packaging design. With this same problem, for the purpose of validating the proposed method, a comparative analysis was made with the use of the Hesitant Fuzzy AHP-QFD-TOPSIS method and also with the traditional AHP-QFD-PROMETHEE method, which makes it impossible to capture the hesitation of decision makers. The result showed similarity in the rankings of design alternatives found in the three methods application. The proposed method proved advantageous for solving problems that can generally be solved with the QFD House of Quality but have serious difficulties when decision makers have divergent opinions and hesitate in evaluating criteria and alternatives. |
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New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selectionAHPDecision making problemhesitant fuzzyhesitant fuzzy linguistic term setshouse of qualityPROMETHEEThis paper presents a new hybrid decision-making support method (New Hesitant Fuzzy AHP-QFD-PROMETHEE II Method), which jointly uses the Analytic Hierarchy Process (AHP), the Quality Function Deployment (QFD) and the Preference Ranking Method for Enrichment Evaluation (PROMETHEE II), as well as the Hesitant Fuzzy Linguistic Term Sets (HFLTS) to capture hesitation and aggregate divergent opinions from different experts. A real application of the new method to a packaging design selection problem for an automotive company is described, finding that AHP assisted in determining the importance of QFD's customer requirements (CRs) and PROMETHEE II was used to select the best packaging design. With this same problem, for the purpose of validating the proposed method, a comparative analysis was made with the use of the Hesitant Fuzzy AHP-QFD-TOPSIS method and also with the traditional AHP-QFD-PROMETHEE method, which makes it impossible to capture the hesitation of decision makers. The result showed similarity in the rankings of design alternatives found in the three methods application. The proposed method proved advantageous for solving problems that can generally be solved with the QFD House of Quality but have serious difficulties when decision makers have divergent opinions and hesitate in evaluating criteria and alternatives.Sao Paulo State University Campus of Guaratingueta, SPSao Paulo State University Campus of Guaratingueta, SPUniversidade Estadual Paulista (UNESP)Porto De Lima, Byanca [UNESP]Da Silva, Aneirson Francisco [UNESP]Marins, Fernando Augusto Silva [UNESP]2022-05-01T16:02:25Z2022-05-01T16:02:25Z2022-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article2881-2897http://dx.doi.org/10.3233/JIFS-201739Journal of Intelligent and Fuzzy Systems, v. 42, n. 4, p. 2881-2897, 2022.1875-89671064-1246http://hdl.handle.net/11449/23433810.3233/JIFS-2017392-s2.0-85127393170Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Intelligent and Fuzzy Systemsinfo:eu-repo/semantics/openAccess2024-07-02T17:37:05Zoai:repositorio.unesp.br:11449/234338Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:50:17.717885Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
title |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
spellingShingle |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection Porto De Lima, Byanca [UNESP] AHP Decision making problem hesitant fuzzy hesitant fuzzy linguistic term sets house of quality PROMETHEE |
title_short |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
title_full |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
title_fullStr |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
title_full_unstemmed |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
title_sort |
New hybrid AHP-QFD-PROMETHEE decision-making support method in the hesitant fuzzy environment: An application in packaging design selection |
author |
Porto De Lima, Byanca [UNESP] |
author_facet |
Porto De Lima, Byanca [UNESP] Da Silva, Aneirson Francisco [UNESP] Marins, Fernando Augusto Silva [UNESP] |
author_role |
author |
author2 |
Da Silva, Aneirson Francisco [UNESP] Marins, Fernando Augusto Silva [UNESP] |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Porto De Lima, Byanca [UNESP] Da Silva, Aneirson Francisco [UNESP] Marins, Fernando Augusto Silva [UNESP] |
dc.subject.por.fl_str_mv |
AHP Decision making problem hesitant fuzzy hesitant fuzzy linguistic term sets house of quality PROMETHEE |
topic |
AHP Decision making problem hesitant fuzzy hesitant fuzzy linguistic term sets house of quality PROMETHEE |
description |
This paper presents a new hybrid decision-making support method (New Hesitant Fuzzy AHP-QFD-PROMETHEE II Method), which jointly uses the Analytic Hierarchy Process (AHP), the Quality Function Deployment (QFD) and the Preference Ranking Method for Enrichment Evaluation (PROMETHEE II), as well as the Hesitant Fuzzy Linguistic Term Sets (HFLTS) to capture hesitation and aggregate divergent opinions from different experts. A real application of the new method to a packaging design selection problem for an automotive company is described, finding that AHP assisted in determining the importance of QFD's customer requirements (CRs) and PROMETHEE II was used to select the best packaging design. With this same problem, for the purpose of validating the proposed method, a comparative analysis was made with the use of the Hesitant Fuzzy AHP-QFD-TOPSIS method and also with the traditional AHP-QFD-PROMETHEE method, which makes it impossible to capture the hesitation of decision makers. The result showed similarity in the rankings of design alternatives found in the three methods application. The proposed method proved advantageous for solving problems that can generally be solved with the QFD House of Quality but have serious difficulties when decision makers have divergent opinions and hesitate in evaluating criteria and alternatives. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-05-01T16:02:25Z 2022-05-01T16:02:25Z 2022-01-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.3233/JIFS-201739 Journal of Intelligent and Fuzzy Systems, v. 42, n. 4, p. 2881-2897, 2022. 1875-8967 1064-1246 http://hdl.handle.net/11449/234338 10.3233/JIFS-201739 2-s2.0-85127393170 |
url |
http://dx.doi.org/10.3233/JIFS-201739 http://hdl.handle.net/11449/234338 |
identifier_str_mv |
Journal of Intelligent and Fuzzy Systems, v. 42, n. 4, p. 2881-2897, 2022. 1875-8967 1064-1246 10.3233/JIFS-201739 2-s2.0-85127393170 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Journal of Intelligent and Fuzzy Systems |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
2881-2897 |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128571718238208 |