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Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory

In this paper, a parametric method is introduced to solve fuzzy transportation problem. Considering that parameters of transportation problem have uncertainties, this paper develops a generalized fuzzy transportation problem with fuzzy supply, demand and cost. For simplicity, these parameters are as...

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Detalles Bibliográficos
Autores principales: He, Dayi, Li, Ran, Huang, Qi, Lei, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138112/
https://www.ncbi.nlm.nih.gov/pubmed/25137239
http://dx.doi.org/10.1371/journal.pone.0105142
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author He, Dayi
Li, Ran
Huang, Qi
Lei, Ping
author_facet He, Dayi
Li, Ran
Huang, Qi
Lei, Ping
author_sort He, Dayi
collection PubMed
description In this paper, a parametric method is introduced to solve fuzzy transportation problem. Considering that parameters of transportation problem have uncertainties, this paper develops a generalized fuzzy transportation problem with fuzzy supply, demand and cost. For simplicity, these parameters are assumed to be fuzzy trapezoidal numbers. Based on possibility theory and consistent with decision-makers' subjectiveness and practical requirements, the fuzzy transportation problem is transformed to a crisp linear transportation problem by defuzzifying fuzzy constraints and objectives with application of fractile and modality approach. Finally, a numerical example is provided to exemplify the application of fuzzy transportation programming and to verify the validity of the proposed methods.
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spelling pubmed-41381122014-08-20 Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory He, Dayi Li, Ran Huang, Qi Lei, Ping PLoS One Research Article In this paper, a parametric method is introduced to solve fuzzy transportation problem. Considering that parameters of transportation problem have uncertainties, this paper develops a generalized fuzzy transportation problem with fuzzy supply, demand and cost. For simplicity, these parameters are assumed to be fuzzy trapezoidal numbers. Based on possibility theory and consistent with decision-makers' subjectiveness and practical requirements, the fuzzy transportation problem is transformed to a crisp linear transportation problem by defuzzifying fuzzy constraints and objectives with application of fractile and modality approach. Finally, a numerical example is provided to exemplify the application of fuzzy transportation programming and to verify the validity of the proposed methods. Public Library of Science 2014-08-19 /pmc/articles/PMC4138112/ /pubmed/25137239 http://dx.doi.org/10.1371/journal.pone.0105142 Text en © 2014 He et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
He, Dayi
Li, Ran
Huang, Qi
Lei, Ping
Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title_full Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title_fullStr Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title_full_unstemmed Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title_short Transportation Optimization with Fuzzy Trapezoidal Numbers Based on Possibility Theory
title_sort transportation optimization with fuzzy trapezoidal numbers based on possibility theory
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138112/
https://www.ncbi.nlm.nih.gov/pubmed/25137239
http://dx.doi.org/10.1371/journal.pone.0105142
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