Transportation planning with modified S-curve membership functions using an interactive fuzzy multi-objective approach
In this paper, we consider the transportation planning decision (TPD) problem with fuzzy goals, available supply and forecast demand. An interactive method is designed for solving the multi-objective TPD problem where the fuzzy data are represented by modified S-curve membership functions. The propo...
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| Vydáno v: | Applied soft computing Ročník 11; číslo 2; s. 2656 - 2663 |
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| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier B.V
01.03.2011
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| ISSN: | 1568-4946, 1872-9681 |
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| Abstract | In this paper, we consider the transportation planning decision (TPD) problem with fuzzy goals, available supply and forecast demand. An interactive method is designed for solving the multi-objective TPD problem where the fuzzy data are represented by modified S-curve membership functions. The proposed method attempts to simultaneously minimize the total production and transportation costs and the total delivery time with reference to budget constraints and available supply, machine capacities at each source, as well as forecast demand and warehouse space constraints at each destination. An interactive fuzzy approach is applied to solve the multi-objective TPD problem and to find a preferred compromise solution. Finally, the performance of S-curve membership functions that represent uncertainty goals and constraints in TPD problems with linear membership functions in an industrial case is compared. |
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| AbstractList | In this paper, we consider the transportation planning decision (TPD) problem with fuzzy goals, available supply and forecast demand. An interactive method is designed for solving the multi-objective TPD problem where the fuzzy data are represented by modified S-curve membership functions. The proposed method attempts to simultaneously minimize the total production and transportation costs and the total delivery time with reference to budget constraints and available supply, machine capacities at each source, as well as forecast demand and warehouse space constraints at each destination. An interactive fuzzy approach is applied to solve the multi-objective TPD problem and to find a preferred compromise solution. Finally, the performance of S-curve membership functions that represent uncertainty goals and constraints in TPD problems with linear membership functions in an industrial case is compared. |
| Author | Peidro, David Vasant, Pandian |
| Author_xml | – sequence: 1 givenname: David surname: Peidro fullname: Peidro, David email: dapeipa@cigip.upv.es, dapeipa@omp.upv.es organization: Research Center on Production Management and Engineering (CIGIP), Universidad Politécnica de Valencia, Spain – sequence: 2 givenname: Pandian surname: Vasant fullname: Vasant, Pandian email: pvasant@gmail.com organization: Fundamental & Applied Sciences Department, University Technology Petronas, Malaysia |
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| Keywords | S-curve membership function Transportation planning Fuzzy multi-objective programming |
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| SubjectTerms | Fuzzy multi-objective programming S-curve membership function Transportation planning |
| Title | Transportation planning with modified S-curve membership functions using an interactive fuzzy multi-objective approach |
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