Application of multi-objective fuzzy linear programming in supply production planning problem
The purpose of this paper is establishing the usefulness of newly formed modified S-curve membership function in a limited supply production-planning problem with continuous variables. Fuzzy parameters of linear programming (LP) are modeled by non-linear membership function, viz., S-curve function....
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| Format: | Article |
| Language: | English |
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UNIV CINCINNATI INDUSTRIAL ENGINEERING, UNIV CINCINNATI, CINCINNATI, OH 45221-0116 USA
2007
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/2329/ http://scholars.utp.edu.my/id/eprint/2329/1/SAMPLE_PAPER_PDF.pdf |
| _version_ | 1848659230570053632 |
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| author | P., Vasant A., Bhattacharya |
| author_facet | P., Vasant A., Bhattacharya |
| author_sort | P., Vasant |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | The purpose of this paper is establishing the usefulness of newly formed modified S-curve membership function in a limited supply production-planning problem with continuous variables. Fuzzy parameters of linear programming (LP) are modeled by non-linear membership function, viz., S-curve function. In this paper the construction of modified S-curve membership function and a real-life example of supply production planning problem are presented. The computational results indicate superiority of the fuzzy linear programming (FLP) technique having modified S-curve membership function over non-fuzzy linear programming approach in optimizing individual objective functions. Furthermore, the optimal solution provides a better level of satisfaction of the decision-maker when compared with that of the non-fuzzy linear programming. |
| first_indexed | 2025-11-13T07:27:07Z |
| format | Article |
| id | oai:scholars.utp.edu.my:2329 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:27:07Z |
| publishDate | 2007 |
| publisher | UNIV CINCINNATI INDUSTRIAL ENGINEERING, UNIV CINCINNATI, CINCINNATI, OH 45221-0116 USA |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:23292017-01-19T08:26:56Z http://scholars.utp.edu.my/id/eprint/2329/ Application of multi-objective fuzzy linear programming in supply production planning problem P., Vasant A., Bhattacharya TK Electrical engineering. Electronics Nuclear engineering The purpose of this paper is establishing the usefulness of newly formed modified S-curve membership function in a limited supply production-planning problem with continuous variables. Fuzzy parameters of linear programming (LP) are modeled by non-linear membership function, viz., S-curve function. In this paper the construction of modified S-curve membership function and a real-life example of supply production planning problem are presented. The computational results indicate superiority of the fuzzy linear programming (FLP) technique having modified S-curve membership function over non-fuzzy linear programming approach in optimizing individual objective functions. Furthermore, the optimal solution provides a better level of satisfaction of the decision-maker when compared with that of the non-fuzzy linear programming. UNIV CINCINNATI INDUSTRIAL ENGINEERING, UNIV CINCINNATI, CINCINNATI, OH 45221-0116 USA 2007-06 Article PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/2329/1/SAMPLE_PAPER_PDF.pdf P., Vasant and A., Bhattacharya (2007) Application of multi-objective fuzzy linear programming in supply production planning problem. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE , 14 (2 ). 151-157 . ISSN 1072-4761 http://apps.isiknowledge.com/full_record.do?product=WOS&search_mode=GeneralSearch&qid=23&SID=V2M3DaJN@i6obPF9OiE&page=1&doc=1 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering P., Vasant A., Bhattacharya Application of multi-objective fuzzy linear programming in supply production planning problem |
| title | Application of multi-objective fuzzy linear programming in supply production planning problem |
| title_full | Application of multi-objective fuzzy linear programming in supply production planning problem |
| title_fullStr | Application of multi-objective fuzzy linear programming in supply production planning problem |
| title_full_unstemmed | Application of multi-objective fuzzy linear programming in supply production planning problem |
| title_short | Application of multi-objective fuzzy linear programming in supply production planning problem |
| title_sort | application of multi-objective fuzzy linear programming in supply production planning problem |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/2329/ http://scholars.utp.edu.my/id/eprint/2329/ http://scholars.utp.edu.my/id/eprint/2329/1/SAMPLE_PAPER_PDF.pdf |