A fuzzy cost function optimization in product mix selection problem
The modern trend in industrial application problem deserves modeling of all relevant vague or fuzzy information involved in a real decision making problem. In this paper the usefulness of the proposed S-curve membership function is established using a real life industrial production planning of a ch...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/392/ http://scholars.utp.edu.my/id/eprint/392/1/paper.pdf |
| _version_ | 1848658975604604928 |
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| author | P.M., Vasant C.J., Andeeski N.N., Barsoum T.D., Kolemisevska G.M., Dimirovski |
| author_facet | P.M., Vasant C.J., Andeeski N.N., Barsoum T.D., Kolemisevska G.M., Dimirovski |
| author_sort | P.M., Vasant |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | The modern trend in industrial application problem deserves modeling of all relevant vague or fuzzy information involved in a real decision making problem. In this paper the usefulness of the proposed S-curve membership function is established using a real life industrial production planning of a chocolate manufacturing unit. The unit produces 8 products using 8 raw materials, mixed in various proportions by 9 different processes under 29 constraints. A solution to this problem establishes the usefulness of the suggested membership function for decision making in industrial production planning. The objective of this paper is to find the optimal cost to produce 8 products using modified S-curve membership function as a methodology. The fuzzy linear programming approach is used to solve this problem. The optimal cost function is obtained respect to two major factors of degree of satisfaction and vagueness. Copyright - World Automation Congress (WAC) 2006.
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| first_indexed | 2025-11-13T07:23:04Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:392 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:23:04Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:3922017-01-19T08:27:12Z http://scholars.utp.edu.my/id/eprint/392/ A fuzzy cost function optimization in product mix selection problem P.M., Vasant C.J., Andeeski N.N., Barsoum T.D., Kolemisevska G.M., Dimirovski TK Electrical engineering. Electronics Nuclear engineering The modern trend in industrial application problem deserves modeling of all relevant vague or fuzzy information involved in a real decision making problem. In this paper the usefulness of the proposed S-curve membership function is established using a real life industrial production planning of a chocolate manufacturing unit. The unit produces 8 products using 8 raw materials, mixed in various proportions by 9 different processes under 29 constraints. A solution to this problem establishes the usefulness of the suggested membership function for decision making in industrial production planning. The objective of this paper is to find the optimal cost to produce 8 products using modified S-curve membership function as a methodology. The fuzzy linear programming approach is used to solve this problem. The optimal cost function is obtained respect to two major factors of degree of satisfaction and vagueness. Copyright - World Automation Congress (WAC) 2006. 2007 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/392/1/paper.pdf P.M., Vasant and C.J., Andeeski and N.N., Barsoum and T.D., Kolemisevska and G.M., Dimirovski (2007) A fuzzy cost function optimization in product mix selection problem. In: 2006 World Automation Congress, WAC'06, 24 June 2006 through 26 June 2006, Budapest. http://www.scopus.com/inward/record.url?eid=2-s2.0-36849024312&partnerID=40&md5=0a2b6db377f552ef492fdf87e2ca378e |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering P.M., Vasant C.J., Andeeski N.N., Barsoum T.D., Kolemisevska G.M., Dimirovski A fuzzy cost function optimization in product mix selection problem |
| title | A fuzzy cost function optimization in product mix selection problem
|
| title_full | A fuzzy cost function optimization in product mix selection problem
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| title_fullStr | A fuzzy cost function optimization in product mix selection problem
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| title_full_unstemmed | A fuzzy cost function optimization in product mix selection problem
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| title_short | A fuzzy cost function optimization in product mix selection problem
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| title_sort | fuzzy cost function optimization in product mix selection problem |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/392/ http://scholars.utp.edu.my/id/eprint/392/ http://scholars.utp.edu.my/id/eprint/392/1/paper.pdf |