Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
Product-mix decision through theory of constraints (TOC) should take into account considerations like the decision-maker's (DM) level of satisfaction in order to make product-mix decision a robust one. Sensitivity of the decision made, needs to be focused for a bottle-neck-free, optimal product...
| Main Authors: | , |
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| Format: | Citation Index Journal |
| Language: | English |
| Published: |
2007
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| Online Access: | http://scholars.utp.edu.my/id/eprint/302/ http://scholars.utp.edu.my/id/eprint/302/1/paper.pdf |
| _version_ | 1848658954648813568 |
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| author | A., Bhattacharya P., Vasant |
| author_facet | A., Bhattacharya P., Vasant |
| author_sort | A., Bhattacharya |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Product-mix decision through theory of constraints (TOC) should take into account considerations like the decision-maker's (DM) level of satisfaction in order to make product-mix decision a robust one. Sensitivity of the decision made, needs to be focused for a bottle-neck-free, optimal product-mix solution of TOC problem. A membership function (MF) has been suitably designed in the present work, first in finding out the degree of imprecision in the product-mix decision, and thereafter to sense the level of satisfaction of the DM. Inefficiency of traditional linear programming (LP) in handling multiple-bottleneck problem through TOC has been discussed through an illustrative example. Comparison of traditional LP over fully fuzzified-LP (FLP) model has also been addressed to elucidate the advantages of FLP in TOC. Key objective of this work is to guide DMs in finding out the optimal product-mix with higher degree of satisfaction with lesser degree of fuzziness under tripartite fuzzy environment. © 2006 Elsevier B.V. All rights reserved.
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| first_indexed | 2025-11-13T07:22:44Z |
| format | Citation Index Journal |
| id | oai:scholars.utp.edu.my:302 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:22:44Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:3022017-01-19T08:26:58Z http://scholars.utp.edu.my/id/eprint/302/ Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP A., Bhattacharya P., Vasant TK Electrical engineering. Electronics Nuclear engineering Product-mix decision through theory of constraints (TOC) should take into account considerations like the decision-maker's (DM) level of satisfaction in order to make product-mix decision a robust one. Sensitivity of the decision made, needs to be focused for a bottle-neck-free, optimal product-mix solution of TOC problem. A membership function (MF) has been suitably designed in the present work, first in finding out the degree of imprecision in the product-mix decision, and thereafter to sense the level of satisfaction of the DM. Inefficiency of traditional linear programming (LP) in handling multiple-bottleneck problem through TOC has been discussed through an illustrative example. Comparison of traditional LP over fully fuzzified-LP (FLP) model has also been addressed to elucidate the advantages of FLP in TOC. Key objective of this work is to guide DMs in finding out the optimal product-mix with higher degree of satisfaction with lesser degree of fuzziness under tripartite fuzzy environment. © 2006 Elsevier B.V. All rights reserved. 2007 Citation Index Journal PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/302/1/paper.pdf A., Bhattacharya and P., Vasant (2007) Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP. [Citation Index Journal] http://www.scopus.com/inward/record.url?eid=2-s2.0-33751189125&partnerID=40&md5=9da37bcf8ef108ed75449a19b5d53ac4 10.1016/j.ejor.2005.11.017 10.1016/j.ejor.2005.11.017 10.1016/j.ejor.2005.11.017 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering A., Bhattacharya P., Vasant Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP |
| title | Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
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| title_full | Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
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| title_fullStr | Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
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| title_full_unstemmed | Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
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| title_short | Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
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| title_sort | soft-sensing of level of satisfaction in toc product-mix decision heuristic using robust fuzzy-lp |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/302/ http://scholars.utp.edu.my/id/eprint/302/ http://scholars.utp.edu.my/id/eprint/302/ http://scholars.utp.edu.my/id/eprint/302/1/paper.pdf |