| Presentation | 2014/6/18 Flexible job shop scheduling with weighted tardiness and setup worker load balance in make-to-order manufacturing YASUHIKO MORINAGA, MASAHIRO NAGAO, MITSURU SANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes the optimization of flexible job-shop scheduling problem (FJSP) in small and medium-sized companies with make-to-order (MTO) manufacturing many kinds of products. Incorporating weighted tardiness and set-up worker load balance to the objective function of the problem, we develop Genetic Algorithm (GA) using island model and a study of production data in real world make-to-order manufacturing type small business. Comparing the solutions by developed GA with the values obtained by prioritizing due date alone schedule such as EDD (Earliest due date), we confirm the effectiveness of the proposed method. In addition, we conduct numerical experiments on risk, which is general in the enterprise, and countermeasures by using this technique, and confirm that it is possible to quantitatively evaluate the effects. We suggest that the proposed method has potential to contribute to the business judgment in the make-to-order type small business with products and services by incorporating other objective functions |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | Vol.2014-MPS-98 No.24,Vol.2014-BIO-38 No.24 |
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| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2014/6/18(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Information-Based Induction Sciences and Machine Learning (IBISML) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Flexible job shop scheduling with weighted tardiness and setup worker load balance in make-to-order manufacturing |
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| 1st Author's Name | YASUHIKO MORINAGA |
| 1st Author's Affiliation | Nagoya University Graduate School of Environment Studies() |
| 2nd Author's Name | MASAHIRO NAGAO |
| 2nd Author's Affiliation | Nagoya University Graduate School of Environment Studies |
| 3rd Author's Name | MITSURU SANO |
| 3rd Author's Affiliation | Nagoya University Graduate School of Environment Studies |
| Date | 2014/6/18 |
| Paper # | Vol.2014-MPS-98 No.24,Vol.2014-BIO-38 No.24 |
| Volume (vol) | vol.114 |
| Number (no) | 105 |
| Page | pp.pp.- |
| #Pages | 7 |
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