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Aggregate production planning using integrated fuzzymulti-objective optimization with ?-cut analysis |
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| รหัสดีโอไอ | |
| Creator | 1. Noppasorn Sutthibutr 2. Navee Chiadamrong |
| Title | Aggregate production planning using integrated fuzzymulti-objective optimization with ?-cut analysis |
| Publisher | Research and Development Office, Prince of Songkla University |
| Publication Year | 2564 |
| Journal Title | Songklanakarin Journal of Science and Technology (SJST) |
| Journal Vol. | 43 |
| Journal No. | 1 |
| Page no. | 283-294 |
| Keyword | aggregate production planning, possibilistic linear programming, fuzzy goal programming, ?-cut analysis |
| URL Website | https://rdo.psu.ac.th/sjstweb/index.php |
| ISSN | 0125-3395 |
| Abstract | Aggregate production planning when operating time, costs, customer demand, labor level, and machine capacity areuncertain is studied. This study optimizes the aggregate production plan, yielding the minimum total costs by using an integratedfuzzy multi-objective linear model with ??-Cut analysis. The proposed integrated approach simultaneously minimizes the mostpossible value of the total costs, maximizes the possibility of obtaining the lowest total costs, and minimizes the possibility ofobtaining higher total costs as multiple objectives. Then, the ?-Cut analysis is introduced to ensure decision makers that the outcomesatisfies their preferences based on a specified minimum allowed satisfaction value (?). The outcome of the study can show apossible range of total costs, yielding an optimal and acceptable plan under uncertainty. |
