Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis
Aggregate production planning when operating time, costs, customer demand, labor level, and machine capacity are uncertain is studied. This study optimizes the aggregate production plan, yielding the minimum total costs by using an integrated fuzzy multi-objective linear model with 𝛼-Cut analysis....
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Prince of Songkla University
2021-02-01
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| Series: | Songklanakarin Journal of Science and Technology (SJST) |
| Subjects: | |
| Online Access: | http://rdo.psu.ac.th/sjstweb/journal/43-1/37.pdf |
| _version_ | 1818379679716868096 |
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| author | Noppasorn Sutthibutr Navee Chiadamrong |
| author_facet | Noppasorn Sutthibutr Navee Chiadamrong |
| author_sort | Noppasorn Sutthibutr |
| collection | DOAJ |
| description | Aggregate production planning when operating time, costs, customer demand, labor level, and machine capacity are
uncertain is studied. This study optimizes the aggregate production plan, yielding the minimum total costs by using an integrated
fuzzy multi-objective linear model with 𝛼-Cut analysis. The proposed integrated approach simultaneously minimizes the most
possible value of the total costs, maximizes the possibility of obtaining the lowest total costs, and minimizes the possibility of
obtaining higher total costs as multiple objectives. Then, the α-Cut analysis is introduced to ensure decision makers that the outcome
satisfies their preferences based on a specified minimum allowed satisfaction value (α). The outcome of the study can show a
possible range of total costs, yielding an optimal and acceptable plan under uncertainty. |
| first_indexed | 2024-12-14T02:06:38Z |
| format | Article |
| id | doaj.art-e9626602a73842929f1b832d2d335984 |
| institution | Directory Open Access Journal |
| issn | 0125-3395 |
| language | English |
| last_indexed | 2024-12-14T02:06:38Z |
| publishDate | 2021-02-01 |
| publisher | Prince of Songkla University |
| record_format | Article |
| series | Songklanakarin Journal of Science and Technology (SJST) |
| spelling | doaj.art-e9626602a73842929f1b832d2d3359842022-12-21T23:20:53ZengPrince of Songkla UniversitySongklanakarin Journal of Science and Technology (SJST)0125-33952021-02-0143128329410.14456/sjst-psu.2021.37Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysisNoppasorn Sutthibutr0Navee Chiadamrong1School of Manufacturing Systems and Mechanical Engineering, Sirindhorn International Institute of Technology, Thammasat University, Khlong Luang, Pathum Thani, 12121 ThailandSchool of Manufacturing Systems and Mechanical Engineering, Sirindhorn International Institute of Technology, Thammasat University, Khlong Luang, Pathum Thani, 12121 ThailandAggregate production planning when operating time, costs, customer demand, labor level, and machine capacity are uncertain is studied. This study optimizes the aggregate production plan, yielding the minimum total costs by using an integrated fuzzy multi-objective linear model with 𝛼-Cut analysis. The proposed integrated approach simultaneously minimizes the most possible value of the total costs, maximizes the possibility of obtaining the lowest total costs, and minimizes the possibility of obtaining higher total costs as multiple objectives. Then, the α-Cut analysis is introduced to ensure decision makers that the outcome satisfies their preferences based on a specified minimum allowed satisfaction value (α). The outcome of the study can show a possible range of total costs, yielding an optimal and acceptable plan under uncertainty.http://rdo.psu.ac.th/sjstweb/journal/43-1/37.pdfaggregate production planningpossibilistic linear programmingfuzzy goal programmingα-cut analysis |
| spellingShingle | Noppasorn Sutthibutr Navee Chiadamrong Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis Songklanakarin Journal of Science and Technology (SJST) aggregate production planning possibilistic linear programming fuzzy goal programming α-cut analysis |
| title | Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis |
| title_full | Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis |
| title_fullStr | Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis |
| title_full_unstemmed | Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis |
| title_short | Aggregate production planning using integrated fuzzy multi-objective optimization with α-cut analysis |
| title_sort | aggregate production planning using integrated fuzzy multi objective optimization with α cut analysis |
| topic | aggregate production planning possibilistic linear programming fuzzy goal programming α-cut analysis |
| url | http://rdo.psu.ac.th/sjstweb/journal/43-1/37.pdf |
| work_keys_str_mv | AT noppasornsutthibutr aggregateproductionplanningusingintegratedfuzzymultiobjectiveoptimizationwithacutanalysis AT naveechiadamrong aggregateproductionplanningusingintegratedfuzzymultiobjectiveoptimizationwithacutanalysis |