Multi-Site Aggregate Production Planning Using Particle Swarm Optimization
Aggregate planning is a crucial stage in the production process because it supports other processes. Careless production planning may cause production costs to spike sharply that hurts the company financially. This study explores the novel usage of particle swarm optimization (PSO) to discover a set...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Engineering, Project, and Production Management (EPPM)
2022-01-01
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| Series: | Journal of Engineering, Project, and Production Management |
| Subjects: | |
| Online Access: | http://www.ppml.url.tw/EPPM_Journal/volumns/12_01_January_2022/ID_356_12_1_62_69.pdf |
| _version_ | 1828341482967269376 |
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| author | Aji Prasetya Wibawa Wayan F. Mahmudy Agung Mustika Rizki Gusti Eka Yuliastuti Ishardita Pambudi Tama |
| author_facet | Aji Prasetya Wibawa Wayan F. Mahmudy Agung Mustika Rizki Gusti Eka Yuliastuti Ishardita Pambudi Tama |
| author_sort | Aji Prasetya Wibawa |
| collection | DOAJ |
| description | Aggregate planning is a crucial stage in the production process because it supports other processes. Careless production planning may cause production costs to spike sharply that hurts the company financially. This study explores the novel usage of particle swarm optimization (PSO) to discover a set of solutions among the objective of a multi-optimization problem in aggregate production planning. The study uses a small home textile industry with complex production processes of school uniforms as a case study. The results show that the production cost difference between actual data and the proposed method is IDR330,670,000. Thus, PSO can solve the multi-site aggregate planning by reducing the company production cost. |
| first_indexed | 2024-04-13T23:13:44Z |
| format | Article |
| id | doaj.art-1a361f7d20234825bb6e0a28994a8c89 |
| institution | Directory Open Access Journal |
| issn | 2221-6529 2223-8379 |
| language | English |
| last_indexed | 2024-04-13T23:13:44Z |
| publishDate | 2022-01-01 |
| publisher | Engineering, Project, and Production Management (EPPM) |
| record_format | Article |
| series | Journal of Engineering, Project, and Production Management |
| spelling | doaj.art-1a361f7d20234825bb6e0a28994a8c892022-12-22T02:25:28ZengEngineering, Project, and Production Management (EPPM)Journal of Engineering, Project, and Production Management2221-65292223-83792022-01-01121626910.32738/JEPPM-2022-0006Multi-Site Aggregate Production Planning Using Particle Swarm OptimizationAji Prasetya Wibawa0Wayan F. Mahmudy1Agung Mustika Rizki2Gusti Eka Yuliastuti3Ishardita Pambudi Tama4Electrical Engineering Department, Universitas Negeri MalangComputer Science, Faculty of Computer Science, Brawijaya UniversityComputer Science, Faculty of Computer Science, Brawijaya UniversityComputer Science, Faculty of Computer Science, Brawijaya UniversityIndustrial Engineering, Faculty of Engineering, Brawijaya UniversityAggregate planning is a crucial stage in the production process because it supports other processes. Careless production planning may cause production costs to spike sharply that hurts the company financially. This study explores the novel usage of particle swarm optimization (PSO) to discover a set of solutions among the objective of a multi-optimization problem in aggregate production planning. The study uses a small home textile industry with complex production processes of school uniforms as a case study. The results show that the production cost difference between actual data and the proposed method is IDR330,670,000. Thus, PSO can solve the multi-site aggregate planning by reducing the company production cost.http://www.ppml.url.tw/EPPM_Journal/volumns/12_01_January_2022/ID_356_12_1_62_69.pdfmulti-site aggregateparticle swarm optimization (pso)production planningoptimization |
| spellingShingle | Aji Prasetya Wibawa Wayan F. Mahmudy Agung Mustika Rizki Gusti Eka Yuliastuti Ishardita Pambudi Tama Multi-Site Aggregate Production Planning Using Particle Swarm Optimization Journal of Engineering, Project, and Production Management multi-site aggregate particle swarm optimization (pso) production planning optimization |
| title | Multi-Site Aggregate Production Planning Using Particle Swarm Optimization |
| title_full | Multi-Site Aggregate Production Planning Using Particle Swarm Optimization |
| title_fullStr | Multi-Site Aggregate Production Planning Using Particle Swarm Optimization |
| title_full_unstemmed | Multi-Site Aggregate Production Planning Using Particle Swarm Optimization |
| title_short | Multi-Site Aggregate Production Planning Using Particle Swarm Optimization |
| title_sort | multi site aggregate production planning using particle swarm optimization |
| topic | multi-site aggregate particle swarm optimization (pso) production planning optimization |
| url | http://www.ppml.url.tw/EPPM_Journal/volumns/12_01_January_2022/ID_356_12_1_62_69.pdf |
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