Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization
In a manufacturing industry, establishment of the mass customization which is the management system that produces a product efficiently with diversification of a customer's request is pressing need. When the demand quantity is known, the new production plan system which performs mass custom...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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The Japan Society of Mechanical Engineers
2007-06-01
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| Series: | Journal of Advanced Mechanical Design, Systems, and Manufacturing |
| Subjects: | |
| Online Access: | https://www.jstage.jst.go.jp/article/jamdsm/1/3/1_3_319/_pdf/-char/en |
| _version_ | 1818107939588669440 |
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| author | Eri DOMOTO Koji OKUHARA Nobuyuki UENO Hiroaki ISHII |
| author_facet | Eri DOMOTO Koji OKUHARA Nobuyuki UENO Hiroaki ISHII |
| author_sort | Eri DOMOTO |
| collection | DOAJ |
| description | In a manufacturing industry, establishment of the mass customization which is the management system that produces a product efficiently with diversification of a customer's request is pressing need. When the demand quantity is known, the new production plan system which performs mass customization had already been presented. In this paper, when the demand quantity is unknown, we proposed the model of mass customization about production and inventory planning. A new model is formulated as a linear programming problem based on a MIN-MAX strategy. This model can be used when demand quantity is not given. In this paper, we use the particle swarm optimization which is one of the methods of optimization problem in order to solve this model. |
| first_indexed | 2024-12-11T02:07:26Z |
| format | Article |
| id | doaj.art-420cc76e255a481b9ab5bdbc1f5b1935 |
| institution | Directory Open Access Journal |
| issn | 1881-3054 |
| language | English |
| last_indexed | 2024-12-11T02:07:26Z |
| publishDate | 2007-06-01 |
| publisher | The Japan Society of Mechanical Engineers |
| record_format | Article |
| series | Journal of Advanced Mechanical Design, Systems, and Manufacturing |
| spelling | doaj.art-420cc76e255a481b9ab5bdbc1f5b19352022-12-22T01:24:21ZengThe Japan Society of Mechanical EngineersJournal of Advanced Mechanical Design, Systems, and Manufacturing1881-30542007-06-011331932710.1299/jamdsm.1.319jamdsmProduction Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm OptimizationEri DOMOTO0Koji OKUHARA1Nobuyuki UENO2Hiroaki ISHII3Department of Information and Physical Sciences, Graduate School of Information Science and Technology, Osaka UniversityDepartment of Information and Physical Sciences, Graduate School of Information Science and Technology, Osaka UniversitySchool of Business, Hiroshima Prefecture UniversityDepartment of Information and Physical Sciences, Graduate School of Information Science and Technology, Osaka UniversityIn a manufacturing industry, establishment of the mass customization which is the management system that produces a product efficiently with diversification of a customer's request is pressing need. When the demand quantity is known, the new production plan system which performs mass customization had already been presented. In this paper, when the demand quantity is unknown, we proposed the model of mass customization about production and inventory planning. A new model is formulated as a linear programming problem based on a MIN-MAX strategy. This model can be used when demand quantity is not given. In this paper, we use the particle swarm optimization which is one of the methods of optimization problem in order to solve this model.https://www.jstage.jst.go.jp/article/jamdsm/1/3/1_3_319/_pdf/-char/enmass customizationdemand distributionunknown demand quantityproduction and inventory planningparticle swarm optimization |
| spellingShingle | Eri DOMOTO Koji OKUHARA Nobuyuki UENO Hiroaki ISHII Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization Journal of Advanced Mechanical Design, Systems, and Manufacturing mass customization demand distribution unknown demand quantity production and inventory planning particle swarm optimization |
| title | Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization |
| title_full | Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization |
| title_fullStr | Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization |
| title_full_unstemmed | Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization |
| title_short | Production Planning System with Multi-Stages for Controlling Bullwhip Effect by Using Particle Swarm Optimization |
| title_sort | production planning system with multi stages for controlling bullwhip effect by using particle swarm optimization |
| topic | mass customization demand distribution unknown demand quantity production and inventory planning particle swarm optimization |
| url | https://www.jstage.jst.go.jp/article/jamdsm/1/3/1_3_319/_pdf/-char/en |
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