Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model
It can be deduced from previous studies that there exists a research gap in assembly line sequencing optimization model for mixed-model production lines. In particular, there is a lack of studies which focus on the integration between job shop and assembly lines using fuzzy techniques. Hence, this p...
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| Format: | Article |
| Language: | en |
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Hindawi Publishing Corporation
2014
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| Online Access: | http://umpir.ump.edu.my/id/eprint/6112/1/Multiobjective_Fuzzy_Mixed_Assembly_Line_Sequencing_Optimization_Model.pdf http://umpir.ump.edu.my/id/eprint/6112/ http://dx.doi.org/10.1155/2014/179085 |
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| author | Tahriri, Farzad Siti Zawiah, Md Dawal Zahari, Taha |
| author_facet | Tahriri, Farzad Siti Zawiah, Md Dawal Zahari, Taha |
| author_sort | Tahriri, Farzad |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | It can be deduced from previous studies that there exists a research gap in assembly line sequencing optimization model for mixed-model production lines. In particular, there is a lack of studies which focus on the integration between job shop and assembly lines using fuzzy techniques. Hence, this paper is aimed at addressing the multiobjective mixed-model assembly line sequencing problem by integrating job shop and assembly production lines for factories with modular layouts. The primary goal is to minimize the make-span, setup time, and cost simultaneously in mixed-model assembly lines. Such conflicting goals arise when switching between different products. A genetic algorithm (GA) approach is used to solve this problem, in which trapezoidal fuzzy numbers are implemented for variables such as operation and travelling time in order to generate results with higher accuracy and representative of real-case data. |
| format | Article |
| id | my.ump.umpir.6112 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2014 |
| publisher | Hindawi Publishing Corporation |
| record_format | eprints |
| spelling | my.ump.umpir.61122018-01-22T02:54:08Z http://umpir.ump.edu.my/id/eprint/6112/ Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model Tahriri, Farzad Siti Zawiah, Md Dawal Zahari, Taha TJ Mechanical engineering and machinery It can be deduced from previous studies that there exists a research gap in assembly line sequencing optimization model for mixed-model production lines. In particular, there is a lack of studies which focus on the integration between job shop and assembly lines using fuzzy techniques. Hence, this paper is aimed at addressing the multiobjective mixed-model assembly line sequencing problem by integrating job shop and assembly production lines for factories with modular layouts. The primary goal is to minimize the make-span, setup time, and cost simultaneously in mixed-model assembly lines. Such conflicting goals arise when switching between different products. A genetic algorithm (GA) approach is used to solve this problem, in which trapezoidal fuzzy numbers are implemented for variables such as operation and travelling time in order to generate results with higher accuracy and representative of real-case data. Hindawi Publishing Corporation 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6112/1/Multiobjective_Fuzzy_Mixed_Assembly_Line_Sequencing_Optimization_Model.pdf Tahriri, Farzad and Siti Zawiah, Md Dawal and Zahari, Taha (2014) Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model. Journal of Applied Mathematics. pp. 1-19. ISSN 1110-757X (print); 1687-0042 (online). (Published) http://dx.doi.org/10.1155/2014/179085 DOI: 10.1155/2014/179085 |
| spellingShingle | TJ Mechanical engineering and machinery Tahriri, Farzad Siti Zawiah, Md Dawal Zahari, Taha Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title | Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title_full | Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title_fullStr | Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title_full_unstemmed | Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title_short | Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model |
| title_sort | multiobjective fuzzy mixed assembly line sequencing optimization model |
| topic | TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/6112/1/Multiobjective_Fuzzy_Mixed_Assembly_Line_Sequencing_Optimization_Model.pdf http://umpir.ump.edu.my/id/eprint/6112/ http://dx.doi.org/10.1155/2014/179085 |
| url_provider | http://umpir.ump.edu.my/ |