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...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2014/179085 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832550318026522624 |
|---|---|
| author | Farzad Tahriri Siti Zawiah Md Dawal Zahari Taha |
| author_facet | Farzad Tahriri Siti Zawiah Md Dawal Zahari Taha |
| author_sort | Farzad Tahriri |
| collection | DOAJ |
| 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 | doaj-art-f77f51085dd4464c9406b6daf9cc8555 |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-f77f51085dd4464c9406b6daf9cc85552025-02-03T06:07:06ZengWileyJournal of Applied Mathematics1110-757X1687-00422014-01-01201410.1155/2014/179085179085Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization ModelFarzad Tahriri0Siti Zawiah Md Dawal1Zahari Taha2Department of Mechanical Engineering, Centre for Product Design and Manufacturing, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, MalaysiaDepartment of Mechanical Engineering, Centre for Product Design and Manufacturing, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, MalaysiaFaculty of Mechanical Engineering, Universiti Malaysia Pahang, 26600 Pekan, Pahang Darul Makmur, MalaysiaIt 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.http://dx.doi.org/10.1155/2014/179085 |
| spellingShingle | Farzad Tahriri Siti Zawiah Md Dawal Zahari Taha Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model Journal of Applied Mathematics |
| 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 |
| url | http://dx.doi.org/10.1155/2014/179085 |
| work_keys_str_mv | AT farzadtahriri multiobjectivefuzzymixedassemblylinesequencingoptimizationmodel AT sitizawiahmddawal multiobjectivefuzzymixedassemblylinesequencingoptimizationmodel AT zaharitaha multiobjectivefuzzymixedassemblylinesequencingoptimizationmodel |