A Mixed-Integer Model With Genetic Algorithm for Multi-Objective Assembly Line Balancing Problem in Fuzzy Manufacturing Environment
| Research Area: | Volume 4 Issue 1, Jan. 2015 | Year: | 2015 |
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| Type of Publication: | Article | Keywords: | Assembly Line Balancing, Fuzzy, Genetic Algorithm, Mixed Integer Programming |
| Authors: |
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| Journal: | IJEIR | Volume: | 4 |
| Number: | 1 | Pages: | 172-178 |
| Month: | Jan.-Feb. | ||
| ISSN: | 2277-5668 | ||
| Abstract: | In this paper, a multi-objective assembly line
balancing problem (ALBP) is considered by assuming the
fuzzy process time. The objective is minimizing a weighted
sum of two contrast and classical criteria in literature as
cycle time and the number of stations. A mixed-integer model
is proposed for solving this problem. As the ALBP is NPhard
problem, genetic algorithm (GA) with a novel
representation is proposed for large-scaled problem. A
number of small-sized problems were considered to optimally
solve in order to verify the performance of the proposed
model. The obtained results present that the efficiency of the
proposed model and the ability of developed GA to achieve
optimal solution in reasonable time. |
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Full text:
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IJEIR-1387_final.pdf
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