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GOLDEN SECTION SEARCH AND HYBRID TABU SEARCH-SIMULATED ANNEALING FOR LAYOUT DESIGN OF UNEQUAL-SIZED FACILITIES WITH FIXED INPUT AND OUTPUT POINTS.
- Source :
-
International Journal of Industrial Engineering . 2018, Vol. 25 Issue 3, p297-315. 19p. - Publication Year :
- 2018
-
Abstract
- The facility layout problem involves the positioning of facilities in order to minimize the total travel distance. This study deals with a layout design of unequal-sized facilities with fixed input and output points. Because a mixed integer-programming model cannot solve large-sized problems in a reasonable amount of computational time, a heuristic algorithm composed of a placing method based on golden section search and hybrid tabu search-simulated annealing is developed. In the placing method, facilities are sequentially arranged by a given sequence, and the optimal coordinates of facilities are determined using the golden section search. To find the sequence that yields the minimum total travel distance, the hybrid tabu search-simulated annealing is developed. Computational experiments show that the proposed algorithm generates the optimal layout result for test problems with fewer than six facilities and improves the best-known results from Xiao et al.(2013) in a shorter time. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10724761
- Volume :
- 25
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- International Journal of Industrial Engineering
- Publication Type :
- Academic Journal
- Accession number :
- 132768168