A HYBRID ALGORITHM FOR OPTIMISING FACILITY LAYOUT
Despite the reported effectiveness of analytical algorithms in facility layout planning, a detailed literature survey suggests a lack of new analytical methods in recent years. This paper focuses on open space facilities layout planning that involves modules with constant aspect ratios. We propose a...
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Veröffentlicht in: | South African journal of industrial engineering 2015-05, Vol.26 (1), p.120-134 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Despite the reported effectiveness of analytical algorithms in facility layout planning, a detailed literature survey suggests a lack of new analytical methods in recent years. This paper focuses on open space facilities layout planning that involves modules with constant aspect ratios. We propose a construction-cum-improvement algorithm involving a novel combination of a boundary search-based heuristic placement and steepest descent-based analytical improvement. In the construction phase, the algorithm places a new module at the optimal location on the boundary of a previously constructed cluster of modules. In the improvement phase, the algorithm alternates between boundary search and steepest descent moves until it converges to a local optimum. Experiments with well-known test problems indicate that the proposed algorithm produced solutions superior both to published results and to those produced by VIP-PLANOPT, a popular, oft-cited and commercially available layout planning and optimisation software. |
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ISSN: | 1012-277X 2224-7890 2224-7890 |
DOI: | 10.7166/26-1-1013 |