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首页> 外文期刊>International Journal of Industrial Engineering Computations >A simulated annealing algorithm for unequal area dynamic facility layout problems with flexible bay structure
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A simulated annealing algorithm for unequal area dynamic facility layout problems with flexible bay structure

机译:具有挠性海湾结构的不等面积动态设施布局问题的模拟退火算法

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In this article, we propose Simulated Annealing (SA) heuristic to solve Unequal Area Dynamic Facility Layout Problem (FBS) with Flexible Bay Structure (UA-DFLPs with FBS). The UA-DFLP with FBS is the problem of determining the facilities dimension and their location coordinates with flexible bays formation in the layout for various periods of the planning horizon. The UA-DFLP with FBS is more constrained than general UA-DFLP and it is an NP-complete problem. The proposed SA is tested with the available UA-DFLPs instances in the literature. The proposed SA heuristic has given new best solution or the same solution for FBS based problems as compared with the best-known reported in the UA-DFLPs with FBS literature. The proposed SA heuristic is also tested on standard UA-DFLPs used in non-FBS approaches. The SA heuristic solution is not significantly different from the best solution reported in the literature for non-FBS approaches. Equal area DFLP instances are also solved with the proposed SA and the results obtained are promising with the solutions reported in the literature. Hence the results obtained indicate that the proposed SA for UA-DFLP with FBS is effective and versatile for both equal and unequal area dynamic facility layout problems. The computational efficiency of the proposed SA heuristic is very much competitive as compared to other meta-heuristics computational timings reported in the literature.
机译:在本文中,我们提出了模拟退火(SA)启发式方法,以解决带有挠性海湾结构(UA-DFLP和FBS)的不等面积动态设施布局问题(FBS)。带有FBS的UA-DFLP的问题在于,在规划阶段的各个时期中,通过布局中的灵活间隔形成来确定设施尺寸及其位置坐标。带有FBS的UA-DFLP比一般的UA-DFLP受更严格的约束,这是一个NP完全问题。建议的SA已使用文献中可用的UA-DFLP实例进行了测试。与基于FBS文献的UA-DFLP中最著名的报告相比,拟议的SA启发式方法为基于FBS的问题提供了新的最佳解决方案或相同的解决方案。提议的SA启发式方法也在非FBS方法中使用的标准UA-DFLP上进行了测试。 SA启发式解决方案与文献中针对非FBS方法的最佳解决方案没有显着差异。同样面积的DFLP实例也可以通过提出的SA解决,并且所获得的结果在文献报道的解决方案中很有希望。因此,获得的结果表明,针对带FBS的UA-DFLP的拟议SA是有效且通用的,适用于相等和不相等的面积动态设施布局问题。与文献中报道的其他元启发式计算时序相比,拟议的SA启发式算法的计算效率极具竞争力。

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