一种求解设施布局问题的启发式新方法

R. Matai, S. P. Singh, M. L. Mittal
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引用次数: 7

摘要

本文提出了一种新的启发式方法来解决传统的二次分配问题(QAP)。本文将FLP问题表述为由设施对和位置对组成的线性分配问题。LAP本质上是线性的,可以有效地求解。LAP解提供了FLP相应QAP公式的下界。采用启发式方法从LAP解集求解FLP。在文献中选取的基准实例上对所提出的启发式算法进行了测试,并与文献中可用的其他启发式算法进行了比较。计算结果表明,所提出的启发式算法提供了高质量的近似解。该解可作为任何改进启发式的初始解,以获得FLP的最优/近最优解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new heuristic approach for solving facility layout problem
This paper proposes a new heuristic approach for solving facility layout problem (FLP) which is traditionally formulated as quadratic assignment problem (QAP). In this paper, FLP is formulated as linear assignment problem (LAP) consisting of facility pair and location pair. Being linear in nature LAP can be solved efficiently. Solution of LAP provides lower bound on corresponding QAP formulation of FLP. Heuristic procedure is applied to solve FLP from sets of LAP solution. Proposed heuristic is tested on benchmark instances taken from literature and compared with other heuristics available in literature. Computational results show that proposed heuristic provides a good quality approximate solution. This solution can be taken as initial solution for any improvement heuristic to get optimal/near optimal solution for FLP.
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