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A Genetic Algorithm for the Unequal Area Facility Layout Problem

机译:一种遗传算法,但不等子地区设施布局问题

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1 Introduction This paper addresses the facility layout problem (FLP) with unequal areas, where a certain number of departments of specified areas has to be allocated on a given rectangular region with fixed dimensions. Since the facility layout and the material handling design have an important influence on the operating costs, minimizing the material handling costs is critical for the facility layout planner. Whereas the problem with equal areas can be modeled easily as a quadratic assignment problem (QAP), this does not hold for the problem with unequal areas. Hereby, the centroids are critical to calculate the distance between areas. Unfortunately, the centroids depend on the exact configuration selected and therefore, corresponding QAP formulations are less tractable than their equal-area counterparts [8].
机译:1简介本文通过不等地区讨论了设施布局问题(FLP),其中特定区域的一定数量必须在具有固定尺寸的给定矩形区域上分配给定的矩形区域。由于设施布局和材料处理设计对运营成本具有重要影响,因此最小化材料处理成本对于设施布局规划师至关重要。虽然可以像二次分配问题一样轻松建模相同的区域(QAP),但这不会对不平等的区域进行问题。因此,质心对于计算区域之间的距离至关重要。遗憾的是,质心取决于所选择的确切配置,因此,相应的QAP配方比其相等区域对应物的易腐烂较差[8]。

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