货架空间分配问题的一种启发式方法

A. H. E. Binguler, Serol Bulkan, Mustafa Agaoglu
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引用次数: 4

摘要

货架空间分配问题是多约束背包问题的一种特殊形式。背包问题和SSAP的主要区别在于背包问题只有容量约束。由于SSAP的NP-hard复杂性,商业空间管理系统使用许多不同的启发式方法来分配货架空间。这些启发式通常基于简单的直观规则,可以很容易地在实践中使用来实现货架空间分配决策。本文提出了一种新的启发式算法,用于在有限货架空间和弹性因素等不同约束条件下,对不同产品进行合理的货架空间分配,以提高盈利能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Heuristic Approach for Shelf Space Allocation Problem
A shelf space allocation problem (SSAP) is a special form of multi constraint knapsack problem. The main difference between knapsack problem and SSAP is that a knapsack problem has only capacity constraints. Commercial space management systems use many different heuristic approaches for allocating shelf space due to NP-hard complexity of the SSAP. These heuristics are usually based on simple intuitive rules that could be easily used in practice to implement shelf space allocation decisions. In this paper, a new heuristic is developed to obtain good allocation of shelf space for different products in order to increase profitability under different constraints such as limited shelf space and elasticity factors.
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