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Using Geometric Techniques to Improve Dynamic Programming Algorithms for the Economic Lot-Sizing Problem and Extensions

机译:使用几何技术改进经济规划问题和扩展的动态规划算法

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摘要

textabstractIn this paper we discuss two basic geometric techniques that can be used to speed up certain types of dynamic programs. We first present the algorithms in a general form, and then we show how these techniques can be applied to the economic lot-sizing problem and extensions. Furthermore, it is illustrated that the geometric techniques can be used to give elegant and insightful proofs of structural results, like Wagner and Whitin's planning horizon theorem. Finally, we present results of computational experiments in which new algorithms for the economic lot-sizing problem are compared with each other, as well as with other algorithms from the literature.
机译:在本文中,我们讨论了可用于加速某些类型的动态程序的两种基本几何技术。我们首先以一般形式介绍算法,然后说明如何将这些技术应用于经济批量确定问题和扩展。此外,还说明了几何技术可用于给出结构结果的优雅而有见地的证明,例如Wagner和Whitin的规划视野定理。最后,我们给出了计算实验的结果,其中将针对经济批量问题的新算法与文献中的其他算法相互比较。

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