计算多面体的整数点

Rui-Juan Jing, M. M. Maza
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引用次数: 1

摘要

多面体集的整数点在数学科学的许多领域都很有趣,例如参见A. Schrijver[18]和A. Barvinok[3]的里程碑式教科书,以及文章汇编[4]。其中一个领域是计算机程序的分析和转换。例如,整数规划[6]被P. Feautrier用于For循环巢[7]的调度,Barvinok的计算多面体整数点的算法[2]被M. Köppe和S. Verdoolaege在[15]中用于回答诸如For循环巢触及多少内存位置之类的问题。1996年,W. Pugh提出了一种算法,称为Omega测试,用于测试多面体是否有整数点。在同一篇论文中,W. Pugh展示了如何使用Omega测试在for循环巢中执行依赖性分析[16]。在1986年,W. Pugh还建议,在没有说明正式算法的情况下,Omega测试可以用于消除Presburger公式上的量词。这一观察结果是本文工作的第一个动机。
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Computing the integer points of a polyhedron
The integer points of polyhedral sets are of interest in many areas of mathematical sciences, see for instance the landmark textbooks of A. Schrijver [18] and A. Barvinok [3], as well as the compilation of articles [4]. One of these areas is the analysis and transformation of computer programs. For instance, integer programming [6] is used by P. Feautrier in the scheduling of for-loop nests [7], Barvinok's algorithm [2] for counting integer points in polyhedra is adapted by M. Köppe and S. Verdoolaege in [15] to answer questions like how many memory locations are touched by a for-loop nest. In [16], W. Pugh proposes an algorithm, called the Omega Test, for testing whether a polyhedron has integer points. In the same paper, W. Pugh shows how to use the Omega Test for performing dependence analysis [16] in for-loop nests. In [17], W. Pugh also suggests, without stating a formal algorithm, that the Omega Test could be used for quantifier elimination on Presburger formulas. This observation is a first motivation for the work presented here.
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