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A New Subadditive Approach to Integer Programming

机译:整数规划的新次级方法

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摘要

The linear programming duality is well understood and the reduced cost of a column is frequently used in various algorithms. On the other hand, for integer programs it is not clear how to define a dual function even though the subadditive dual theory was developed a long time ago. In this work we propose a family of computationally tractable subadditive dual functions for integer programs. We develop a solution methodology that computes an optimal primal solution and an optimal subadditive dual function. We report computational results for set partitioning instances. To the best of our knowledge these are the first computational experiments on computing the optimal subadditive dual function.
机译:线性编程二元度很好地理解,并且频繁使用柱的降低成本在各种算法中。另一方面,对于整数程序,即使很久以前开发了源双向理论,也不清楚如何定义双重功能。在这项工作中,我们向整数程序提出了一系列计算贸易源的次级函数。我们开发了一种解决方法,计算最佳原始解决方案和最佳次级双重功能。我们报告设置分区实例的计算结果。据我们所知,这些是第一个计算最佳次级双重功能的计算实验。

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