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Lifted Equailty Cuts for the Knapsack Equality Problem

机译:提升平等削减了背包平等问题

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This paper generates a new class of cuts for the multiple knapsack equality problem. By viewing the multiple knapsack equality problem as both a demand and a knapsack problem, lifted covers and anticovers can be compared. When their coefficients are equal, a lifted equality cut is created. An equality cut differs from a standard cut because every feasible integer point satisfies the equality. Thus, an equality cut is an improper cut as it defines the entire space. However, an equality cut can reduce the dimension of the linear relaxation space. A polynomial time algorithm is presented that finds lifted valid equalities. A small computational study generated millions of equality cuts in a branch and cut environment and reduced the solution time by an average of 15%.
机译:本文为多个背包平等问题产生了一类新的削减。通过观看多个背包平等问题,随着需求和背包问题,可以比较升降的封面和留置。当它们的系数相等时,创建提升的相等切割。平等切割与标准切割不同,因为每个可行的整数点满足平等。因此,平等切割是一个不当切割,因为它定义了整个空间。然而,平等切割可以减小线性松弛空间的尺寸。提出了多项式时间算法,其查找有效的有效平等。一个小型计算研究在分支和切割环境中产生了数百万的平等切口,并将解决时间降低了平均为15%。

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