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An improved linearization technique for a class of quadratic 0-1 programming problems

机译:一类二次0-1规划问题的改进线性化技术

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摘要

The recent research on linearization techniques for solving 0-1 quadratic programming problems focuses on providing concise models and tightening constraint bounds. In this paper, we propose a computational enhancement for a linearization technique to make the linearized model much faster to solve.We investigate the computational performance of the proposed approach, by comparing it with other linearization techniques on a class of 0-1 quadratic programming problems. We can further speed up the proposed technique by heuristically tightening the constraint bounds, as demonstrated by solving the uncapacitated single allocation p-hub median problem using the Civil Aeronautics Board data.
机译:用于解决0-1二次规划问题的线性化技术的最新研究重点在于提供简洁的模型和加强约束范围。本文针对线性化技术提出了一种计算增强方法,以使线性化模型的求解速度更快。通过将其与其他线性化技术进行比较,针对一类0-1二次规划问题,研究了该方法的计算性能。我们可以通过启发性地收紧约束范围来进一步加快提出的技术,这可以通过使用民航局的数据解决无能力的单分配p-hub中值问题来证明。

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