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A Shortest Path-Based Approach to the Multileaf Collimator Sequencing Problem

机译:基于路径的最短路径方法对多叶准直器测序问题的方法

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The multileaf collimator sequencing problem is an important component in effective cancer treatment delivery. The problem can be formulated as finding a decomposition of an integer matrix into a weighted sequence of binary matrices whose rows satisfy a consecutive ones property. Minimising the cardinality of the decomposition is an important objective and has been shown to be strongly NP-Hard, even for a matrix restricted to a single row. We show that in this latter case it can be solved efficiently as a shortest path problem, giving a simple proof that the one line problem is fixed-parameter tractable in the maximum intensity. This result was obtained recently by [9] with a complex construction. We develop new linear and constraint programming models exploiting this idea. Our approaches significantly improve the best known for the problem, bringing real-world sized problem instances within reach of complete methods.
机译:多叶准直器测序问题是有效癌症治疗递送的重要组成部分。可以将该问题配制成发现整数矩阵的分解成作为行的加权序列的行,其行满足连续的属性。最小化分解的基数是一个重要的目标,并且已经被证明是强烈的NP - 硬,即使对于限制为单行的矩阵,即使是矩阵。我们表明,在后一种情况下,它可以作为最短路径问题有效地解决,这是一个简单的证明,即一线问题是固定参数在最大强度的情况下。该结果最近通过[9]获得了复杂的结构。我们开发新的线性和约束编程模型,利用这个想法。我们的方法显着提高了对问题的最佳状态,使现实世界大小的问题实例在综合方法覆盖范围内。

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