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Sorting algorithms for broadcast communications: mathematical analysis

机译:广播通信的排序算法:数学分析

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We study three algorithms for sorting under the broadcast communication model. Two algorithms are based on the maximum finding and the loser selection strategy, the third one is the naive strategy based on loser selection only. While a precise description of the algorithms can be found in the paper [15], we concentrate here on the mathematical aspects of the analysis. From these elementary considerations it follows that the average time complexities of the non-naive algorithms are Θ(n). We give precise expressions for the constants involved by writing them as contour integrals involving zeta functions. The numerical evaluation via residues leads to slowly converging series, and the acceleration of them is a non-trivial task that is done in a slightly more general fashion in order to fit all the applications.
机译:我们研究了广播通信模型下的三种排序算法。两种算法基于最大发现和失败者选择策略,第三种算法仅基于失败者选择的幼稚策略。虽然可以在论文[15]中找到对算法的精确描述,但我们在此集中于分析的数学方面。从这些基本考虑出发,可以得出结论,非幼稚算法的平均时间复杂度为Θ(n)。通过将它们写为涉及zeta函数的轮廓积分,可以给出所涉及常数的精确表达式。通过残差进行数值评估会导致序列逐渐收敛,并且加速它们是一项不平凡的任务,为了适应所有应用,它会以更为通用的方式完成。

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