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The divide-and-conquer framework: a suitable setting for domain decomposition methods of the future

机译:划分和征服框架:未来域分解方法的合适设置

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This paper was prompted by numerical experiments we performed, in which algorithms that Ismael Herrera Research Group previously developed (the DVS-BDDC) and are already available in the literature, yielded accelerations (or, speedups) many times larger (more than seventy in some examples already treated, but probably often much larger) than the number of processors used. Based on such outstanding results, this paper shows that believing that the ideal speedup is equal to the number of processors, has limited the performance-goal sought by researchers on domain decomposition methods (DDM) and has hindered much its development, thus far. Hence, an improved theory in which the speedup goal is based on the Divide and Conquer algorithmic paradigm, frequently considered as the leitmotiv of domain decomposition methods, is proposed as a suitable setting for the DDM of the future.
机译:本文由我们进行的数值实验提示,其中,其中伊斯马尔Herrera研究组以前开发的算法(DVS-BDDC)并在文献中可用,产生加速(或者加速)许多倍增(一些超过七十)比使用的处理器数量已经治疗,但可能往往大得多。根据此类未偿还的结果,本文认为,相信理想的加速等于处理器的数量,有限于研究人员对域分解方法(DDM)寻求的性能目标,并且已经阻碍了其发展的巨大发展。因此,提出了一种改进的理论,其中加速目标基于划分和征服算法范例,经常被认为是域分解方法的leitmotiv,作为未来DDM的合适设置。

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