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  • 标题:The Depth Irreducibility Hypothesis
  • 本地全文:下载
  • 作者:Periklis Papakonstantinou
  • 期刊名称:Electronic Colloquium on Computational Complexity
  • 印刷版ISSN:1433-8092
  • 出版年度:2014
  • 卷号:2014
  • 出版社:Universität Trier, Lehrstuhl für Theoretische Computer-Forschung
  • 摘要:

    We propose the following computational assumption: in general if we try to compress the depth of a circuit family (parallel time) more than a constant factor we will suffer super-quasi-polynomial blowup in the size (number of processors). This assumption is only slightly stronger than the popular assumption about the robustness of N C , and we observe that it has surprising consequences. Note also that the choice of super-quasi-polynomial blowup is the smallest bound that avoids the circuit class collapse of [Vol98].

    In this proposal we put our assumption in perspective, discuss its relation to the existing literature, and show that it has two important consequences. The first consequence is N C = S C , where N C is the class characterized by uniform circuits of poly-logarithmic depth and polynomial size, and S C is characterized by algorithms that run in poly-logarithmic space and polynomial time. For the second consequence we use an additional but mild complexity assumption to obtain a strong separation between the graph isomorphism GraphIso and the group isomorphism GroupIso problem. In particular, we show that GraphIso is not reducible to GroupIso using circuits of O ( log n ) depth.

  • 关键词:circuit depth ; depth irreducibility hypothesis ; Depth reduction ; parallel time speedup
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