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  • 标题:Complexity Lower Bounds through Balanced Graph Properties
  • 本地全文:下载
  • 作者:Guy Moshkovitz
  • 期刊名称:Electronic Colloquium on Computational Complexity
  • 印刷版ISSN:1433-8092
  • 出版年度:2011
  • 卷号:2011
  • 出版社:Universität Trier, Lehrstuhl für Theoretische Computer-Forschung
  • 摘要:

    In this paper we present a combinatorial approach for proving complexity lower bounds. We mainly focus on the following instantiation of it. Consider a pair of properties of m-edge regular hypergraphs. Suppose they are ``indistinguishable'' with respect to hypergraphs with m−t edges, in the sense that every such hypergraph has the same number of super-hypergraphs satisfying each property. Roughly speaking, we show that finding a pair of distinct such properties implies an m(t−1) lower bound on the rank of explicit tensors.

    We also show, albeit non-explicitly, that near-optimal rank lower bounds can be obtained in this manner. Furthermore, we consider the t=2 case and prove that it already implies non-trivial lower bounds. In particular, we derive a (tight) lower bound of 3n2 on the rank of nnn tensors naturally associated with hypergraph forests (which apparently was not known before; in fact, our bound also applies to the so-called border rank, and as such, is not far from the best lower bounds known).

  • 关键词:arithmetic circuits; Hypergraphs; lower bounds; tensor rank
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