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  • 标题:A note on the hardness of the characteristic polynomial
  • 本地全文:下载
  • 作者:Meena Mahajan, V. Vinay
  • 期刊名称:Electronic Colloquium on Computational Complexity
  • 印刷版ISSN:1433-8092
  • 出版年度:2000
  • 卷号:2000
  • 出版社:Universität Trier, Lehrstuhl für Theoretische Computer-Forschung
  • 摘要:In this note, we consider the problem of computing the coefficients of the characteristic polynomial of a given matrix, and the related problem of verifying the coefficents. Santha and Tan [CC98] show that verifying the determinant (the constant term in the characteristic polynomial) is complete for the class C=L, and ask whether verification becomes easier if all coefficients are given. Hoang and Thierauf [CCC00] answer this negatively; they show that verifying all coefficients is also complete for C=L. One of our main contributions here is a considerably simplified proof of this latter result. Our simplified proof is combinatorial, as opposed to the algebraic proof of HT. It is well known [Damm, Toda, Vinay, Valiant] that computing the determinant i.e.\ the constant term of the characteristic polynomial is hard for \gapl. On the other hand, the coefficients of high degree terms are trivial or easy to compute. Thus one may ask the question as to how many coefficients are easy to compute. We partially answer this question by showing that, for an n x n matrix: 1. For constant k, computing the coefficient of x^{n-k} is in TC_0. 2. For constant c and for k in O((\log n)^c), the coefficient of x^{n-k} can be computed by polynomial size threshold circuits of O(\log \log n) depth. 3. For any fixed 0 < \epsilon \le 1, computing the coefficient of x^{n-n^{\epsilon}} is hard for GapL. Verifying it is hard for C=L.
  • 关键词:Characteristic Polynomial, determinant, gapl, Hardness, verification
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