Reimer's inequality and tardos' conjecture

  • Authors:
  • Clifford Smyth

  • Affiliations:
  • School of (MATH)ematics Institute for Advanced Study, Princeton, NJ

  • Venue:
  • STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
  • Year:
  • 2002

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Abstract

(MATH) Let f: {0,1}n → {0,1} be a boolean function. For &egr;&roe; 0 De(f) be the minimum depth of a decision tree for f that makes an error for &xie;&egr; fraction of the inputs &khar; &Egr; {0,1}n. We also make an appropriate definition of the approximate certificate complexity of f, C&egr;(f). In particular, D0(f) and C0(f) are the ordinary decision and certificate complexities of f. It is known that $D_0(f) \leq (C_0(f))^2$. Answering a question of Tardos from 1989, we show that for all $\Ge 0$ there exists a $\Gd' 0$ such that for all $0 \leq \Gd 0$ is a constant independent of f. The algorithm used in the proof is modeled after those developed by R. Impagliazzo and S. Rudich for use in other problems.