Improved Pseudorandom Generators for Combinatorial Rectangles

We construct a pseudorandom generator which uses bits and approximates the volume of any combinatorial rectangle in to within error. This improves on the previous construction using bits by Armoni, Saks, Wigderson, and Zhou [4]. For a subclass of rectangles with at most nontrivial dimensions and each dimension being an interval, we also give a pseudorandom generator using bits. This again improves the previous upper bound by Chari, Rohatgi, and Srinivasan [5].

[1]  Noga Alon,et al.  Simple Construction of Almost k-wise Independent Random Variables , 1992, Random Struct. Algorithms.

[2]  Noga Alon,et al.  A Fast and Simple Randomized Parallel Algorithm for the Maximal Independent Set Problem , 1985, J. Algorithms.

[3]  Noam Nisan,et al.  Pseudorandomness for network algorithms , 1994, STOC '94.

[4]  Noam Nisan,et al.  Randomness is Linear in Space , 1996, J. Comput. Syst. Sci..

[5]  Noam Nisan,et al.  Pseudorandom generators for space-bounded computation , 1992, Comb..

[6]  Michael E. Saks,et al.  Efficient construction of a small hitting set for combinatorial rectangles in high dimension , 1997, Comb..

[7]  Noam Nisan,et al.  Extracting randomness: how and why. A survey , 1996, Proceedings of Computational Complexity (Formerly Structure in Complexity Theory).

[8]  Michael Luby A Simple Parallel Algorithm for the Maximal Independent Set Problem , 1986, SIAM J. Comput..

[9]  Aravind Srinivasan,et al.  Improved Algorithms via Approximations of Probability Distributions , 2000, J. Comput. Syst. Sci..

[10]  Moni Naor,et al.  Small-Bias Probability Spaces: Efficient Constructions and Applications , 1993, SIAM J. Comput..

[11]  Oded Goldreich,et al.  Efficient approximation of product distributions , 1998 .

[12]  Amnon Ta-Shma,et al.  Loss-less condensers, unbalanced expanders, and extractors , 2001, STOC '01.

[13]  Aravind Srinivasan,et al.  Approximating hyper-rectangles: learning and pseudo-random sets , 1997, STOC '97.

[14]  Michael E. Saks,et al.  Discrepancy sets and pseudorandom generators for combinatorial rectangles , 1996, Proceedings of 37th Conference on Foundations of Computer Science.

[15]  Noam Nisan,et al.  Approximations of general independent distributions , 1992, STOC '92.

[16]  Ran Raz,et al.  Extracting all the randomness and reducing the error in Trevisan's extractors , 1999, STOC '99.