English

A multiplicatively symmetrized version of the Chung-Diaconis-Graham random process

Probability 2021-03-31 v3

Abstract

This paper considers random processes of the form Xn+1=anXn+bn(modp)X_{n+1}=a_nX_n+b_n \pmod p where pp is odd, X0=0X_0=0, (a0,b0),(a1,b1),(a2,b2),...(a_0,b_0), (a_1,b_1), (a_2,b_2),... are i.i.d., and ana_n and bnb_n are independent with P(an=2)=P(an=(p+1)/2)=1/2P(a_n=2)=P(a_n=(p+1)/2)=1/2 and P(bn=1)=P(bn=0)=P(bn=1)=1/3P(b_n=1)=P(b_n=0)=P(b_n=-1)=1/3. This can be viewed as a multiplicatively symmetrized version of a random process of Chung, Diaconis, and Graham. This paper shows that order (logp)2(\log p)^2 steps suffice for XnX_n to be close to uniformly distributed on the integers mod pp for all odd pp while order (logp)2(\log p)^2 steps are necessary for XnX_n to be close to uniformly distributed on the integers mod pp.

Keywords

Cite

@article{arxiv.2007.09126,
  title  = {A multiplicatively symmetrized version of the Chung-Diaconis-Graham random process},
  author = {Martin Hildebrand},
  journal= {arXiv preprint arXiv:2007.09126},
  year   = {2021}
}