English

Moments of the weighted Cantor measures

Functional Analysis 2019-08-16 v1 Probability

Abstract

Based on the seminal work of Hutchinson, we investigate properties of {\em α\alpha-weighted Cantor measures} whose support is a fractal contained in the unit interval. Here, α\alpha is a vector of nonnegative weights summing to 11, and the corresponding weighted Cantor measure μα\mu^\alpha is the unique Borel probability measure on [0,1][0,1] satisfying μα(E)=n=0N1αnμα(φn1(E)) \mu^\alpha(E) = \sum_{ n=0 }^{N-1} \alpha_n\mu^\alpha( \varphi_n^{-1}(E) ) where φn:x(x+n)/N\varphi_n: x\mapsto (x+n)/N. In Sections 1 and 2 we examine several general properties of the measure μα\mu^\alpha and the associated Legendre polynomials in Lμα2[0,1]L_{\mu^\alpha}^2[0,1]. In Section 3, we (1) compute the Laplacian and moment generating function of μα\mu^\alpha, (2) characterize precisely when the moments Im=[0,1]xmdμαI_m = \int_{[0,1]}x^m\,d\mu^\alpha exhibit either polynomial or exponential decay, and (3) describe an algorithm which estimates the first mm moments within uniform error ε\varepsilon in O((loglog(1/ε))mlogm)O( (\log\log(1/\varepsilon))\cdot m\log m ). We also state analogous results in the natural case where α\alpha is {\em palindromic} for the measure να\nu^{\alpha} attained by shifting μα\mu^{\alpha} to [1/2,1/2][-1/2,1/2].

Keywords

Cite

@article{arxiv.1908.05358,
  title  = {Moments of the weighted Cantor measures},
  author = {Steven N. Harding and Alexander W. N. Riasanovsky},
  journal= {arXiv preprint arXiv:1908.05358},
  year   = {2019}
}