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  1. Home > Articles & Issues >
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  3. Asymptotics of Divid ...
Conference paper

Asymptotics of Divide-And-Conquer Recurrences Via Iterated Function Systems

John Kieffer (1)
(1) Department of Electrical and Computer Engineering [Minneapolis]
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Imported on
January 31, 2017
Published on
December 31, 2011
Last modified on
March 31, 2025
Volume
DMTCS Proceedings vol. AQ, 23rd Intern. Meeting on Probabilistic, Combinatorial, and Asymptotic Methods for the Analysis of Algorithms (AofA'12)
Proceedings
DOI
10.46298/dmtcs.2983
License
https://about.hal.science/hal-authorisation-v1
National Science Foundation
0830457
Collaborative Research: Information Theory of Data Structures
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Asymptotics of Divide-And-Conquer Recurrences Via Iterated Function Systems

John Kieffer (1)
(1) Department of Electrical and Computer Engineering [Minneapolis]
Abstract
Let $k≥2$ be a fixed integer. Given a bounded sequence of real numbers $(a_n:n≥k)$, then for any sequence $(f_n:n≥1)$ of real numbers satisfying the divide-and-conquer recurrence $f_n = (k-mod(n,k))f_⌊n/k⌋+mod(n,k)f_⌈n/k⌉ + a_n, n ≥k$, there is a unique continuous periodic function $f^*:\mathbb{R}→\mathbb{R}$ with period 1 such that $f_n = nf^*(\log _kn)+o(n)$. If $(a_n)$ is periodic with period $k, a_k=0$, and the initial conditions $(f_i:1 ≤i ≤k-1)$ are all zero, we obtain a specific iterated function system $S$, consisting of $k$ continuous functions from $[0,1]×\mathbb{R}$ into itself, such that the attractor of $S$ is $\{(x,f^*(x)): 0 ≤x ≤1\}$. Using the system $S$, an accurate plot of $f^*$ can be rapidly obtained.
Keywords
  • [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]
  • [INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM]
  • [MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO]
  • [INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG]
  • divide-and-conquer recurrences
  • iterated function systems
  • IFS attractor
  • self-affine functions
Cited by

Source: OpenCitations

  • Exact and Asymptotic Solutions of a Divide-and-Conquer Recurrence Dividing at Half

    ACM Transactions on Algorithms

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    Journal reference : Volume 13, 2017, pp. 1-43

    DOI : 10.1145/3127585
  • A Universal Grammar-Based Code for Lossless Compression of Binary Trees

    IEEE Transactions on Information Theory

    Authors : Jie Zhang ORCID, En-Hui Yang ORCID, John C. Kieffer ORCID

    Journal reference : Volume 60, 2014, pp. 1373-1386

    DOI : 10.1109/tit.2013.2295392
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