Learning cycle length through finite automata

Research output: Contribution to journalArticlepeer-review

Abstract

We study the space-and-time automaton-complexity of two related problems concerning the cycle length of a periodic stream of input bits. One problem is to find the exact cycle length of a periodic stream of input bits provided that the cycle length is bounded by a known parameter n. The other problem is to find a large number Κ that divides the cycle length. By "large" we mean that there is an unbounded increasing function f 4n5, such that either Κ is greater than f 4n5 or Κ is the exact cycle length. Our main results include that finding a large divisor of the cycle length can be solved in deterministic linear TIME and sub-linear SPACE, whereas finding the exact cycle length cannot be solved in deterministic TIME SPACE smaller than a constant times n squared. Results involving probabilistic automata and applications to rate-distortion theory and repeated games are also discussed.

Original languageEnglish
Pages (from-to)526-534
Number of pages9
JournalMathematics of Operations Research
Volume38
Issue number3
DOIs
StatePublished - Aug 2013
Externally publishedYes

Keywords

  • Automaton-complexity
  • Games with bounded complexity
  • Rate-distortion theory
  • Sub-linear space algorithm

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • General Mathematics
  • Management Science and Operations Research

Fingerprint

Dive into the research topics of 'Learning cycle length through finite automata'. Together they form a unique fingerprint.

Cite this