Learning cycle length through finite automata
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 k that divides the cycle length. By \large" we mean that there is an unbounded increasing function f(n), such that either k is greater than f(n) or k is the exact cycle length. Our main results include that finding a large divisor of the cycle length can be solved in deterministic SPACE o(n) and TIME O(n), whereas finding the exact cycle length cannot be solved in deterministic TIME X SPACE smaller than (n2). Results involving probabilistic automata and applications to rate-distortion theory and repeated games are also discussed.
| Item Type | Article |
|---|---|
| Keywords | automaton-complexity,games with bounded complexity,rate distortion theory,sub-linear space algorithm |
| Departments | Mathematics |
| DOI | 10.1287/moor.1120.0582 |
| Date Deposited | 23 Nov 2012 12:01 |
| URI | https://researchonline.lse.ac.uk/id/eprint/47511 |