TY - JOUR
T1 - Learning cycle length through finite automata
AU - Peretz, Ron
PY - 2013/8
Y1 - 2013/8
N2 - 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.
AB - 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.
KW - Automaton-complexity
KW - Games with bounded complexity
KW - Rate-distortion theory
KW - Sub-linear space algorithm
UR - http://www.scopus.com/inward/record.url?scp=84882962382&partnerID=8YFLogxK
U2 - 10.1287/moor.1120.0582
DO - 10.1287/moor.1120.0582
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AN - SCOPUS:84882962382
SN - 0364-765X
VL - 38
SP - 526
EP - 534
JO - Mathematics of Operations Research
JF - Mathematics of Operations Research
IS - 3
ER -