Cycle Detection (Cycle Detection)

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Description

Cycle detection or cycle finding is the algorithmic problem of finding a cycle in a sequence of iterated function values.

Parameters

t_f: time to perform one evaluation of f
\mu: the starting index of the cycle
\lambda: the period of the cycle
M: number of values stored

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Sedgewick; Szymanski; and Yao 1982 $(\mu + \lambda)({1}+\Theta({1}/sqrt(M)))$ M Exact Deterministic Time & Space
Nivasch 2004 $O(\mu + \lambda)$ $O(logn)$ Exact Deterministic Time & Space
Floyd's tortoise and hare algorithm 1967 $O((\lambda + \mu)$ t_f) $O({1})$ Exact Deterministic Time
Brent's algorithm 1973 $O((\lambda + \mu)$ t_f) $O({1})$ Exact Deterministic Time
Gosper's algorithm 1978 $O((\lambda + \mu)$ log(\lambda + \mu) t_f) \Theta(log(\mu + \lambda)) Exact Deterministic Time & Space

Time Complexity graph

Cycle Detection - Time.png

Space Complexity graph

Cycle Detection - Space.png

Pareto Decades graph

Cycle Detection - Pareto Frontier.png

References/Citation

https://www.sciencedirect.com/science/article/pii/0304397585900441?via%3Dihub