Counting problem (computability theory)

Counting problem (computability theory)

In computability theory, a counting problem is a type of computational problem. If "R" is a search problem then

:c_R(x)=vert{ymid R(x,y)}vert ,

is the corresponding counting function and

:#R={(x,y)mid yleq c_R(x)}

denotes the corresponding counting problem.

Note that "cR" is a search problem while #"R" is a decision problem, however "cR" can be "C" Cook reduced to #"R" (for appropriate "C") using a binary search (the reason #"R" is defined the way it is, rather than being the graph of "cR", is to make this binary search possible).

Counting complexity class

If "NC" is a complexity class associated with non-deterministic machines then "#C" = {"#R" | "R" ∈ "NC"} is the set of counting problems associated with each search problem in "NC". In particular, #P is the class of counting problems associated with NP search problems.

:planetmath|id=3439|title=counting problem:planetmath|id=3444|title=counting complexity class


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