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Parametric Presburger arithmetic: complexity of counting and quantifier elimination
Authors:Tristram Bogart  John Goodrick  Danny Nguyen  Kevin Woods
Abstract:We consider an expansion of Presburger arithmetic which allows multiplication by k parameters t 1 , , t k . A formula in this language defines a parametric set S t ? Z d as t varies in Z k , and we examine the counting function | S t | as a function of t . For a single parameter, it is known that | S t | can be expressed as an eventual quasi‐polynomial (there is a period m such that, for sufficiently large t, the function is polynomial on each of the residue classes mod m). We show that such a nice expression is impossible with 2 or more parameters. Indeed (assuming P NP ) we construct a parametric set S t 1 , t 2 such that | S t 1 , t 2 | is not even polynomial‐time computable on input ( t 1 , t 2 ) . In contrast, for parametric sets S t ? Z d with arbitrarily many parameters, defined in a similar language without the ordering relation, we show that | S t | is always polynomial‐time computable in the size of t , and in fact can be represented using the gcd and similar functions.
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