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UPA Perpustakaan Universitas Jember

Approximation, solution operators and quantale-valued metrics

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A generalized solution operator is a mapping abstractly describing a computational
problem and its approximate solutions. It assigns a set of ε-approximations of a solution to
the problem instance f and accuracy of approximation ε. In this paper we study generalized
solution operators for which the accuracy of approximation is described by elements of
a complete lattice equipped with a compatible monoid structure, namely, a quantale. We
provide examples of computational problems for which the accuracy of approximation of a
solution is measured by such objects. We show that the sets of ε-approximations are, roughly,
closed balls with radii ε with respect to a certain family of quantale-valued generalized
metrics induced by a generalized solution operator.

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