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Constraint Programming objectives at fixing onerous combinatorial points, with a computation time rising in apply exponentially. The methods are in the meanwhile surroundings pleasant enough to unravel big industrial points, in a generic framework. However, solvers are dedicated to a single variable type: integer or precise. Fixing mixed points depends upon advert hoc transformations. In a single different space, Abstract Interpretation provides tools to point out program properties, by studying an abstraction of their concrete semantics, that is, the set of potential values of the variables all through an execution. Quite a few representations for these abstractions have been proposed. They’re known as abstract domains. Abstract domains can mix any kind of variables, and even characterize relations between the variables.
On this work, we define abstract domains for Constraint Programming, in order to assemble a generic fixing method, dealing with every integer and precise variables. We moreover analysis the octagons abstract space, already outlined in Abstract Interpretation. Guiding the search by the octagonal relations, we purchase good outcomes on a gentle benchmark. We moreover define our fixing method using Abstract Interpretation strategies, in order to include current abstract domains. Our solver, AbSolute, is able to treatment mixed points and use relational domains.
Exploits the over-approximation methods to mix AI tools in the methods of CPExploits the relationships captured to unravel regular points additional effectivelyLearn from the builders of a solver capable of coping with nearly all abstract domains
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