By Marie Pelleau
Constraint Programming goals at fixing not easy combinatorial difficulties, with a computation time expanding in perform exponentially. The equipment are at the present time effective sufficient to resolve huge commercial difficulties, in a popular framework. besides the fact that, solvers are devoted to a unmarried variable kind: integer or genuine. fixing combined difficulties is determined by advert hoc differences. In one other box, summary Interpretation deals instruments to turn out application homes, via learning an abstraction in their concrete semantics, that's, the set of attainable values of the variables in the course of an execution. quite a few representations for those abstractions were proposed. they're known as summary domain names. summary domain names can combine any kind of variables, or even signify family among the variables.
In this paintings, we outline summary domain names for Constraint Programming, in order to construct a regular fixing procedure, facing either integer and genuine variables. We additionally examine the octagons summary area, already outlined in summary Interpretation. Guiding the quest via the octagonal family members, we receive sturdy effects on a continuing benchmark. We additionally outline our fixing technique utilizing summary Interpretation concepts, which will contain present summary domain names. Our solver, AbSolute, is ready to clear up combined difficulties and use relational domains.
- Exploits the over-approximation tips on how to combine AI instruments within the equipment of CP
- Exploits the relationships captured to unravel non-stop difficulties extra effectively
- Learn from the builders of a solver in a position to dealing with virtually all summary domains
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Abstract Domains in Constraint Programming by Marie Pelleau