Download e-book for iPad: Abstract Domains in Constraint Programming by Marie Pelleau
By Marie Pelleau
Constraint Programming goals at fixing demanding combinatorial difficulties, with a computation time expanding in perform exponentially. The tools are at the present time effective adequate to unravel huge commercial difficulties, in a familiar framework. even though, solvers are devoted to a unmarried variable style: integer or actual. fixing combined difficulties depends upon advert hoc changes. In one other box, summary Interpretation bargains instruments to end up application houses, by means of learning an abstraction in their concrete semantics, that's, the set of attainable values of the variables in the course of an execution. numerous representations for those abstractions were proposed. they're referred to as summary domain names. summary domain names can combine any form of variables, or even symbolize kin among the variables.
In this paintings, we outline summary domain names for Constraint Programming, to be able to construct a regular fixing approach, facing either integer and actual variables. We additionally learn the octagons summary area, already outlined in summary Interpretation. Guiding the hunt via the octagonal family, we receive strong effects on a continuing benchmark. We additionally outline our fixing process utilizing summary Interpretation suggestions, so one can comprise latest summary domain names. Our solver, AbSolute, is ready to remedy combined difficulties and use relational domains.
- Exploits the over-approximation tips on how to combine AI instruments within the tools of CP
- Exploits the relationships captured to resolve non-stop difficulties extra effectively
- Learn from the builders of a solver able to dealing with essentially all summary domains
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Abstract Domains in Constraint Programming by Marie Pelleau