Looking for efficiency, we study possible decompositions of global constraints, including the use of extra variables. We extend the distributed search algorithm ...
DCOPs sets including soft-alldifferent and soft-atmost global constraints. The first set of experiments considers binary random DCOPs with 10 variables and ...
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Including the binary decomposition of a soft global constraint does not cause extra difficulties in most DCOP solving algorithms (you are simply adding some ...
In this paper we propose to include soft global constraints in distributed constraint optimization problems (DCOPs). Looking for efficiency, we study possible ...
How including Soft Global in DCOPs? • Direct: put the soft global constraint as it is. • Nested: for contrac8ble soft global constraints. • Bounded‐arity: for ...
In this paper we propose to include soft global constraints in distributed constraint optimization problems (DCOPs). Looking for efficiency, we study possible ...
Bibliographic details on Including Soft Global Constraints in DCOPs.
A soft constraint does not need to be satisfied, but we would like it to be. Example: Over-constrained CSP with two soft constraints: x. 1 ∈ ...
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We believe that soft global constraints enhance DCOP expressivity. We propose three different ways to include soft global constraints in DCOPs and extend ...
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