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A soft global precedence constraint

Acceso Cerrado
ID Minciencias: CAP_LIB-0000094285-28
Ranking: CAP_LIB-GC_CAP_LIB

Abstract:

Hard and soft precedence constraints play a key role in many application domains. In telecommunications, one application is the configuration of callcontrol feature subscriptions where the task is to sequence a set of user-selected features subject to a set of hard (catalogue) precedence constraints and a set of soft (user-selected) precedence constraints. When no such consistent sequence exists, the task is to find an optimal relaxation by discarding some features or user precedences. For this purpose, we present the global constraint SOFTPREC. Enforcing Generalized Arc Consistency (GAC) on SOFTPREC is NP-complete. Therefore, we approximate GAC based on domain pruning rules that follow from the semantics of SOFTPREC; this pruning is polynomial. Empirical results demonstrate that the search effort required by SOFTPREC is up to one order of magnitude less than the previously known best CP approach for the feature subscription problem. SOFTPREC is also applicable to other problem domains including minimum cutset problems for which initial experiments confirm the interest.

Tópico:

Constraint Satisfaction and Optimization

Citaciones:

Citations: 4
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Información de la Fuente:

FuenteInternational Joint Conference on Artificial Intelligence
Cuartil año de publicaciónNo disponible
VolumenNo disponible
IssueNo disponible
Páginas566 - 571
pISSNNo disponible
ISSNNo disponible

Enlaces e Identificadores:

Minciencias IDCAP_LIB-0000094285-28Scienti ID0000094285-28Openalex URLhttps://openalex.org/W140067546
Scienti URLhttp://ijcai.org/papers09/Papers/IJCAI09-100.pdf
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