A valuation-based language for expert systems
International Journal of Approximate Reasoning
Abstracting soft constraints: framework, properties, examples
Artificial Intelligence
Information Algebras: Generic Structures for Inference
Information Algebras: Generic Structures for Inference
Semiring induced valuation algebras: Exact and approximate local computation algorithms
Artificial Intelligence
Soft constraint abstraction based on semiring homomorphism
Theoretical Computer Science
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In this paper we study the relationship between ordering structures on semirings and semiring-induced valuation algebras. We show that a semiring-induced valuation algebra is a complete (resp. continuous) lattice if and only if the semiring is complete (resp. continuous) lattice with respect to the reverse order-relation on semirings. Furthermore, a semiring-induced information algebra is compact, if the dual of the semiring is an algebraic lattice.