Methods of combination are used to synthesize pieces of evidence of equal standing that represent different aspects of a specific system about which a diagnosis is to be made. Combination is distinct from consensus, when complete diagnoses rendered by different knowledge sources require synthesis, a
An algebraic approach to belief contraction and nonmonotonic entailment
β Scribed by Lee Flax
- Publisher
- Elsevier Science
- Year
- 2007
- Tongue
- English
- Weight
- 208 KB
- Volume
- 5
- Category
- Article
- ISSN
- 1570-8683
No coin nor oath required. For personal study only.
β¦ Synopsis
The approach of AlchourrΓ³n, GΓ€rdenfors and Makinson to belief contraction is treated algebraically. This is then used to give an algebraic treatment of nonmonotonic entailment in the context of a belief set. The algebra used is a preboolean algebra whose elements are sets of sentences and whose order relation is restricted entailment. Under plausible assumptions restricted entailment is computable. It can also be shown that ordinary entailment can be retrieved from the family of entailments with finite restrictions. Nonmonotonic closure or consequence C, defined algebraically, satisfies inclusion, supraclassicality and distribution, but satisfaction of idempotency and cumulativity depend on certain conditions being fulfilled. Casting the notions of belief contraction and nonmonotonic entailment in algebraic formalism facilitates the understanding and analysis of these ideas. For example, necessary and sufficient conditions are given for nonmonotonic closure to be equal to ordinary closure: C = Cn.
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