Belief Change by Didier Dubois, Henri Prade (auth.), Didier Dubois, Henri


By Didier Dubois, Henri Prade (auth.), Didier Dubois, Henri Prade (eds.)

Belief switch is an rising box of synthetic intelligence and data technology devoted to the dynamics of data and the current publication presents a state of the art photo of its formal foundations. It offers with the addition, deletion and blend of items of data and, extra commonly, with the revision, updating and fusion of data bases. The ebook bargains an intensive assurance of, and seeks to reconcile, traditions within the kinematics of trust that frequently forget about one another - the symbolic and the numerical (often probabilistic) techniques. in addition, the paintings encompasses either revision and fusion difficulties, even if those also are generally investigated through diverse groups. ultimately, the e-book provides the numerical view of trust switch, past the probabilistic framework, masking such methods as hazard thought, trust capabilities and convex gambles.
The paintings therefore provides a unified view of trust switch operators, drawing from a commonly scattered literature embracing philosophical common sense, synthetic intelligence, uncertainty modelling and database structures. the fabric is a essentially organised advisor to the literature at the dynamics of epistemic states, wisdom bases and unsure info, appropriate for students and graduate scholars acquainted with utilized good judgment, wisdom illustration and unsure reasoning.

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A can be true). Grove's sphere systems can also be used for contraction. ,a]. The procedure is shown in Figure 4. Sphere-based contraction corresponds exactly to transitively relational partial meet contraction. Finally, it should be mentioned that relations of epistemic entrenchment can be expressed in sphere models in an elegant way, that has been investigated by Lindstrom and Rabinowicz [19911 Remember that a < {3, 'a is less entrenched than {3', indicates that the epistemic agent is more willing to give up a than to give up REVISION OF BELIEF SETS AND BELIEF BASES 45 Figure 3.

A holds. ,a possible, and the original belief state will therefore be unchanged. ,a] that is 1. ,a] is non-empty 2. ,a] is non-empty. Belief-contravening contraction is illustrated in Figure 3. Contraction performed according to this rule can be shown to correspond exactly to partial meet contraction. ,a] is added to [K] corresponds exactly to full meet contraction. ,a] (a 'point' on the surface) is added to [K] corresponds exactly to maxichoice contraction. ,a can be true). Grove's sphere systems can also be used for contraction.

It would not make sense to require that A + a be logically closed except when A is so. ) There is, however, a weaker form of closure postulate that is plausible for belief bases as well. To see that, let us consider a contraction operator + such that: {p,q,pVq}+p={q}. Here q is retained in the contracted set, and q implies p V q. Therefore, it was unnecessary to remove p V q, that is anyhow implied by the contracted set. More generally, original beliefs that are implied by the contracted set should be elements of the contracted set: Relative closure [Hansson, 1991b]: An Cn(A + a) ~ A + a.

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