A formal model through homogeneity theory of adaptive reasoning:

Abstract: "We address the problem of how to deal with inaccurate, incomplete and changing information. We proceed by formally comparing existing reasoning systems in order to precisely define which features are needed and which should be avoided. In order to do so, we construct a formal theory,...

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Hauptverfasser: Garigliano, Roberto (VerfasserIn), Long, Derek (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Oxford 1989
Schriftenreihe:Computing Laboratory <Oxford> / Programming Research Group: Technical monograph PRG 71
Schlagworte:
Zusammenfassung:Abstract: "We address the problem of how to deal with inaccurate, incomplete and changing information. We proceed by formally comparing existing reasoning systems in order to precisely define which features are needed and which should be avoided. In order to do so, we construct a formal theory, which we call homogeneity theory. The equivalence of the transformation rule of identity, for each reasoning system, to some expressions of homogeneity theory is proved. An order is then induced among the systems analysed using the expressions of homogeneity theory. Some natural criteria are formally defined in order to evaluate the respective power of the systems, which lead to a second order of the systems, embedded in the first
An intermediate model and finally the model, called adaptive reasoning system, are specified. They are proved to be stronger than the systems previously examined, according to the criteria defined. The central idea in the adaptive reasoning system is the attempt to recognize patterns of behaviour in sources of information, or areas of interest, and regulate the reliability of the sources and the stability of the areas accordingly. The adaptive reasoning system is equipped with yardsticks against which to judge and regulate its own performance.
Beschreibung:195 S.
ISBN:0902928538

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