Towards a rough mereology-based logic for approximate solution synthesis. Part

被引:3
作者
Komorowski J.A.N. [1 ]
Polkowski L.T. [2 ]
Skowron A. [3 ]
机构
[1] Department of Computer Systems and Telematics, University of Trondheim
[2] Institute of Mathematics, Warsaw University, 02-097 Warszawa
[3] Institute of Mathematics, Warsaw University of Technology, 00-650 Warszawa
关键词
Approximate reasoning; Mereology; Rough mereology; Rough sets; Synthesis of complex objects;
D O I
10.1023/A:1004900200790
中图分类号
学科分类号
摘要
We are concerned with formal models of reasoning under uncertainty. Many approaches to this problem are known in the literature e.g. Dempster-Shafer theory [29], [42], bayesian-based reasoning [21], [29], belief networks [29], many-valued logics and fuzzy logics [6], non-monotonic logics [29], neural network logics [14]. We propose rough mereology developed by the last two authors [22-25] as a foundation for approximate reasoning about complex objects. Our notion of a complex object includes, among others, proofs understood as schemes constructed in order to support within our knowledge assertions/hypotheses about reality described by our knowledge incompletely. © 1997 Kluwer Academic Publishers.
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页码:143 / 184
页数:41
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