Rough mereology: A new paradigm for approximate reasoning

被引：260
|
作者：
Polkowski, L [1 ]
Skowron, A [1 ]
机构：
[1] UNIV WARSAW, INST MATH, WARSAW, POLAND
来源：
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING | 1996年 / 15卷 / 04期
关键词：
mereology; rough sets; reasoning under uncertainty;
D O I：
10.1016/S0888-613X(96)00072-2
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We are concerned with formal models of reasoning under uncertainty. Many approaches to this problem are known in the literature: Dempster-Shafer theory, bayesian-based reasoning, belief networks, fuzzy logics, etc. We propose rough mereology as a foundation for approximate reasoning about complex objects. Our notion of a complex object includes approximate proofs understood as schemes constructed to support our assertions about the world on the basis of our incomplete or uncertain knowledge. (C) 1996 Elsevier Science Inc.
引用
收藏
页码：333 / 365
页数：33
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