DA2 merging operators

被引:120
作者
Konieczny, S
Lang, J
Marquis, P
机构
[1] Univ Toulouse 3, CNRS, IRIT, F-31062 Toulouse, France
[2] Univ Sci & Tech Lille Flandres Artois, CNRS, CRIL, F-62307 Lens, France
关键词
knowledge representation; belief merging; computational complexity;
D O I
10.1016/j.artint.2004.04.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new framework for propositional merging is presented. DA(2) merging operators, parameterized by a distance between interpretations and two aggregation functions, are introduced. Many distances and aggregation functions can be used and many merging operators already defined in the literature (including both model-based ones and syntax-based ones) can be encoded as specific DA(2) operators. Both logical and complexity properties of those operators are studied. An important result is that (under very weak assumptions) query entailment from merged bases is "only" at the first level of the polynomial hierarchy when any of the DA(2) operators is used. As a by-product, complexity results for several existing merging operators are derived as well. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:49 / 79
页数:31
相关论文
共 39 条
[1]   ON THE LOGIC OF THEORY CHANGE - PARTIAL MEET CONTRACTION AND REVISION FUNCTIONS [J].
ALCHOURRON, CE ;
GARDENFORS, P ;
MAKINSON, D .
JOURNAL OF SYMBOLIC LOGIC, 1985, 50 (02) :510-530
[2]  
[Anonymous], THESIS U LIEGE
[3]  
[Anonymous], 1998, KR 98
[4]  
Baral C., 1992, Computational Intelligence, V8, P45, DOI 10.1111/j.1467-8640.1992.tb00337.x
[5]  
Baral C., 1991, IEEE Transactions on Knowledge and Data Engineering, V3, P208, DOI 10.1109/69.88001
[6]   Some Syntactic Approaches to the Handling of Inconsistent Knowledge Bases: A Comparative Study Part 1: the Flat Case [J].
Benferhat S. ;
Dubois D. ;
Prade H. .
Studia Logica, 1997, 58 (1) :17-45
[7]  
BLOCH I, 2001, INT J INTELL SYST, V16, P1107, DOI DOI 10.1002/INT1052
[8]  
BREWKA G, 1989, P 11 INT JOINT C ART, P1043
[9]   THE COMPUTATIONAL-COMPLEXITY OF PROPOSITIONAL STRIPS PLANNING [J].
BYLANDER, T .
ARTIFICIAL INTELLIGENCE, 1994, 69 (1-2) :165-204
[10]  
Dalal M., 1988, P AAAI, P449