A sound and complete fuzzy temporal constraint logic

被引:5
|
作者
Cárdenas-Viedma, MA [1 ]
机构
[1] Univ Murcia, Dept Ingn Informac & Comun, E-30071 Murcia, Spain
关键词
constraint satisfaction; fuzzy logic; knowledge representation; possibility theory; soundness and completeness of logic; temporal logic; temporal reasoning; uncertainty;
D O I
10.1109/TSMCB.2005.856146
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we define an extended fuzzy temporal constraint logic (EFTCL) based on possibilistic logic. EFTCL allows us to handle fuzzy temporal constraints between temporal variables and, therefore, enables us to express interrelated events through fuzzy temporal constraints. EFTCL is compatible with a theoretical temporal reasoning model: the fuzzy temporal constraint networks (FTCN). The syntax, the semantics and the deduction and refutation theorems for EFTCL are similar to those defined for the sound and noncomplete fuzzy temporal constraint logic (FTCL). In this paper, a resolution principle for performing inferences which take these constraints into account is proposed for EFTCL. Moreover, we prove the soundness and the completeness of the refutation by resolution in EFTCL.
引用
收藏
页码:223 / 228
页数:6
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