On Computational Complexity of the Extended Fuzzy Description Logic with Numerical Restriction
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    Abstract:

    Extended fuzzy description logic EFALCN (extended fuzzy attributive concept description language with complements and unqualified number restriction) is the fuzzy extension of the description logic with numerical restriction ALCN (attributive concept description language with complements and unqualified number restriction), but it lacks of reasoning algorithms and complexity analysis for reasoning tasks. In this paper, a constraint-propagation based tableau algorithm is proposed, and it is proved that this algorithm can be executed in PSPACE (polynomial space). For there is a polynomial time reduction that can reduce ALCN reasoning tasks into EFALCN reasoning tasks and ALCN reasoning tasks are PSPACE-complete, EFALCN reasoning tasks are PSPACE-hard. Thus, it can be proved that the EFALCN reasoning tasks are PSPACE-complete.

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李言辉,徐宝文,陆建江,康达周.支持数量约束的扩展模糊描述逻辑复杂性研究.软件学报,2006,17(5):968-975

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  • Received:June 07,2005
  • Revised:November 08,2005
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