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软件学报  2008 

An Answer Set Programming System with Cycle Breaking Heuristic
一个带破圈启发方法的回答集编程系统

Keywords: answer set programming,heuristic,look-ahead,logic program,phase transition
回答集编程
,启发方法,前向搜索,逻辑程序,相变

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Abstract:

Answer set programming(ASP)is a logic programming paradigm under answer set semantics,which can be utilized in the field of non-monotonic reasoning and declarative problem solving,etc.This paper proposes and implements a cycle breaking heuristic and a bottom-restricted look-ahead procedure for ASP,and the resulting system is called LPS.The experimental results show that,relative to other state-of-the-art ASP systems,LPS could efficiently solve logic programs in phase transition hard-job-regions,and these programs are generally considered difficult to compute.In addition,by applying the so-called dynamic variable filtering(DVF)technique,LPS could greatly reduce the search tree size during the computation.

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