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基于变量传播的弧一致性算法

Arc Consistency Algorithm Based on Variable Transmission
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摘要 在AC-3算法的基础上,提出了采用面向变量的约束传播机制新的弧一致性算法(IAC3),算法(IAC3)引入了一个小型的附加数据结构,使得新算法的时间复杂度降低了一个幂次为O(ed2).以小的空间代价换取了显著时间效率.新算法对于通用弧一致性算法的改进效果是明显的,是对现有弧一致性算法的提高和完善,使其实用性更好,应用前景更宽. On the basis of AC -3 algorithm, the paper presents a new arc consistency algorithm (IAC3) using the variable - oriented constraint propagation mechanism. The algorithm (IAC3) introduces a somall additional data structure, making the time coonplexity of the new algorithm reduce a power as O(ed2). The time efficiency is achieved at a cost small space. The new algorithm has greatly improved the effect of the generic arc consistency algorithm.
出处 《湖北民族学院学报(自然科学版)》 CAS 2008年第1期61-64,共4页 Journal of Hubei Minzu University(Natural Science Edition)
基金 湖北省科技攻关项目(2004AA210B01)
关键词 人工智能 约束满足问题 弧一致性算法 artificial intelligence constraint satisfaction problem arc consistency algorithm
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参考文献7

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二级参考文献8

  • 1赵志崑,史忠植,曹虎.一种基于约束传播的多主体规划算法[J].计算机工程,2004,30(20):16-18. 被引量:3
  • 2张勇进,叶鹰.线性判别在非高斯数据上的推广[J].湖北民族学院学报(自然科学版),2006,24(1):32-34. 被引量:1
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  • 6A.K.Mackworth.Consistency in networks of relations[AC1-3][J].Artificial Intelligence,1999,107:99-118.
  • 7Mohr R,Henderson T C.Arc and path consistency revised[AC4][J].Artificial Intelligence,2001,128:225-233.
  • 8Wallace R J.Why AC-3 is almost always better than AC-4 for establishing arc consistency in CSPs[A].Proceedings IJCAI'2003[C].France:Chambery,2003.

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