计算机科学 ›› 2010, Vol. 37 ›› Issue (5): 187-189.

• 人工智能 • 上一篇    下一篇

基于直觉模糊集的不确定时序逻辑模型

申晓勇,雷英杰,周创明,杨少春   

  1. (空军工程大学导弹学院 三原713800)
  • 出版日期:2018-12-01 发布日期:2018-12-01
  • 基金资助:
    本文受国家自然科学基金资助项目(No. 60773209) ,陕西省自然科学基金资助项目(No.2006F18)资助。

Uncertain Temporal Logic Model Based on Intuitionistic Fuzzy Sets

SHEN Xiao-yong,LEI Ying-jie,ZHOU Chuang-ming,YANG Shao-chun   

  • Online:2018-12-01 Published:2018-12-01

摘要: 针对现有时序逻辑在描述复杂不确定时间信息方面的局限性,提出了一种基于直觉模糊集的不确定时序逻辑模型。该模型分别定义了离散论域和连续论域下的不确定点时序逻辑、点一时段时序逻辑以及时段时序逻辑的判定公式;引入直觉模糊集的犹豫度参数,使得推理结果更加精确。最后通过实例对两类不确定时间信息进行描述,并对其时序逻辑关系的可能性进行度量。通过分析表明该模型是比较优越的。

关键词: 直觉模糊集合,时序逻辑,时段时序逻辑,点时序逻辑

Abstract: To the limitation of the description for complicated and uncertain temporal knowledge,an uncertain temporal logic based on intuitionistic fuzzy sets was proposed. The model defines the determinant formula of the point temporal logic, point interval temporal logic and interval temporal logic in continuous domain and discrete domain. By adding hesifancy degree parameter, the reasoning result is more believable and precise. Finally, two kinds of the uncertain temporal knowledge were descripted and the possibility of all temporal relationship was measured by two instances, then it is indicated that the model is more predominant.

Key words: Intuitionistic fuzzy sets,Uncertain temporal logic, Interval temporallogic,Point-temporal logic

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