1. 空军工程大学防空反导学院,陕西,西安,710051
2. 武警工程大学,陕西,西安,710086
3. 空军工程大学防空反导学院,陕西,西安,710051
4. 武警工程大学,陕西,西安,710086
网络出版:2016-01-25,
纸质出版:2016
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孟飞翔, 雷英杰, 余晓东, 等. 基于直觉模糊Petri网的知识表示和推理[J]. 电子学报, 2016,44(1):77-86.
MENG Fei-xiang, LEI Ying-jie, YU Xiao-dong, et al. Knowledge Representation and Reasoning Using Intuitionistic Fuzzy Petri Nets[J]. Acta Electronica Sinica, 2016, 44(1): 77-86.
孟飞翔, 雷英杰, 余晓东, 等. 基于直觉模糊Petri网的知识表示和推理[J]. 电子学报, 2016,44(1):77-86. DOI: 10.3969/j.issn.0372-2112.2016.01.012.
MENG Fei-xiang, LEI Ying-jie, YU Xiao-dong, et al. Knowledge Representation and Reasoning Using Intuitionistic Fuzzy Petri Nets[J]. Acta Electronica Sinica, 2016, 44(1): 77-86. DOI: 10.3969/j.issn.0372-2112.2016.01.012.
针对模糊Petri网存在隶属度单一的问题
将直觉模糊集理论与Petri网理论相结合
构建直觉模糊Petri网(Intuitionistic Fuzzy Petri Nets
IFPN)模型
用于知识的表示和推理.首先构建了IFPN模型
并将其应用于知识的表示
通过在模型中引入抑止转移弧
解决了否命题的表示问题.其次提出了基于矩阵运算的IFPN推理算法
通过修改变迁触发后token值的传递规则
解决了推理过程中的事实的保留问题;通过修改变迁的触发规则
抑制了变迁的重复触发.最后对推理算法进行了分析
并举例验证了提出的IFPN模型及其推理算法的可行性
结果表明IFPN是对FPN的有效扩充和发展
其对推理结果的描述更加细腻、全面.
Aimed at fuzzy Petri nets (FPN) existing membership single issue
intuitionistic fuzzy Petri nets (IFPN) was constructed for knowledge representation and reasoning by combining intuitionistic fuzzy sets theory and Petri net theory.Firstly
IFPN model was constructed for knowledge representation
and the issue of negative proposition representation was solved by introducing inhibitive transfer arcs into the model.Secondly
the algorithm based on matrix operation was presented
the issue of fact reservation in reasoning procedure was solved by modifying token value's transfer rules after transitions being fired
and the issue of transitions repeatedly being fired was inhibited by modifying firing rules of transitions.Lastly
the algorithm was analyzed
and the feasibility of proposed IFPN model and algorithm was proved through an example.The result indicates that IFPN is an effective extension and development of FPN
and it describes the reasoning result more delicately and comprehensively.
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