电光与控制, 2017, 24 (11): 11, 网络出版: 2017-11-27
远程AUV区间值直觉模糊Petri网自主决策方法研究
Methodology for Remote AUV Autonomous Decision-Making Based on Interval-Valued Intuitionistic Fuzzy Petri Net
远程AUV Petri网 区间值直觉模糊集 自主决策 remote AUV Petri net interval-valued intuitionistic fuzzy set autonomous decision-making
摘要
由于感知能力限制,远程AUV自主决策属性模糊隶属度不明确,传统模糊Petri网决策方法无法进行知识的表达与推理。将模糊Petri网的模糊集进行拓展,提出了区间值直觉模糊Petri网的概念,并重新设计了推理方法和决策步骤; 在此基础上,建立了远程AUV行动决策模型,通过算例实现了远程AUV自主行动决策。决策过程形象、快速、清晰,决策结果验证了方法的有效性。该方法可为多属性决策问题提供新的参考思路。
Abstract
Due to the limitation of sensing ability,the fuzzy membership of the remote AUV autonomous decision-making attribute is not clear,thus the traditional fuzzy Petri net decision-making method can not implement knowledge representation and reasoning.This paper expands the fuzzy set of fuzzy Petri nets,puts forward the concept of interval-valued intuitionistic fuzzy Petri net,and redesigns the reasoning methods and decision-making process.Based on the interval-valued intuitionistic fuzzy Petri net,the remote AUV action decision-making model is established,and the remote AUV autonomous action decision-making is realized by using an example.The decision-making process is eloquent,rapid and clear,and the result of the decision-making proves the validity of the method.This method gives a new thought to multi-attribute decision-making.
刘海光, 潘爽, 张源原. 远程AUV区间值直觉模糊Petri网自主决策方法研究[J]. 电光与控制, 2017, 24(11): 11. LIU Hai-guang, PAN Shuang, ZHANG Yuan-yuan. Methodology for Remote AUV Autonomous Decision-Making Based on Interval-Valued Intuitionistic Fuzzy Petri Net[J]. Electronics Optics & Control, 2017, 24(11): 11.