计算机科学 ›› 2016, Vol. 43 ›› Issue (3): 75-79.doi: 10.11896/j.issn.1002-137X.2016.03.015
周如旗,陈忆群,冯嘉礼
ZHOU Ru-qi, CHEN Yi-qun and FENG Jia-li
摘要: 为使模糊Petri网能够描述可变模糊隶属判据下的模糊知识,利用基准变换能较好地表达模糊隶属判据可变情况的特点,基于定性映射和定性基准变换对模糊Petri网进行了扩展,给出了扩展后网模型的形式定义和基本运行机制。通过利用定性映射描述模糊产生式规则,给出了一种新的知识表示模式和推理方法,新方法有利于构建模糊Petri网基于认知的学习机制。结果显示,该网模型具有较强的知识表达能力,适用于处理认知模糊不确定性知识,其推理过程能体现某些认知特性,尤其适用于构建以定性判断为特点的智能系统。
[1] Cao Z C,Zhao H D,Wang Y J.Releasing control policy for semiconductor wafer fabrication based on fuzzy Petri nets-reasoning[J].Acta Electronica Sinica,2011,9(7):1545-1550(in Chinese) 曹政才,赵会丹,王永吉.基于模糊Petri网推理的半导体生产线投料控制策略[J].电子学报,2011,9(7):1545-1550 [2] Meng X G,Yan H S.Products demand forecasting in know-ledgeable manufacturing systems based on attributes fuzzy Petri nets[J].Systems Engineering-theory & Practice,2012,2(4):790-798(in Chinese) 孟宪刚,严洪森.基于多属性模糊Petri网的知识化制造系统产品需求预测[J].系统工程理论与实践,2012,2(4):790-798 [3] Feng J L.Attribute network computing based on qualitativemapping and its applications in pattern recognition[J].Journal of Intelligent & Fuzzy Systems,2008,19(2):1-16 [4] Chen S Y.Philosophical foundation of variable fuzzy sets theory[J].Journal of Dalian University of Technology (Social Sciences),2005,6(1):53-57(in Chinese) 陈守煜.可变模糊集理论的哲学基础[J].大连理工大学学报(社会科学),2005,6(1):53-57 [5] Li D Y,Liu C Y,Du Y,et al.Artificial intelligence with uncertainty[J].Journal of Software,2004,5(11):1583-1594(in Chinese) 李德毅,刘常昱,杜鷁,等.不确定性人工智能[J].软件学报,2004,5(11):1583-1594 [6] Cai W,Shi Y.Extenics:its significance in science and prospects in application[J].Journal of Harbin Institute of Technology,2006,38(7):1079-1083(in Chinese) 蔡文,石勇.可拓学的科学意义与未来发展[J].哈尔滨工业大学学报,2006,8(7):1079-1083 [7] Feng J L.Thought,intelligence and attribute theory method[J].Journal of Guangxi Normal University(Natural Science Edition),1997,5(3):1-6(in Chinese) 冯嘉礼.思维、智能与属性论方法[J].广西师范大学学报(自然科学版),1997,5(3):1-6 [8] Smarandache F.A Unifying field in logics:Neutrosophic logic,Neutrosophic Probability and Statistics[M].America:Xiquan Publishing Hours,2003 [9] Zadeh L A.Fuzzy Sets[J].Information and Control,1965,8(3):338-353 [10] Acampora G,Loia V.On the temporal granularity in fuzzy cognitive maps[J].IEEE Transactions on Fuzzy Systems,2011,19(6):1040-1057 [11] Gao M M,Wu Z M.Fuzzy reasoning Petri net and its application to fault diagnosis[J].Acta Automatica Sinica,2000,6(5):677-680(in Chinese) 高梅梅,吴智铭.模糊推理Petri网及其在故障诊断中的应用[J].自然化学报,2000,6(5):677-680 [12] Shenvictor R L,Chang Yue-shan,Juang T T-Y,et al.Supervised and Unsupervised Learning by Using Petri Nets[J].IEEE Transactions on Systems,Man and Cybernetics,Part A:Systems and Humans,2010,40(2):363-375 [13] Feng Liang-bing,Obayashi M,Kuremoto T,et al.A LearningFuzzy Petri Net Model[J].IEEE Transactions on Electrical and Electronic Engineering,2012,7(3):274-282 [14] Liu Hu-chen,Lin Qing-lian,Mao Ling-xiang,et al.Dynamic Adaptive Fuzzy Petri Nets for Knowledge Representation and Reasoning[J].IEEE Transactions on Systems,Man,and Cybernetics:Systems,2013,3(6):1399-1410 |
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