[1]李 众,刘 艳.二维正态云模型的单规则推理映射[J].智能系统学报,2010,5(05):464-470.[doi:10.3969/j.issn.1673-4785.2010.05.015]
 LI Zhong,LIU Yan.Single rule reasoning mapping for the two dimensional normal cloud model[J].CAAI Transactions on Intelligent Systems,2010,5(05):464-470.[doi:10.3969/j.issn.1673-4785.2010.05.015]
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二维正态云模型的单规则推理映射(/HTML)
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《智能系统学报》[ISSN:1673-4785/CN:23-1538/TP]

卷:
第5卷
期数:
2010年05期
页码:
464-470
栏目:
出版日期:
2010-10-25

文章信息/Info

Title:
Single rule reasoning mapping for the two dimensional normal cloud model
文章编号:
1673-4785(2010)05-0464-07
作者:
李    众1刘    艳2
1.常州信息职业技术学院 电子与电气工程学院,江苏 常州 213164; 2.南京邮电大学 光电工程学院,江苏 南京 210003
Author(s):
LI Zhong1 LIU Yan2
1.Institute of Electronic and Electrical Engineering, Changzhou College of Information Technology, Changzhou 213164,China; 2.College of Optoelectronic Engineering, Nanjing University of Posts & Telecommunication, Nangjing 210003, China
关键词:
云模型规则推理映射
Keywords:
cloud model rule reasoning mapping
分类号:
TP18; TP273
DOI:
10.3969/j.issn.1673-4785.2010.05.015
文献标志码:
A
摘要:
针对二维正态云模型在实现数据的定量输入到规则的定性推理、再到数据的定量输出的转换过程中,其输出与输入之间的映射区域存在的不确定性问题,通过构造3σ正态分布随机数,在输入云模型与输出云模型分别具有相同的熵参数和超熵参数的情况下,总结出二维正态云模型的单规则推理映射规律,指出该映射区域是一个发散区域,其大小不但与云模型的参数期望有关,而且还与参数熵和超熵有关,而最大离散系数则与期望无关,该结论可以作为二维正态云模型多规则映射研究的理论指导.
Abstract:
Due to the fact that the two-dimensional normal cloud model is used for conversion from the quantitative input of data to the qualitative rules of reasoning, and then to the quantitative output of data, the mapping of the region from the input to the output is very uncertain. By constructing the normal distribution random number with as the parameter, in the case of the input cloud model having the same entropy and hyper entropy as the output cloud model, some conclusions of the single rule of reasoning mapping for the two-dimensional normal cloud model were summed up. It was also pointed out that the mapping region is a divergent region, and the size of the area is not only related to the cloud model parameter of the expected value, but also to the parameters of the entropy and hyper entropy. However, the maximum dispersion coefficient is not related to the parameter of the expected value. The conclusions can serve as a two-dimensional normal cloud model for the purpose of mapping more rules.

参考文献/References:

[1]李德毅,孟海军,史雪梅.隶属云和隶属云发生器[J]. 计算机研究和发展, 1995, 32(6): 15-20.
LI Deyi, MENG Haijun, SHI Xuemei. Membership clouds and membership cloud generators[J]. Computer Research and Development, 1995, 32(6): 15-20.
[2]LI Deyi. Knowledge representation in KDD based on linguistic atoms[J]. Journal of Computer Science and Technology, 1997, 12(6): 481-496.
[3]LI Deyi, HAN Jiawei, SHI Xuemei, et al. Knowledge representation and discovery based on linguistic atoms[J]. Knowledge-Based Systems, 1998, 10(7): 431-440.
[4]FAN Jianhua, LI Deyi. Mining classifications knowledge based on cloud models[J]. Lecture Notes in Computer Science, 1999, 1574: 317-326.
[5]李德毅,刘常昱,杜鹢,等.不确定性人工智能[J]. 软件学报, 2004, 15(11): 1583-1594.
LI Deyi, LIU Changyu, DU Yi, et al. Artificial intelligence with uncertainty[J]. Journal of Software, 2004, 15(11): 1583-1594.
[6]李众,杨一栋.一种新的基于二维云模型不确定性推理的智能控制器[J].控制与决策, 2005, 20(8): 866-872.
LI Zhong, YANG Yidong. A novel intelligent controller based on uncertainty reasoning of two-dimension cloud model[J]. Control and Decision, 2005, 20(8): 866-872.
[7]张飞舟,范跃祖,孙先仿.基于云模型的导航系统模糊可靠性评测分析[J].自动化学报, 2002, 28(1): 126-130.
 ZHANG Feizhou, FAN Yuezu, SUN Xianfang. Assessment and analysis of fuzzy reliability based on cloud models in aircraft navigation system[J]. Acta Automatic Sinca, 2002, 28(1): 126-130.
[8]李德毅,刘常昱.论正态云模型的普适性[J].中国工程科学, 2004, 6(8): 28-34.
LI Deyi, LIU Changyu. Study on the universality of the normal cloud model[J]. Engineering Science, 2004, 6(8): 28-34.
[9]李众,杨一栋.基于混合维云模型定性推理的调距桨螺距控制[J].南京航空航天大学学报, 2003, 35(2): 162-167.
LI Zhong, YANG Yidong. The controllable pitch propeller control based on qualitative reasoning of variant dimension cloud model[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2003, 35(2): 162-167.〖ZK)〗
[10]李德毅,邸凯昌,李德仁,等.用语言云模型发掘关联规则[J].软件学报, 2000, 11(2): 143-158.
LI Deyi, DI Kaichang, LI Deren, et al. Mining association rules with linguistic cloud models[J]. Journal of Software, 2000, 11(2): 143-158.
[11]ZHANG Jinchun, HU Guyu. Application of uncertainty reasoning based on cloud model in time series prediction[J]. Journal of Zhejiang University Science, 2003, 4(5): 578-583.
[12]LI Deyi, CHEUNG D, SHI Xuemei, et al. Uncertainty reasoning based on cloud models in controllers[J]. Computers & Mathematics with Applications, 1998, 35(3): 99-123.
[13]陈晖,李德毅,沈程智,等.云模型在倒立摆控制中的应用[J]. 计算机研究与发展, 1999, 36(10): 1180-1187.
CHEN Hui, LI Deyi, SHEN Chengzhi, et al. A clouds model applied to controlling inverted pendulum[J]. Journal of Computer Research and Development, 1999, 36(10): 1180-1187.
[14]张飞舟,范跃祖,沈程智,等.利用云模型实现智能控制倒立摆[J]. 控制理论与应用, 2000, 17(4): 519-523.
ZHANG Feizhou, FAN Yuezu, SHEN Chengzhi, et al. Intelligent control inverted pendulum with cloud models[J]. Control Theory and Applications, 2000, 17(4): 519-523.
[15]高键,姜长生,李众.一种新的云模型控制器设计[J]. 信息与控制, 2005, 34(2): 157-162.
GAO Jian, JIANG Changsheng, LI Zhong. A novel design of controller based on the cloud model[J]. Information and Control, 2005, 34(2): 157-162.
[16]高键,李众.一维云模型映射器设计及其应用研究[J].系统仿真学报, 2006, 18(7): 1861-1865.
GAO Jian, LI Zhong. Study on the design and application of onedimension cloud model mapping processor[J]. Journal of System Simulation, 2006, 18(7): 1861-1865.
[17]刘艳,李众,吴晓庆.基于推理映射的云模型控制器研究[J]. 江苏科技大学学报:自然科学版, 2007, 21(2): 62-66.
LIU Yan, LI Zhong, WU Xiaoqing. Research on cloud model controller based on reason mapping[J]. Journal of Jiangsu University of Science and Technology: Natural Science Edition, 2007, 21(2): 62-66.
[18]李众,刘艳.一维正态云模型单规则推理映射研究[J].系统仿真学报, 2008, 20(3): 702-705.
LI Zhong, LIU Yan. Research on onedimension normal cloud model single rule reasoning[J]. Journal of System Simulation, 2008, 20(3): 702-705.

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备注/Memo

备注/Memo:
收稿日期:2009-04-17.
通信作者:李    众.E-mail: xlizhong@163.com.
作者简介:
李    众, 男,1964年生,教授、博士,主要研究方向为智能控制、电气自动化,发表学术论文50余篇.
刘   艳,女,1977年生,讲师,主要研究方向为模式识别与智能控制,发表学术论文10余篇.
更新日期/Last Update: 2010-11-26