时变论域下的语言动力学轨迹

莫红

doi:10.3724/SP.J.1004.2012.01585

时变论域下的语言动力学轨迹

doi: 10.3724/SP.J.1004.2012.01585

莫红^1,2,

1.
长沙理工大学电气与信息工程学院长沙 410114;
2.
智能电网运行与控制湖南省重点实验室(长沙理工大学) 长沙 410114

详细信息

通讯作者:
莫红

计量
- 文章访问数: 2320
- HTML全文浏览量: 69
- PDF下载量: 1328
- 被引次数: 0
出版历程
- 收稿日期: 2012-02-07
- 修回日期: 2012-06-19
- 刊出日期: 2012-10-20

Linguistic Dynamic Orbits in the Time Varying Universe of Discourse

MO Hong^{1,2
,}

1.
School of Electric and Information Engineering, Chang-sha University of Science and Technology, Changsha 410114;
2.
Hunan Province Key Laboratory of Smart Grids Operation and Control (Changsha University of Science and Technology), Changsha 410114

摘要

摘要: 为了描述在不同时刻内涵发生变化的模糊集合, 本文通过综合模糊集合、语言动力系统(Linguistic dynamic systems,LDS) 及动态规划, 提出了时变论域与动态模糊规则理论, 将时变论域分为离散型与连续型两类, 每一类分为递增型、递减型及波动型三种, 并讨论如何在时变论域上建立动态模糊规则以及进行词计算, 最后给出时变论域下的语言动力学轨迹.
- 时变论域 /
- 动态模糊规则 /
- 词计算 /
- 语言动力系统
Abstract: In order to describe the fuzzy set whose intention varies with time interval, we present the theory of time- varying universe of discourse and dynamic fuzzy rules by synthesizing fuzzy set, linguistic dynamic systems (LDS), and dynamic programming. The time-varying universe discourse is divided into two types: discrete type and continuous type, and each type is sorted into incremental, decremental, and mixed classes. Then, how to build dynamic fuzzy rules and how to compute with words on time-varying universe of discourse are discussed. Finally, the linguistic dynamic orbits on the time-varying universe of discourse are given.
- Time-varying universe of discourse /
- dynamic fuzzy rule /
- computing with word /
- linguistic dynamic system (LDS)

HTML全文

参考文献(1)

[1]

Wang F Y. Outline of a computational theory for linguis- tic dynamic systems: towards computing with words. Inter- national Journal of Intelligent Control and Systems, 1998,2(2): 211-2242 Zhao L. The class-2 linguistic dynamic trajectories of the in- terval type-2 fuzzy sets. In: Proceedings of the 2010 Interna- tional Conference on Life System Modeling and Intelligent Computing, and 2010 International Conference on Intelli- gent Computing for Sustainable Energy and Environment. Berlin, Heidelberg: Springer-Verlag, 2010. 342-3493 Wang Fei-Yue. Computing with words and a framework for computational linguistic dynamic systems. Pattern Recog- nition and Artiˉcial Intelligence, 2001, 14(4): 377-384 (王飞跃. 词计算和语言动力学系统的计算理论框架. 模式识别与人工智能, 2001, 14(4): 377-384)4 Wang F Y. Modeling, analysis, and synthesis of linguistic dynamic system: a computational theory. In: Proceedings of the 1995 IEEE International Workshop on Architecture for Semiotic Modeling and Situation Control in Large Complex System. Monterey, CA: IEEE, 1995. 173-1785 Mo H, Wang F Y. Linguistic dynamical systems based on computing with words and their stabilities. Science in China Series F: Information Sciences, 2009, 52(5): 780-7966 Wang F Y. On the abstraction of conventional dynamic systems: from numerical analysis to linguistic analysis. Infor- mation Sciences, 2005, 171(1-43): 233-2597 Zhao L. Word trajectories based on interval type-2 fuzzy method. In: Proceedings of the 2011 Chinese Control and Decision Conference. Mianyang, China: IEEE, 2011. 1587-15928 Wang Fei-Yue. Fundamental issues in research of computing with words and linguistic dynamic systems. Acta Automat- ica Sinica, 2005, 31(6): 844-852 (王飞跃. 词计算和语言动力学系统的基本问题和研究. 自动化学报,2005, 31(6): 844-852)9 Li Hong-Xing. Adaptive fuzzy controller with variable uni- verse of discourse. Science in China Series E: Technological Science, 1999, 29(1): 32-42 (李洪兴. 变论域自适应模糊控制器. 中国科学E 辑: 技术科学,1999, 29(1): 32-42)10 Xie Xin, Li Jing-Zao. Active controls of dynamic fuzzy rule base by VB. Microcomputer Applications, 2003, 24(1): 31-33 (谢歆, 李敬兆. 用VB 开发动态模糊规则库的Active 控件. 微计算机应用, 2003, 24(1): 31-33)11 Zadeh L A. Fuzzy logic = computing with words. IEEE Transactions on Fuzzy Systems, 1996, 4(2): 103-11112 Mendel J M, John R I B. Type-2 fuzzy sets made simple. IEEE Transactions on Fuzzy Systems, 2002, 10(2): 117-12713 Zhao Liang. Computing withWords Based on Interval Type-2 Fuzzy Sets and the Study of Linguistic Dynamic Sys- tems [Ph. D. dissertation], Institute of Automation, Chinese Academy of Sciences, China, 2009 (赵亮. 基于区间二型模糊方法的词计算和语言动力学系统研究[博士学位论文], 中国科学院自动化研究所, 中国, 2009)14 Li Cheng-Dong, Yi Jiang-Qiang, Yu Yi, Zhao Dong-Bin. Inverse control of cable-driven parallel mechanism using type-2 fuzzy neural network. Acta Automatica Sinica, 2010,36(3): 459-464 (李成栋, 易建强, 余意, 赵冬斌. 柔索驱动并联机构的二型模糊神经逆控制. 自动化学报, 2010, 36(3): 459-464)15 Mo Hong, Wang Tao. Computing with words in generalized interval type-2 fuzzy sets. Acta Automatica Sinica, 2012,38(5): 707-715 (莫红, 王涛. 广义区间二型模糊集合的词计算. 自动化学报, 2012,38(5): 707-715)16 Mendel J M. Advances in type-2 fuzzy sets and systems. Information Sciences, 2007, 177(1): 84-110

施引文献

资源附件(0)

访问统计