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Linguistic dynamic systems based on computing with words and their stabilities

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【Author】 MO Hong1,2 & WANG FeiYue2 1 College of Electric and Information Engineering,Changsha University of Science and Technology,Changsha 410004,China;2 Key Laboratory of Complex Systems and Intelligent Science,Institute of Automation,Chinese Academy of Science,Beijing 100080,China

【摘要】 Linguistic dynamic systems(LDS) are the systems based on computing with words(CW) instead of computing with numbers or symbols. In this paper,LDS are divided into two types:type-I LDS being converted from conventional dynamical systems(CDS) by using extension principle and type-II LDS by using fuzzy logic rules. For type-I LDS,the method of endograph is provided to discuss the stabilities of type-I LDS and two cases of stabilities of logistic mappings:one is the states being abstracted and the other is parameters also being abstracted. For type-II LDS,the method of degree of match is used to discuss the dynamical behavior of arbitrary initial words under fuzzy rule.

【Abstract】 Linguistic dynamic systems(LDS) are the systems based on computing with words(CW) instead of computing with numbers or symbols. In this paper,LDS are divided into two types:type-I LDS being converted from conventional dynamical systems(CDS) by using extension principle and type-II LDS by using fuzzy logic rules. For type-I LDS,the method of endograph is provided to discuss the stabilities of type-I LDS and two cases of stabilities of logistic mappings:one is the states being abstracted and the other is parameters also being abstracted. For type-II LDS,the method of degree of match is used to discuss the dynamical behavior of arbitrary initial words under fuzzy rule.

【基金】 Supported by the National Natural Science Foundation of China (Grant Nos. 60125310, 60474498)
  • 【文献出处】 Science in China(Series F:Information Sciences) ,中国科学(F辑:信息科学)(英文版) , 编辑部邮箱 ,2009年05期
  • 【分类号】TP391.1
  • 【被引频次】30
  • 【下载频次】122
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