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Linguistic dynamic systems based on computing with words and their stabilities 被引量:12

Linguistic dynamic systems based on computing with words and their stabilities
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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. 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.
出处 《Science in China(Series F)》 2009年第5期780-796,共17页 中国科学(F辑英文版)
基金 Supported by the National Natural Science Foundation of China (Grant Nos. 60125310, 60474498)
关键词 computing with words (CW) extension principle STABILITY fuzzy rule degree of match computing with words (CW), extension principle, stability, fuzzy rule, degree of match
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