Interval valued intuitionistic fuzzy sets with varying parameters and their application to pattern recognition

Computer Engineering and Applications ›› 2011, Vol. 47 ›› Issue (29): 4-7.

• 博士论坛 • Previous Articles Next Articles

Interval valued intuitionistic fuzzy sets with varying parameters and their application to pattern recognition

ZHANG Zhenhua1，2，YANG Jingyu1，YE Youpei1，ZHANG Qiansheng2

1.School of Computer Science and Technology，Nanjing University of Science and Technology，Nanjing 210094，China
2.Cisco School of Informatics，Guangdong University of Foreign Studies，Guangzhou 510006，China

Received:1900-01-01 Revised:1900-01-01 Online:2011-10-11 Published:2011-10-11

变参数区间值直觉模糊集在模式识别中的应用

张振华1，2，杨静宇1，叶有培1，张倩生2

1.南京理工大学计算机科学与技术学院，南京 210094
2.广东外语外贸大学思科信息学院，广州 510006

Abstract

Abstract: The concept of Interval-Valued Intuitionistic Fuzzy Sets with Parameters（IVIFSP） is introduced，and a series of IVIFSP is presented.Based on the degree of membership and the degree of non-membership，this paper focuses on the construction of incentive-penalty interval-valued intuitionistic fuzzy sets with varying parameter.A pattern recognition example and a medical diagnosis decision-making example are given to demonstrate the application of IVIFSP.The simulation results show that the method of IVIFSP is more flexible than that of the traditional intuitionistic fuzzy sets.

Key words: intuitionistic fuzzy sets, interval-valued intuitionistic fuzzy sets, interval-valued intuitionistic fuzzy sets with varying parameters, pattern recognition

摘要： 提出了带参数区间值直觉模糊集的概念，构造了一系列带参数的区间值直觉模糊集。从已知隶属度和非隶属度出发，重点分析了激励惩罚型变参数区间值直觉模糊集的构造。运用模式识别与医疗诊断案例进行对比。仿真实验结果表明，带参数区间值直觉模糊集方法比传统的直觉模糊集方法更具灵活性。

关键词: 直觉模糊集, 区间值直觉模糊集, 变参数区间值直觉模糊集, 模式识别

ZHANG Zhenhua1，2，YANG Jingyu1，YE Youpei1，ZHANG Qiansheng2. Interval valued intuitionistic fuzzy sets with varying parameters and their application to pattern recognition[J]. Computer Engineering and Applications, 2011, 47(29): 4-7.

张振华1，2，杨静宇1，叶有培1，张倩生2. 变参数区间值直觉模糊集在模式识别中的应用[J]. 计算机工程与应用, 2011, 47(29): 4-7.

[1]	WANG Jinying, WANG Yanping, QI Shuang. Improved rough intuitionistic fuzzy sets [J]. Computer Engineering and Applications, 2018, 54(11): 41-45.
[2]	GENG Xiuli, MA Wanyuan. Interval-valued intuitionistic VIKOR considering unknown attribute weights [J]. Computer Engineering and Applications, 2017, 53(24): 257-262.
[3]	HU Sijie, XU Songtao, SHI Zhongya, XIN Peng. Optimization of jamming resources distribution decision based on IFS-IMQHOA algorithm [J]. Computer Engineering and Applications, 2017, 53(19): 252-256.
[4]	LIANG Chencheng, YANG Yong. Rough support-intuitionistic fuzzy sets and its applications for clustering analysis [J]. Computer Engineering and Applications, 2015, 51(24): 150-153.
[5]	SHI Suwei, LI Jinjin, LI Kedian. Note on covering rough intuitionistic fuzzy set model [J]. Computer Engineering and Applications, 2015, 51(20): 131-134.
[6]	QUAN Xuefeng, CHANG Mengxing. New method for similarity measures between intutionistic fuzzy sets（values） [J]. Computer Engineering and Applications, 2015, 51(12): 208-212.
[7]	TANG Changchun, AO Zhigang, GONG Yunxiang, ZHANG Kangyi, WANG Youcheng. Improvement of DSm combination rule and its development on intuitionistic fuzzy sets [J]. Computer Engineering and Applications, 2014, 50(24): 151-155.
[8]	SHEN Xiaoxue, GUO Sicong. New entropy formular for intuitionistic fuzzy sets and its application [J]. Computer Engineering and Applications, 2013, 49(24): 28-31.
[9]	WANG Yanping, SUN Jing, CHEN Meiwei. Interval-valued intuitionistic fuzzy rough sets based on coverings [J]. Computer Engineering and Applications, 2013, 49(2): 155-156.
[10]	LI Weixia1, ZHANG Hao2, ZHANG Chengyi3. Drag use risk evaluation problem of comprehensive hospital based on intuitionistic fuzzy analytic hierarchy process [J]. Computer Engineering and Applications, 2013, 49(18): 242-244.
[11]	PEI Lidan, JIN Feifei, PAN Xiangfeng, LIAN Xiaojuan. Interval-valued intuitionistic fuzzy continuous entropy and its application in multi-attribute decision-making [J]. Computer Engineering and Applications, 2013, 49(17): 204-208.
[12]	LI Xiangying. Interval-valued intuitionistic fuzzy continuous cross-entropy and its application in multi-attribute decision-making [J]. Computer Engineering and Applications, 2013, 49(15): 234-237.
[13]	WANG Yongbing, ZHANG Lixia. Intuitionistic fuzzy synchronous automatas and minimization [J]. Computer Engineering and Applications, 2013, 49(1): 50-52.
[14]	YANG Weiping1, LIN Menglei2. [(I ,J )]-interval-valued intuitionistic fuzzy rough sets [J]. Computer Engineering and Applications, 2012, 48(5): 159-163.
[15]	WEI Bo1，2, LI Zhenxi1, YANG Dongxing1. Intuitionistic fuzzy dual compositional negator on triple I method for IFMT [J]. Computer Engineering and Applications, 2012, 48(34): 125-129.

Interval valued intuitionistic fuzzy sets with varying parameters and their application to pattern recognition

变参数区间值直觉模糊集在模式识别中的应用

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics