Fuzzy reasoning algorithms based on similarity

被引：10
作者：
Luo, Minxia [1 ]
Zhao, Ruirui [1 ]
机构：
[1] China Jiliang Univ, Dept Informat & Comp Sci, Hangzhou 310018, Zhejiang, Peoples R China
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2018年 / 34卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Fuzzy Modus Ponens; Fuzzy Modus Tollens; fuzzy reasoning algorithms; similarity; TRIPLE-I METHOD; UNIFIED FORMS; OPERATORS;
D O I：
10.3233/JIFS-171140
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose fuzzy reasoning algorithms based on similarity for fuzzy modus ponens and fuzzy modus tollens and discuss the reducibility of the algorithms. Moreover, we investigate the robustness of fuzzy reasoning algorithms based on similarity.
引用
收藏
页码：213 / 219
页数：7
相关论文
共 50 条
[31]   Approximate reasoning with fuzzy soft set [J].
Karim, I. U. ;
Akkash, M. F. ;
Raha, S. .
IRANIAN JOURNAL OF FUZZY SYSTEMS, 2022, 19 (04) :107-124
[32]   Fuzzy Modus Ponens and Tollens based on Moving Distance in SISO Fuzzy System [J].
Kwak, Chung-Jin ;
Ri, Kwang-Chol ;
Kwak, Son-Il ;
Kim, Kum-Ju ;
Ryu, Un-Sok ;
Kwon, O-Choi ;
Kim, Nam-Hyok .
ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY, 2021, 24 (03) :257-283
[33]   Similarity of fuzzy relations based on fuzzy topologies induced by fuzzy rough approximation operators [J].
Li, Zhaowen ;
Cui, Rongchen .
INFORMATION SCIENCES, 2015, 305 :219-233
[34]   Experimental Verification of Control Rules for A Lane-keeping Controller Using Similarity Fuzzy Reasoning [J].
Nishiyama, Yuka ;
Shinomiya, Yuki ;
Yamamoto, Toshimi ;
Hoshino, Yukinobu .
2020 JOINT 11TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS AND 21ST INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (SCIS-ISIS), 2020, :91-94
[35]   A fuzzy soft set based approximate reasoning method [J].
Qin, Keyun ;
Yang, Jilin ;
Liu, Zhicai .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (01) :831-839
[36]   Aggregation Functions, Similarity and Fuzzy Measures [J].
Borkotokey, Surajit ;
Komornikova, Magdalena ;
Li, Jun ;
Mesiar, Radko .
AGGREGATION FUNCTIONS IN THEORY AND IN PRACTICE, 2018, 581 :223-228
[37]   Fully implicational methods for approximate reasoning based on interval-valued fuzzy sets [J].
Liu, Huawen .
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2010, 21 (02) :224-232
[38]   A method for fuzzy risk analysis based on the new similarity of trapezoidal fuzzy numbers [J].
Cui, Wei ;
Xu, Zhangyan .
2009 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING ( GRC 2009), 2009, :113-116
[39]   Personalized Recommendation Based on the Improved Similarity and Fuzzy Clustering [J].
Wu, Zebin ;
Chen, Yan ;
Li, Taoying .
2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, ELECTRONICS AND ELECTRICAL ENGINEERING (ISEEE), VOLS 1-3, 2014, :1352-1356
[40]   A similarity measure for fuzzy rulebases based on linguistic gradients [J].
Li, Hui ;
Dick, Scott .
INFORMATION SCIENCES, 2006, 176 (20) :2960-2987
12345