A Similarity-based Fuzzy Soft Reasoning Method

被引:0
|
作者
Wang, Lu [1 ]
Xue, Binbin [1 ]
Qin, Keyun [1 ]
机构
[1] Southwest Jiaotong Univ, Coll Math, Chengdu 611756, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Similarity measure; Fuzzy soft set; Implication function; t-Norm; DECISION-MAKING; MEDICAL DIAGNOSIS; SET; COMBINATION; SYSTEMS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The soft set theory proposed by Molodtsov is regarded as an effective mathematical tool for dealing with uncertainties. This paper discusses the approximate reasoning based on the similarity measure for fuzzy soft set. The approximate reasoning methods based on the similarity measure for fuzzy soft modus ponens (FSMP) are investigated. The corresponding computational formulas for these methods are presented. Furthermore, the reductive properties and the monotonic properties of these methods are analyzed.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Similarity-Based Perceptual Reasoning for Perceptual Computing
    Wu, Dongrui
    Mendel, Jerry M.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 700 - +
  • [22] Closeness in similarity-based reasoning with an interpolation condition
    Perfilieva, Irina
    [J]. FUZZY SETS AND SYSTEMS, 2016, 292 : 333 - 346
  • [23] A SIMILARITY-BASED REASONING MODEL FOR INTELLIGENT INTERFACES
    NAKAMURA, K
    SAGE, AP
    IWAI, S
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 1986, 12 (3-4) : 175 - 186
  • [24] Adding similarity-based reasoning capabilities to a Horn fragment of possibilistic logic with fuzzy constants
    Alsinet, T
    Godo, L
    [J]. FUZZY SETS AND SYSTEMS, 2004, 144 (01) : 43 - 65
  • [25] A fuzzy similarity inference method for fuzzy reasoning
    Wang, De-Gang
    Meng, Yan-Ping
    Li, Hong-Xing
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (10) : 2445 - 2454
  • [26] A similarity-based bidirectional approximate reasoning method for decision-making systems
    Chun, MG
    [J]. FUZZY SETS AND SYSTEMS, 2001, 117 (02) : 269 - 278
  • [27] Similarity-based method for multiresponse optimization problems with intuitionistic fuzzy sets
    Peng, Jen-Ping
    Yeh, Wei-Ching
    Lai, Tsung-Chih
    Hsu, Chi-Pin
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2013, 227 (06) : 908 - 916
  • [28] Integration of Similarity-based and Deductive Reasoning for Knowledge Management
    Mougouie, Babak
    [J]. KUNSTLICHE INTELLIGENZ, 2010, 24 (02): : 169 - 173
  • [29] A fuzzy soft set based approximate reasoning method
    Qin, Keyun
    Yang, Jilin
    Liu, Zhicai
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (01) : 831 - 839
  • [30] On syntactical and semantical approaches to similarity-based approximate reasoning
    Esteva, F
    Garcia-Calvés, P
    Godo, L
    [J]. JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 1598 - 1603