A Fuzzy Logic Approach to Test Statistical Hypothesis on Means

被引:0
|
作者
Figueroa Garcia, Juan Carlos [1 ]
Soriano Mendez, Jose Jairo [1 ]
机构
[1] Univ Distrital Francisco Jose Caldas, Bogota, Colombia
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a generalized Type-1 Fuzzy Logic engine to test statistical hypothesis on means by using standardized data samples to simplify the rule base. This inference engine attempts to test hypothesis on imprecise means, being an alternative to reject or accept the hypothesis via a fulfillment degree. To do so, an application example is provided and compared against classical tests to verify their results.
引用
收藏
页码:316 / 325
页数:10
相关论文
共 50 条
  • [31] STATISTICAL TEST OF HYPOTHESIS THAT A TIME SERIES IS STATIONARY
    BRYAN, JG
    GEOPHYSICS, 1967, 32 (03) : 499 - &
  • [32] A Fuzzy Random Variable Approach to Restructuring of Rough Sets through Statistical Test
    Watada, Junzo
    Lin, Lee-Chuan
    Qiang, Minji
    Lin, Pei-Chun
    ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, PROCEEDINGS, 2009, 5908 : 269 - 277
  • [33] Prediction of Sunspots using Fuzzy Logic: A Triangular Membership Function-based Fuzzy C-Means Approach
    Azam, Muhammad Hamza
    Hasan, Mohd Hilmi
    Kadir, Said Jadid Abdul
    Hassan, Saima
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (02) : 357 - 362
  • [34] A Fuzzy Take on the Logical Issues of Statistical Hypothesis Testing
    Booth, Matthew
    Paillusson, Fabien
    PHILOSOPHIES, 2021, 6 (01)
  • [35] The fuzzy approach to statistical analysis
    Coppi, Renato
    Gil, Maria A.
    Kiers, Henk A. L.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2006, 51 (01) : 1 - 14
  • [36] A new approach to the statistical treatment of 2D-maps in proteomics using fuzzy logic
    Marengo, E
    Robotti, E
    Gianotti, V
    Righetti, PG
    ANNALI DI CHIMICA, 2003, 93 (1-2) : 105 - 116
  • [37] Guidance of agricultural vehicle by means of fuzzy logic control
    Ying, Huodong
    Hagras, H.
    Callaghan, V.
    Colley, M.
    Carr-West, M.
    Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2000, 31 (03): : 31 - 34
  • [38] Logic minimization as an efficient means of fuzzy structure discovery
    Gobi, Adam E.
    Pedrycz, Witold
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2008, 16 (03) : 553 - 566
  • [39] Improving direct torque control by means of fuzzy logic
    Arias, A
    Romeral, L
    Aldabas, E
    Jayne, MG
    ELECTRONICS LETTERS, 2001, 37 (01) : 69 - 71
  • [40] Improving Traffic Light Control by Means of Fuzzy Logic
    Vogel, Alan
    Oremovic, Izidor
    Simic, Robert
    Ivanjko, Edouard
    PROCEEDINGS OF ELMAR-2018: 60TH INTERNATIONAL SYMPOSIUM ELMAR-2018, 2018, : 51 - 56