Learning algorithm for Linguistic Information Feedback-based Dynamical Fuzzy System (LIFDFS)

被引：0
|
作者：
Gao, XZ [1 ]
Ovaska, SJ [1 ]
Wang, X [1 ]
机构：
[1] Aalto Univ, Inst Intelligent Power Elect, FIN-02150 Espoo, Finland
来源：
2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7 | 2004年
关键词：
dynamical fuzzy systems; linguistic information feedback; a -level sets; Backpropagation through time; learning algorithm;
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：
In this paper the Linguistic Information Feedback-based Dynamical Fuzzy System (LIFDFS) proposed earlier by the authors is first introduced. The principles of alpha-level sets and Backpropagation Through Time (BTT) are also briefly discussed We employ these two methods to derive an explicit learning algorithm for the feedback parameters of the LIFDFS. With this training algorithm, our LITDFS becomes a potential candidate in solving real-time modeling and prediction problems.
引用
收藏
页码：2278 / 2285
页数：8
相关论文
共 50 条
  • [41] OSCILLATORY NETWORK DYNAMICS UNDERLYING FEEDBACK-BASED LEARNING USING SPATIAL AND NON-SPATIAL INFORMATION
    van de Vijver, Irene
    van Kempen, Jochem
    Cohen, Michael X.
    [J]. PSYCHOPHYSIOLOGY, 2013, 50 : S126 - S126
  • [42] Functional MRI study of feedback-based reinforcement learning in depression
    Kustubayeva, Almira M. M.
    Nelson, Erik B. B.
    Smith, Michael L. L.
    Allendorfer, Jane B. B.
    Eliassen, James C. C.
    [J]. FRONTIERS IN NEUROINFORMATICS, 2022, 16
  • [43] Feedback-based iterative learning control for MIMO LTI systems
    Doh, Tae-Yong
    Ryoo, Jung Rae
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2008, 6 (02) : 269 - 277
  • [44] Radio Tomographic Imaging with Feedback-based Sparse Bayesian Learning
    Wang, Zhen
    Su, Hang
    Guo, Xuemei
    Wang, Guoli
    [J]. 2018 8TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST 2018), 2018, : 50 - 56
  • [45] The impact of social anxiety on feedback-based go and nogo learning
    Jutta Peterburs
    Christine Albrecht
    Christian Bellebaum
    [J]. Psychological Research, 2022, 86 : 110 - 124
  • [46] PHYSICAL AND PSYCHOSOCIAL STRESS DIFFERENTIALLY AFFECT FEEDBACK-BASED LEARNING
    Yang, Xiao
    Nackley, Brittany
    Friedman, Bruce
    [J]. PSYCHOPHYSIOLOGY, 2018, 55 : S76 - S76
  • [47] The impact of social anxiety on feedback-based go and nogo learning
    Peterburs, Jutta
    Albrecht, Christine
    Bellebaum, Christian
    [J]. PSYCHOLOGICAL RESEARCH-PSYCHOLOGISCHE FORSCHUNG, 2022, 86 (01): : 110 - 124
  • [48] Adult Age Differences in Learning and Generalization of Feedback-Based Associations
    Simon, Jessica R.
    Gluck, Mark A.
    [J]. PSYCHOLOGY AND AGING, 2013, 28 (04) : 937 - 947
  • [49] A model of an information retrieval system with unbalanced fuzzy linguistic information
    Herrera-Viedma, Enrique
    Lopez-Herrera, Antonio Gabriel
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2007, 22 (11) : 1197 - 1214
  • [50] Feedback-Based Control Loop Congestion Control Algorithm for Wireless Networks
    Bhat, Ramyashree Venkatesh
    Haxhibeqiri, Jetmir
    Moerman, Ingrid
    Hoebeke, Jeroen
    [J]. IEEE ACCESS, 2024, 12 : 101767 - 101781
12345