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
  • [21] A Neurophysiological examination of quality of learning in a feedback-based learning task
    Arbel, Yael
    Wu, Hao
    [J]. NEUROPSYCHOLOGIA, 2016, 93 : 13 - 20
  • [22] An Information Feedback-based Particle Swarm Optimization Algorithm for Multi-regional Image Segmentation
    Meng, Fan-Qi
    Wei, Shuang
    Wang, Jing-Dong
    Wang, Pei-Fang
    Li, Bin
    [J]. Journal of Network Intelligence, 2023, 8 (01): : 194 - 210
  • [23] A feedback-based power control algorithm design for VANET
    Guan, Xu
    Sengupta, Raja
    Krishnan, Hariharan
    Bai, Fan
    [J]. 2007 MOBILE NETWORKING FOR VEHICULAR ENVIRONMENTS, 2007, : 67 - +
  • [24] Stress Reduces Use of Negative Feedback in a Feedback-Based Learning Task
    Petzold, Antje
    Plessow, Franziska
    Goschke, Thomas
    Kirschbaum, Clemens
    [J]. BEHAVIORAL NEUROSCIENCE, 2010, 124 (02) : 248 - 255
  • [25] Feedback-based Learning Through Online Feedback Systems in Higher Education
    Figas, Paula
    Bartel, Alexander
    Hagel, Georg
    [J]. PROCEEDINGS OF THE HEAD'17 - 3RD INTERNATIONAL CONFERENCE ON HIGHER EDUCATION ADVANCES, 2017, : 734 - 742
  • [26] PI feedback-based dynamic load-balancing algorithm for distributed control system
    Tang, Feng
    Zhang, Ping
    Li, Fang
    Huang, Zhi-Xiang
    [J]. Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2015, 43 (09): : 81 - 87
  • [27] User Feedback-based Online Learning for Intent Classification
    Gonc, Kaan
    Saglam, Baturay
    Dalmaz, Onat
    Cukur, Tolga
    Kozat, Suleyman S.
    Dibeklioglu, Hamdi
    [J]. PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ICMI 2023, 2023, : 613 - 621
  • [28] An electrophysiological and behavioral investigation of feedback-based learning in aphasia
    Nunn, Kristen
    Arbel, Yael
    Vallila-Rohter, Sofia
    [J]. APHASIOLOGY, 2024, 38 (07) : 1195 - 1221
  • [29] Posture Control of a Robot Manipulator by Evaluating Fuzzy Linguistic Information Based on User Feedback
    Jayasekara, A. G. Buddhika P.
    Watanabe, Keigo
    Izumi, Kiyotaka
    Habib, Maki K.
    [J]. ISIE: 2009 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, 2009, : 1423 - 1428
  • [30] An optimal algorithm of group decision making based on linguistic fuzzy preference information
    Zeng Xuelan
    Li Zhengyi
    [J]. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4, 2007, : 430 - +
12345