COMPUTING WITH GENETIC ALGORITHMS IN THE CONTEXT OF ADAPTIVE NEURAL FILTERING

被引：2
|
作者：
OSTROWSKI, T
机构：
[1] Technical University of Szczecin, Institute of Electronics and Computer Science, 71-126 Szczecin, ul. 26
来源：
PATTERN RECOGNITION LETTERS | 1995年 / 16卷 / 02期
关键词：
ADAPTIVE FILTERING; GENETIC ALGORITHM; NEURAL FILTER; OPTIMIZATION PROBLEM;
D O I：
10.1016/0167-8655(94)00080-M
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The contribution of this paper is the genetic algorithm (GA) that finds sub-optimal hard neural filters. The developed GA outperforms the adaptive least mean absolute (LMA) algorithm and can be successfully implemented on personal computers.
引用
收藏
页码：125 / 132
页数：8
相关论文
共 50 条
  • [1] Adaptive filtering using morphological operators and genetic algorithms
    Terebes, R
    Borda, M
    Yuan, BZ
    Lavialle, O
    Baylou, P
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 853 - 857
  • [2] Detection of fetal ECG with IIR adaptive filtering and genetic algorithms
    Kam, A
    Cohen, A
    ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, : 2335 - 2338
  • [3] Towards Hardware Implementation of Genetic Algorithms for Adaptive Filtering Applications
    Merabti, Hocine
    Massicotte, Daniel
    2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,
  • [4] Adaptive filtering algorithms
    Theodoridis, S
    IMTC/2001: PROCEEDINGS OF THE 18TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3: REDISCOVERING MEASUREMENT IN THE AGE OF INFORMATICS, 2001, : 1497 - 1501
  • [5] ADAPTIVE NEURAL NETWORK ALGORITHMS FOR COMPUTING PROXIMITY EFFECT CORRECTIONS
    FRYE, RC
    JOURNAL OF VACUUM SCIENCE & TECHNOLOGY B, 1991, 9 (06): : 3054 - 3058
  • [6] NEURAL NETWORKS AND NONLINEAR ADAPTIVE FILTERING - UNIFYING CONCEPTS AND NEW ALGORITHMS
    NERRAND, O
    ROUSSELRAGOT, P
    PERSONNAZ, L
    DREYFUS, G
    MARCOS, S
    NEURAL COMPUTATION, 1993, 5 (02) : 165 - 199
  • [7] Adaptive Filtering Algorithms: Survey
    Presencia, J. Anit
    Bella, A. Benitto
    2017 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, INSTRUMENTATION AND COMMUNICATION ENGINEERING (ICEICE), 2017,
  • [8] Advanced Algorithms for Adaptive Filtering
    Arezki, M.
    Berkani, D.
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SIGNAL PROCESSING, ROBOTICS AND AUTOMATION, 2009, : 113 - +
  • [9] Adaptive information filtering algorithms
    Tauritz, DR
    Sprinkhuizen-Kuyper, IG
    ADVANCES IN INTELLIGENT DATA ANALYSIS, PROCEEDINGS, 1999, 1642 : 513 - 524
  • [10] ON STOCHASTIC ALGORITHMS IN ADAPTIVE FILTERING
    METIVIER, M
    LECTURE NOTES IN MATHEMATICS, 1986, 1203 : 134 - 156
12345