Structural system identification using genetic programming and a block diagram oriented simulation tool

被引：24
|
作者：
Gray, GJ [1 ]
Li, Y [1 ]
MurraySmith, DJ [1 ]
Sharman, KC [1 ]
机构：
[1] UNIV GLASGOW,DEPT ELECTR & ELECT ENGN,GLASGOW,LANARK,SCOTLAND
来源：
ELECTRONICS LETTERS | 1996年 / 32卷 / 15期
关键词：
state-space methods; parameter estimation; identification;
D O I：
10.1049/el:19960888
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Genetic programming can be used for structural optimisation. Combined with ii hybrid simple/simulated annealing algorithm, it is applied to the identification of nonlinear dynamic models from simulated experimental data. Nonlinear models similar to the original test model of the system are identified, yielding both correct structures and accurate parameters.
引用
收藏
页码：1422 / 1424
页数：3
相关论文
共 50 条
  • [21] MODELING AIRCRAFT JET ENGINE AND SYSTEM IDENTIFICATION BY USING GENETIC PROGRAMMING
    Nayyeri, H.
    Khorasani, K.
    2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
  • [22] Programming of sequential control systems using functional block diagram language
    Wcislik, M.
    Suchenia, K.
    Laskawski, M.
    IFAC PAPERSONLINE, 2015, 48 (04): : 330 - 335
  • [23] Structural versus Evaluation Based Solutions Similarity in Genetic Programming Based System Identification
    Winkler, Stephan M.
    NICSO 2010: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION, 2010, 284 : 269 - 282
  • [24] Block Diagram Model for the Simulation of an Electromagnetic Rail Accelerator System
    Siaenen, Thorbjoern
    Schneider, Markus
    Hogan, James
    2014 17TH INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC LAUNCH TECHNOLOGY (EML), 2014,
  • [25] Block Diagram Model for the Simulation of an Electromagnetic Rail Accelerator System
    Siaenen, Thorbjoern
    Schneider, Markus
    Hogan, James
    IEEE TRANSACTIONS ON PLASMA SCIENCE, 2015, 43 (05) : 1580 - 1584
  • [26] A genetic programming approach to structural identification of cellular automata
    El Yacoubi, S.
    Jacewicz, P.
    JOURNAL OF CELLULAR AUTOMATA, 2007, 2 (01) : 67 - 76
  • [27] Multiobjective Genetic Programming for Nonlinear System Identification
    Ferariu, Lavinia
    Patelli, Alina
    ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, 2009, 5495 : 233 - 242
  • [28] A Numerical Approach to Genetic Programming for System Identification
    Iba, Hitoshi
    deGaris, Hugo
    Sato, Taisuke
    EVOLUTIONARY COMPUTATION, 1995, 3 (04) : 417 - 452
  • [29] MULTIPROCESSOR SIMULATION USING OBJECT-ORIENTED PROGRAMMING
    FRON, A
    LECTURE NOTES IN COMPUTER SCIENCE, 1992, 634 : 819 - 820
  • [30] Automated Identification of a Mechatronic System Model Using Genetic Programming and Bond Graphs
    Behbahani, Saeed
    de Silva, Clarence W.
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2013, 135 (05):
12345