A discrete particle swarm optimizer for graphic presentation of GMDH network

被引:0
|
作者
Liu, TC [1 ]
Wang, JC [1 ]
机构
[1] Chang Gang Univ, Dept Informat Management, Taoyuan, Taiwan
关键词
Particle Swarm Optimization (PSO); Group Method of Data Handling (GMDH);
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Particle Swarm Optimization is a new population based optimization methodology. With a characteristic of high performance and easy implementation, the Particle Swarm Optimizer has many successful cases. However, it still has a problem of efficiency in solving sequential problems. In this paper, we propose a more efficient discrete particle Swarm algorithm in solving the sequential problems such as graphic presentation of GMDH network. The dataset of Fisher's Iris Plant is tested and the results are shown.
引用
收藏
页码:2329 / 2333
页数:5
相关论文
共 50 条
  • [1] A Discrete Particle Swarm Optimizer for Multi-Solution Problems
    Kubota, Masafumi
    Saito, Toshimichi
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2012, E95A (01) : 406 - 409
  • [2] NEURAL NETWORK TRAINING WITH PARALLEL PARTICLE SWARM OPTIMIZER
    覃征
    刘宇
    王昱
    [J]. Journal of Pharmaceutical Analysis, 2006, (02) : 109 - 112
  • [3] A Constructive Particle Swarm Optimizer for Virtual Network Embedding
    Song, An
    Chen, Wei-Neng
    Gu, Tianlong
    Zhang, Huaxiang
    Zhang, Jun
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2020, 7 (03): : 1406 - 1420
  • [4] Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation in Complex Network
    Janostik, Jakub
    Pluhacek, Michal
    Senkerik, Roman
    Zelinka, Ivan
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL AFRO-EUROPEAN CONFERENCE FOR INDUSTRIAL ADVANCEMENT (AECIA 2015), 2016, 427 : 561 - 569
  • [5] Hybrid Discrete Particle Swarm Optimizer Algorithm for Traveling salesman problem
    Wu Hua-li
    Wu Jin-hua
    Liu Ai-li
    [J]. MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 4526 - 4529
  • [6] An integrated particle swarm optimizer for optimization of truss structures with discrete variables
    Mortazavi, Ali
    Togan, Vedat
    Nuhoglu, Ayhan
    [J]. STRUCTURAL ENGINEERING AND MECHANICS, 2017, 61 (03) : 359 - 370
  • [7] Particle swarm optimization with discrete recombination:: An online optimizer for Evolvable Hardware
    Pena, Jorge
    Upegui, Andres
    Sanchez, Eduardo
    [J]. AHS 2006: FIRST NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS, PROCEEDINGS, 2006, : 163 - 170
  • [8] A modified particle swarm optimizer
    Shi, YH
    Eberhart, R
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION - PROCEEDINGS, 1998, : 69 - 73
  • [9] A grouping particle swarm optimizer
    Zhao, Xiaorong
    Zhou, Yuren
    Xiang, Yi
    [J]. APPLIED INTELLIGENCE, 2019, 49 (08) : 2862 - 2873
  • [10] Momentum particle swarm optimizer
    Liu Yu1
    2. School of Software
    3. Dept. of Mathematics
    [J]. Journal of Systems Engineering and Electronics, 2005, (04) : 941 - 946