Features of Artificial Bee Colony Based Algorithm Realization for Parametric Identification Method of the Interval Discrete Dynamic Models

被引:0
|
作者
Kedrin, Yevhen [1 ]
Dyvak, Mykola [1 ]
Pukas, Andriy [1 ]
Voytyuk, Iryna [1 ]
Maslyiak, Yurii [1 ]
Papa, Oleksandr [1 ]
机构
[1] Ternopil Natl Econ Univ, Dept Comp Sci, Ternopol, Ukraine
关键词
mathematical modeling; interval analysis; interval discrete dynamic model; parameter identification; artificial bee colony algorithm; environmental monitoring; KINETICS;
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
This paper describes a method of parametric identification of the interval discrete dynamic models based on artificial bee colony algorithm. Realization of the proposed method is shown in the flowcharts of the main processes. The method efficiency has been proved based by computational experiments for two tasks of environmental monitoring and microbiological fermentation process modeling.
引用
收藏
页码:239 / 245
页数:7
相关论文
共 50 条
  • [1] Parameters Identification Method of Interval Discrete Dynamic Models of Air Pollution Based on Artificial Bee Colony Algorithm
    Dyvak, Mykola
    2020 10TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER INFORMATION TECHNOLOGIES (ACIT), 2020, : 130 - 135
  • [2] Text Fragment Recovery Method Based on Discrete Artificial Bee Colony Algorithm
    Tao, Zeyuan
    Hu, Wanshuai
    Shan, Zijian
    Pan, Zixiao
    PROCEEDINGS 2018 33RD YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2018, : 900 - 904
  • [3] Parametric Identification for Fractional Order Model Based on Hybrid Artificial Bee Colony Algorithm
    Youdao, Ye
    Wagan, Raja Asif
    Rector, Abdul Hussain Shah Bukhari
    PROCEEDINGS OF 2016 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), 2016, : 401 - 406
  • [4] Improving the computational implementation of the parametric identification method for interval discrete dynamic models
    Dyvak, Mykola
    Porplytsya, Natalia
    Borivets, Ihor
    Shynkaryk, Mykola
    PROCEEDINGS OF THE 2017 12TH INTERNATIONAL SCIENTIFIC AND TECHNICAL CONFERENCE ON COMPUTER SCIENCES AND INFORMATION TECHNOLOGIES (CSIT 2017), VOL. 1, 2017, : 533 - 536
  • [5] ARTIFICIAL BEE COLONY ALGORITHM FOR DISCRETE OPTIMIZATION
    Shao, Y. C.
    Zhu, J. N.
    Xu, Z. Y.
    Jia, H. B.
    Tian, L. W.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 122 : 14 - 15
  • [6] Discrete artificial bee colony algorithm for TSP
    Yu, Hong-Tao
    Gao, Li-Qun
    Tian, Wei-Hua
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2015, 36 (08): : 1074 - 1079
  • [7] Dynamic artificial bee colony algorithm with hybrid initialization method
    Raheem, Sabreen Fawzi
    Alabbas, Maytham
    Informatica (Slovenia), 2021, 45 (06): : 103 - 114
  • [8] Dynamic Artificial Bee Colony Algorithm with Hybrid Initialization Method
    Raheem, Sabreen Fawzi
    Alabbas, Maytham
    INFORMATICA-AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS, 2021, 45 (06): : 103 - 114
  • [9] Identification of linear dynamic systems using the artificial bee colony algorithm
    Ercin, Ozden
    Coban, Ramazan
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2012, 20 : 1175 - 1188
  • [10] Identification of structural models using a modified Artificial Bee Colony algorithm
    Sun, Hao
    Lus, Hilmi
    Betti, Raimondo
    COMPUTERS & STRUCTURES, 2013, 116 : 59 - 74