Parameters Identification and Numerical Simulation for a Fractional Model of Honeybee Population Dynamics

被引:4
|
作者
Georgiev, Slavi [1 ,2 ]
Vulkov, Lubin [2 ]
机构
[1] Bulgarian Acad Sci, Inst Math & Informat, Dept Informat Modeling, Sofia 1113, Bulgaria
[2] Univ Ruse, Fac Nat Sci & Educ, Dept Appl Math & Stat, Ruse 7004, Bulgaria
关键词
honeybee population dynamics; fractional derivative; parameter estimation; cost function minimization; CALCULUS; PART;
D O I
10.3390/fractalfract7040311
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In order to investigate the honeybee population dynamics, many differential equation models were proposed. Fractional derivatives incorporate the history of the honeybee population dynamics. We numerically study the inverse problem of parameter identification in models with Caputo and Caputo-Fabrizio differential operators. We use a gradient method of minimizing a quadratic cost functional. We analyze and compare results for the integer (classic) and fractional models. The present work also contains discussion on the efficiency of the numerical methods used. Computational tests with realistic data were performed and are discussed.
引用
下载
收藏
页数:18
相关论文
共 50 条
  • [1] Parameter Identification Approach for a Fractional Dynamics Model of Honeybee Population
    Georgiev, Slavi G.
    Vulkov, Lubin G.
    LARGE-SCALE SCIENTIFIC COMPUTING (LSSC 2021), 2022, 13127 : 40 - 48
  • [2] BEEPOP - A HONEYBEE POPULATION-DYNAMICS SIMULATION-MODEL
    DEGRANDIHOFFMAN, G
    ROTH, SA
    LOPER, GL
    ERICKSON, EH
    ECOLOGICAL MODELLING, 1989, 45 (02) : 133 - 150
  • [3] A numerical study of fractional order population dynamics model
    Jafari, H.
    Ganji, R. M.
    Nkomo, N. S.
    Lv, Y. P.
    RESULTS IN PHYSICS, 2021, 27
  • [4] A fractional dynamical model for honeybee colony population
    Akman Yildiz, Tugba
    INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2018, 11 (05)
  • [5] Numerical simulation for two species time fractional weakly singular model arising in population dynamics
    Ghosh, Bappa
    Mohapatra, Jugal
    INTERNATIONAL JOURNAL OF MODELLING AND SIMULATION, 2023,
  • [6] Numerical algorithm for fractional order population dynamics model with delay
    Gorbova, T. V.
    IZVESTIYA INSTITUTA MATEMATIKI I INFORMATIKI-UDMURTSKOGO GOSUDARSTVENNOGO UNIVERSITETA, 2021, 57 : 91 - 103
  • [7] A Model of Honeybee Population Dynamics and Pollination Prediction
    Jing, Kaifeng
    Liu, Zhenpeng
    Liu, Zihan
    Yang, Jingtong
    Yang, Kai
    2023 3RD ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS TECHNOLOGY AND COMPUTER SCIENCE, ACCTCS, 2023, : 335 - 342
  • [8] A MODEL OF HONEYBEE COLONY POPULATION-DYNAMICS
    HARRIS, JL
    JOURNAL OF APICULTURAL RESEARCH, 1985, 24 (04) : 228 - 236
  • [9] Numerical simulation of a two-compartmental fractional model in pharmacokinetics and parameters estimation
    Qiao, Yanli
    Xu, Huanying
    Qi, Haitao
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2021, 44 (14) : 11526 - 11536
  • [10] Parallel LS-SVM for the numerical simulation of fractional Volterra's population model
    Parand, K.
    Aghaei, A. A.
    Jani, M.
    Ghodsi, A.
    ALEXANDRIA ENGINEERING JOURNAL, 2021, 60 (06) : 5637 - 5647