Modeling the dynamics of nutrient–phytoplankton–zooplankton system with variable-order fractional derivatives

Abstract We extended the nutrient–phytoplankton–zooplankton model involving variable-order fractional differential operators of Liouville–Caputo, Caputo–Fabrizio and Atangana–Baleanu. Variable-order fractional operators permits model and describe accurately real world problems, for example, diffusion or spread of nutrients or species in different states. Particularly, we model the interaction of nutrient phytoplankton and its predator zooplankton. The variable-order fractional numerical scheme based on the fundamental theorem of fractional calculus and the Lagrange polynomial interpolation was consider. Numerical simulation results are provided for illustrating the effectiveness and applicability of the algorithm to solve variable-order fractional differential equations.

[1]  I. Podlubny Fractional differential equations : an introduction to fractional derivatives, fractional differential equations, to methods of their solution and some of their applications , 1999 .

[2]  Jun-Sheng Duan,et al.  Solution of the Magnetohydrodynamics Jeffery-Hamel Flow Equations by the Modified Adomian Decomposition Method , 2015 .

[3]  Joydip Dhar,et al.  Role of toxin producing phytoplankton on a plankton ecosystem , 2010 .

[4]  Roberto Garrappa,et al.  Fractional Adams-Moulton methods , 2008, Math. Comput. Simul..

[5]  Liquan Mei,et al.  Exact Solutions of Space-Time Fractional Variant Boussinesq Equations , 2012 .

[6]  Fawang Liu,et al.  Stability and convergence of a new explicit finite-difference approximation for the variable-order nonlinear fractional diffusion equation , 2009, Appl. Math. Comput..

[7]  Mohammad Shahbazi Asl,et al.  Novel algorithms to estimate nonlinear FDEs: Applied to fractional order nutrient-phytoplankton-zooplankton system , 2017, J. Comput. Appl. Math..

[8]  Takemitsu Hasegawa,et al.  Quadrature rule for Abel's equations : uniformly approximating fractional derivatives uniformly approximating fractional derivatives (High Performance Algorithms for Computational Science and Their Applications) , 2008 .

[9]  Hossein Jafari,et al.  Analysis of a system of nonautonomous fractional differential equations involving Caputo derivatives , 2007 .

[10]  Xiao‐Jun Yang,et al.  Fractional derivatives of constant and variable orders applied to anomalous relaxation models in heat-transfer problems , 2016, 1612.03202.

[11]  B. Alkahtani Atangana-Batogna numerical scheme applied on a linear and non-linear fractional differential equation , 2018 .

[12]  Sachin Bhalekar,et al.  A new predictor-corrector method for fractional differential equations , 2014, Appl. Math. Comput..

[13]  Ranjit Kumar Upadhyay,et al.  Chaos to Order: Role of Toxin Producing Phytoplankton in Aquatic Systems , 2005 .

[14]  Mohammad Shahbazi Asl,et al.  An improved PC scheme for nonlinear fractional differential equations: Error and stability analysis , 2017, J. Comput. Appl. Math..

[15]  A. Atangana,et al.  New numerical approximation of fractional derivative with non-local and non-singular kernel: Application to chaotic models , 2017 .

[16]  Chuanjun Dai,et al.  Dynamics induced by delay in a nutrient–phytoplankton model with diffusion , 2016 .

[17]  A. Atangana,et al.  New Fractional Derivatives with Nonlocal and Non-Singular Kernel: Theory and Application to Heat Transfer Model , 2016, 1602.03408.

[18]  J. F. Gómez‐Aguilar,et al.  Decolonisation of fractional calculus rules: Breaking commutativity and associativity to capture more natural phenomena , 2018 .

[19]  Alan D. Freed,et al.  Detailed Error Analysis for a Fractional Adams Method , 2004, Numerical Algorithms.

[20]  H. Jafari,et al.  A note on exact solutions for nonlinear integral equations by a modified homotopy perturbation method , 2013 .

[21]  A. Atangana,et al.  Analysis and application of new fractional Adams–Bashforth scheme with Caputo–Fabrizio derivative , 2017 .

[22]  Hongfang Ma,et al.  Exact solutions of non-linear fractional partial differential equations by fractional sub-equation method , 2015 .

[23]  N. Ford,et al.  A Predictor-Corrector Approach for the Numerical Solution of Fractional Differential Equations , 2013 .

[24]  J. F. Gómez‐Aguilar,et al.  Novel numerical method for solving variable-order fractional differential equations with power, exponential and Mittag-Leffler laws , 2018, Chaos, Solitons & Fractals.

[25]  Weihua Deng,et al.  Jacobian-predictor-corrector approach for fractional differential equations , 2012, Adv. Comput. Math..

[26]  S. Mohyud-Din,et al.  Fractional sub-equation method to space–time fractional Calogero-Degasperis and potential Kadomtsev-Petviashvili equations , 2017 .

[27]  Abdon Atangana,et al.  New two step Laplace Adam‐Bashforth method for integer a noninteger order partial differential equations , 2017, 1708.01417.

[28]  A. Atangana,et al.  New numerical approach for fractional differential equations , 2017, 1707.08177.

[29]  Changpin Li,et al.  Finite difference methods with non-uniform meshes for nonlinear fractional differential equations , 2016, J. Comput. Phys..

[30]  A. Wazwaz,et al.  Steady-state concentrations of carbon dioxide absorbed into phenyl glycidyl ether solutions by the Adomian decomposition method , 2015, Journal of Mathematical Chemistry.

[31]  Changpin Li,et al.  On the fractional Adams method , 2009, Comput. Math. Appl..

[32]  J. A. Tenreiro Machado,et al.  An Extended Predictor–Corrector Algorithm for Variable-Order Fractional Delay Differential Equations , 2016 .

[33]  Anal Chatterjee,et al.  Bottom up and top down effect on toxin producing phytoplankton and its consequence on the formation of plankton bloom , 2011, Appl. Math. Comput..

[34]  Joel A. Rosenfeld,et al.  Approximating the Caputo Fractional Derivative through the Mittag-Leffler Reproducing Kernel Hilbert Space and the Kernelized Adams-Bashforth-Moulton Method , 2017, SIAM J. Numer. Anal..

[35]  M. Caputo,et al.  A new Definition of Fractional Derivative without Singular Kernel , 2015 .

[36]  Abdon Atangana,et al.  Fractional derivatives with no-index law property: Application to chaos and statistics , 2018, Chaos, Solitons & Fractals.

[37]  Abdon Atangana,et al.  Non validity of index law in fractional calculus: A fractional differential operator with Markovian and non-Markovian properties , 2018, Physica A: Statistical Mechanics and its Applications.

[38]  Leon O. Chua,et al.  WORLD SCIENTIFIC SERIES ON NONLINEAR SCIENCE , 2009 .

[39]  S. Momani,et al.  Application of Variational Iteration Method to Nonlinear Differential Equations of Fractional Order , 2006 .