Existence of solutions for time fractional order diffusion equations on weighted graphs

Document Type : Research Paper

Authors

Department of Mathematics, Faculty of Science, King Mongkut’s University of Technology Thonburi, 126 Pracha Uthit Road, Bang Mod, Thung Kru, Bangkok, 10140, Thailand

Abstract

We generalize the concept of diffusion equations on weighted graphs, which is also known as $\omega$-diffusion equations, to study fractional order diffusion equations on weighted graphs. More precisely, we replace the ordinary first order derivative in time by a fractional derivative of order $\alpha$ in the sense of Riemann-Liouville and Caputo fractional derivatives. We prove the existence of solutions of fractional order diffusion equations on graphs using the concept of $\alpha$-exponential matrix and illustrate the solutions through numerical simulation in various examples.

Highlights

[1] P. Agarwal and J.E. Restrepo, An extension by means of ω-weighted classes of the generalized Riemann-Liouville
k-fractional integral inequalities, J. Math. Inequal. 14 (2020), no. 1, 35–46.
[2] M. Al-Refai and T. Abdeljawad, Analysis of the fractional diffusion equations with fractional derivative of nonsingular kernel, Adv. Differ. Equ. 2017 (2017), no. 1, 1–12.
[3] A. Atangana and D. Baleanu, New fractional derivatives with non-local and non-singular kernel: theory and
applications to heat transfer model, Therm. Sci. 20 (2016), 757–763.
[4] N. Biggs, N.L. Biggs and B. Norman, Algebraic graph theory, Second edition,; Cambridge University Press:
Cambridge, England, 1993.
[5] B. Bonilla, M. Rivero and J.J. Trujillo, On systems of linear fractional differential equations with constant coefficients, Appl. Math. Comput. 187 (2007), no. 1, 68–78.
[6] M. Caputo and M. Fabrizio, A new definition of fractional derivative without singular kernel, Progr. Fract. Differ.
Appl. 1 (2015), no. 2, 73–85.
[7] F. Chung and S.T. Yau, Discrete Green’s functions, J. Comb. Theory A 91 (2000), 191–214.
[8] S.Y. Chung and C.A. Berenstein, ω-harmonic functions and inverse conductivity problems on networks, SIAM
J. Appl. Math. 65 (2005), 1200–1226.
[9] S.Y. Chung, Y.S. Chung and J.H. Kim, Diffusion and elastic eEquations on networks, Publ. Rims 43 (2007),
699–726.
[10] E.B. Curtis and J.A. Morrow, The Dirichlet to Neumann map for a resistor network, SIAM J. Appl. Math. 51
(1991), 1011–1029.
[11] D.M. Cvetkovic, M. Doob and H. Sachs, Spectra of graphs, Academic Press, New York, United States of America,
1980.
[12] E. Estrada, d-path laplacians and quantum transport on graphs, Math. 8 (2020), 527.
[13] R. Garrappa, Numerical solution of fractional differential equations: A survey and a software tutorial, Math. 6
(2018), 16.
[14] M. Keller and D. Lenz, Unbounded Laplacians on graphs: basic spectral properties and the heat equation, Math.
Model. Nat. Phenom. 5 (2020), 198–224.
[15] A.A.A. Kilbas, H.M. Srivastava and J.J.Trujillo, Theory and applications of fractional differential equations,
Elsevier Science Limited: Amsterdam, Netherlands, 2006.
[16] F. Mainardi, Fractional calculus: Theory and applications, Math. 6 (2018), no. 9, 145.
[17] I. Podlubny, Fractional differential equations: an introduction to fractional derivatives, fractional differential
equations, to methods of their solution and some of their applications, Elsevier Science Limited, Amsterdam,
Netherlands, 1998.
[18] H. Rudolf, Applications of fractional calculus in physics, World Scientific, Singapore, 2000.
[19] N.H. Tuan, D. Baleanu, T.N. Thach, D. O’Regan and N.H. Can, Final value problem for nonlinear time fractional
reaction-diffusion equation with discrete data, J. Comput. Appl. Math. 376 (2020), 112883.
[20] N.H. Tuan, T.B. Ngoc, D. Baleanu and D. O’Regan, On well-posedness of the sub-diffusion equation with conformable derivative model, Commun. Nonlinear Sci. Numer. Simul. 89 (2020), 105332.
[21] J. Vanterler da C. Sousa and E. Capelas de Oliveira, On the ψ-Hilfer fractional derivative, Commun. Nonlinear
Sci. Numer. Simul. 60 (2018), 72—91.
[22] L. V´azquez, J. Trujillo and M.P. Velasco, Fractional heat equation and the second law of thermodynamics, Fract.
Calc. Appl. Anal. 14 (2011), 334–342.
[23] D.V. Widder, The heat equation, Academic Press: New York, United States of America, 1975.

Keywords

[1] P. Agarwal and J.E. Restrepo, An extension by means of ω-weighted classes of the generalized Riemann-Liouville
k-fractional integral inequalities, J. Math. Inequal. 14 (2020), no. 1, 35–46.
[2] M. Al-Refai and T. Abdeljawad, Analysis of the fractional diffusion equations with fractional derivative of nonsingular kernel, Adv. Differ. Equ. 2017 (2017), no. 1, 1–12.
[3] A. Atangana and D. Baleanu, New fractional derivatives with non-local and non-singular kernel: theory and
applications to heat transfer model, Therm. Sci. 20 (2016), 757–763.
[4] N. Biggs, N.L. Biggs and B. Norman, Algebraic graph theory, Second edition,; Cambridge University Press:
Cambridge, England, 1993.
[5] B. Bonilla, M. Rivero and J.J. Trujillo, On systems of linear fractional differential equations with constant coefficients, Appl. Math. Comput. 187 (2007), no. 1, 68–78.
[6] M. Caputo and M. Fabrizio, A new definition of fractional derivative without singular kernel, Progr. Fract. Differ.
Appl. 1 (2015), no. 2, 73–85.
[7] F. Chung and S.T. Yau, Discrete Green’s functions, J. Comb. Theory A 91 (2000), 191–214.
[8] S.Y. Chung and C.A. Berenstein, ω-harmonic functions and inverse conductivity problems on networks, SIAM
J. Appl. Math. 65 (2005), 1200–1226.
[9] S.Y. Chung, Y.S. Chung and J.H. Kim, Diffusion and elastic eEquations on networks, Publ. Rims 43 (2007),
699–726.
[10] E.B. Curtis and J.A. Morrow, The Dirichlet to Neumann map for a resistor network, SIAM J. Appl. Math. 51
(1991), 1011–1029.
[11] D.M. Cvetkovic, M. Doob and H. Sachs, Spectra of graphs, Academic Press, New York, United States of America,
1980.
[12] E. Estrada, d-path laplacians and quantum transport on graphs, Math. 8 (2020), 527.
[13] R. Garrappa, Numerical solution of fractional differential equations: A survey and a software tutorial, Math. 6
(2018), 16.
[14] M. Keller and D. Lenz, Unbounded Laplacians on graphs: basic spectral properties and the heat equation, Math.
Model. Nat. Phenom. 5 (2020), 198–224.
[15] A.A.A. Kilbas, H.M. Srivastava and J.J.Trujillo, Theory and applications of fractional differential equations,
Elsevier Science Limited: Amsterdam, Netherlands, 2006.
[16] F. Mainardi, Fractional calculus: Theory and applications, Math. 6 (2018), no. 9, 145.
[17] I. Podlubny, Fractional differential equations: an introduction to fractional derivatives, fractional differential
equations, to methods of their solution and some of their applications, Elsevier Science Limited, Amsterdam,
Netherlands, 1998.
[18] H. Rudolf, Applications of fractional calculus in physics, World Scientific, Singapore, 2000.
[19] N.H. Tuan, D. Baleanu, T.N. Thach, D. O’Regan and N.H. Can, Final value problem for nonlinear time fractional
reaction-diffusion equation with discrete data, J. Comput. Appl. Math. 376 (2020), 112883.
[20] N.H. Tuan, T.B. Ngoc, D. Baleanu and D. O’Regan, On well-posedness of the sub-diffusion equation with conformable derivative model, Commun. Nonlinear Sci. Numer. Simul. 89 (2020), 105332.
[21] J. Vanterler da C. Sousa and E. Capelas de Oliveira, On the ψ-Hilfer fractional derivative, Commun. Nonlinear
Sci. Numer. Simul. 60 (2018), 72—91.
[22] L. V´azquez, J. Trujillo and M.P. Velasco, Fractional heat equation and the second law of thermodynamics, Fract.
Calc. Appl. Anal. 14 (2011), 334–342.
[23] D.V. Widder, The heat equation, Academic Press: New York, United States of America, 1975.
Volume 13, Issue 2
July 2022
Pages 2219-2232
  • Receive Date: 26 April 2021
  • Revise Date: 26 September 2021
  • Accept Date: 14 October 2021