This work is concerned with the study of explicit solutions for generalized coupled reaction-diffusion and Burgers-type systems with variable coefficients. Including nonlinear models with variable coefficients such as the diffusive Lotka-Volterra model, the Gray-Scott model, the Burgers equations. The equations' integrability (via the explicit formulation of the solutions) is accomplished by using similarity transformations and requiring that the coefficients fulfill a Riccati system. We present traveling wave-type solutions as well as solutions with more complex dynamics and relevant features such as bending. A Mathematica file has been prepared as supplementary material, verifying the Riccati systems used in the construction of the solutions.
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Figure 4. Figures (a) and (c) describe the traveling wave solutions for the system (84)-(85) with $ a_1 = c_2 = c_1 = 2, $ $ a_2 = 1, $ $ b_1 = b_2 = \sqrt{2} $, $ \nu_0 = \frac{1}{2}, $ $ \nu_1 = -\frac{\sqrt{2}}{4} $, $ A = 1, $ $ B = \frac{\sqrt{2}}{2} $, $ \kappa(0) = 1 $, and $ \varepsilon(0) = 2 $. The contours of these solutions are shown in (b) and (d)
| [1] |
R. Abazaria and A. Borhanifar, Numerical study of the solution of the Burgers and coupled Burgers equations by a differential transformation method, Computers and Mathematics with Applications, 59 (2010), 2711-2722.
doi: 10.1016/j.camwa.2010.01.039.
|
| [2] |
P. Acosta-Humánez and E. Suazo, Liouvillian propagators, Riccati equation and differential Galois theory, J. Phys. A: Math. Theor., 46 (2013), 455203, 17pp.
|
| [3] |
M. O. Aibinua and S. Moyo, Constructing exact solutions to systems of reaction-diffusion equations, Int. J. Nonlinear Anal. Appl., 14 (2023), 585-595.
|
| [4] |
G. Amador, K. Colon, N. Luna, G. Mercado, E. Pereira and E. Suazo, On solutions for linear and nonlinear Schrödinger equations with variable coefficients: A computational approach, Symmetry, 8 (2016), Art. 38, 16 pp.
doi: 10.3390/sym8060038.
|
| [5] |
A. H. Askar, Á. Nagy, I. F. Barna and E. Kovács, Analytical and numerical results for the diffusion-reaction equation when the reaction coefficient depends on simultaneously the space and time coordinates, Computation, 11 (2023), 127.
doi: 10.3390/computation11070127.
|
| [6] |
N. F. Britton, Essential Mathematical Biology, Springer Undergrad. Math. Ser., Springer-Verlag London, Ltd., London, 2003.
|
| [7] |
J. F. Cariñena, J. Grabowski, J. de Lucas and C. Sardón, Dirac–Lie systems and Schwarzian equations, Journal of Differential Equations, 257 (2014), 2303-2340.
doi: 10.1016/j.jde.2014.05.040.
|
| [8] |
M. A. J. Chaplain, Reaction–diffusion prepatterning and its potential role in tumour invasion, Journal of Biological Systems, 3 (1995), 929-936.
doi: 10.1142/S0218339095000824.
|
| [9] |
R. Cherniha and V. Davydovych, Construction and application of exact solutions of the diffusive Lotka-Volterra system: A review and new results, Communication in Nonlinear Science and Numerical Simulation, 113 (2022), Paper No. 106579, 25 pp.
|
| [10] |
R. M. Cherniha and V. A. Dutka, Diffusive Lotka–Volterra system: Lie symmetries and exact and numerical solutions, Ukrainian Mathematical Journal, 56 (2004), 1665-1675.
|
| [11] |
C. Chou, Y. Zhang, R. Zhao and Q. Nie, Numerical methods for stiff reaction-diffusion systems, Discrete and continuous Dynamical system- Series B, 7 (2007), 515-525.
doi: 10.3934/dcdsb.2007.7.515.
|
| [12] |
R. Cordero-Soto, R. M. Lopez, E. Suazo and S. K. Suslov, Propagator of a charged particle with a spin in uniform magnetic and perpendicular electric fields, Lett. Math. Phys., 84 (2008), 159-178.
doi: 10.1007/s11005-008-0239-6.
|
| [13] |
M. Dehghan, A. Hamidia and M. Shakourifar, The solution of coupled Burgers' equations using Adomian–Pade technique, Applied Mathematics and Computation, 189 (2007), 1034-1047.
doi: 10.1016/j.amc.2006.11.179.
|
| [14] |
A. J. Ellery, M. J. Simpson, S. W. McCue and R. E. Baker, Simplified approach for calculating moments of action for linear reaction-diffusion equations, Physical Review E, 88 (2013), 054102.
doi: 10.1103/PhysRevE.88.054102.
|
| [15] |
J. Escorcia and E. Suazo, Blow-up results and soliton solutions for a generalized variable coefficient nonlinear Schrödinger equation, Applied Mathematics and Computation, 301 (2017), 155-176.
doi: 10.1016/j.amc.2016.12.018.
|
| [16] |
J. M. Escorcia and E. Suazo, On blow-up and explicit soliton solutions for coupled variable coefficient nonlinear Schrödinger equations, Mathematics, 12 (2024), 2694.
doi: 10.3390/math12172694.
|
| [17] |
R. Field and M. Burger, Oscillations and traveling waves in chemical systems, Wiley, New York, 1985.
|
| [18] |
M. Freidlin, Coupled reaction-diffusion equations, The Annals of Probability, 19 (1991), 29-57.
doi: 10.1214/aop/1176990535.
|
| [19] |
A. Gaber and A. Wazwaz, Dynamic wave solutions for (2+1)-dimensional DJKM equation in plasma physics, AIMS Mathematics, 9 (2024), 6060-6072.
doi: 10.3934/math.2024296.
|
| [20] |
A. Gaber, A. Wazwaz and M. Mousa, Similarity reductions and new exact solutions for (3+1)-dimensional B-B equation, Modern Physics Letter B, 38 (2024), Paper No. 2350243, 12 pp.
doi: 10.1142/S0217984923502433.
|
| [21] |
C. M. Garcia-Lopez and J. I. Ramos, Linearized methods, part II: Reaction-diffusion equations', Comput. Methods Appl. Mech. Eng., 137 (1996), 357-378.
|
| [22] |
Z. Ghaemi, O. Nafiu and E. Tajkhorshid, et al., A computational spatial whole-cell model for hepatitis B viral infection and drug interactions, Sci Rep, 13 (2023), Article number: 21392.
doi: 10.1038/s41598-023-45998-0.
|
| [23] |
P. Gray and S. K. Scott, Autocatalytic reactions in the isothermal continuous stirred tank reactor, Chemical Engineering Science, 39 (1984), 1087-1097.
doi: 10.1016/0009-2509(84)87017-7.
|
| [24] |
S. Habib, C. Molina-París and T. S. Deisboeck, Complex dynamics of tumors: Modeling an emerging brain tumor system with coupled reaction-diffusion equations, Physica A, 327 (2003), 501-524.
|
| [25] |
L. Hung, Traveling wave solutions of competitive-cooperative Lotka–Volterra systems of three species, Nonlinear Analysis: Real World Applications, 12 (2011), 3691-3700.
doi: 10.1016/j.nonrwa.2011.07.002.
|
| [26] |
H. M. Jaradat, Two-mode coupled Burgers equation: Multiple-kink solutions and other exact solutions, Alexandria Engineering Journal, 57 (2018), 2151-2155.
|
| [27] |
W. Jiang, Z. Lu and J. Wang, Uniform patterns formation based on Gray-Scott model for 3D printing, Computer Physics Communications, 295 (2024), 108974.
doi: 10.1016/j.cpc.2023.108974.
|
| [28] |
N. Kaur and V. Joshi, Numerical solution to the Gray-Scott reaction-diffusion equation using hyperbolic B-spline, Journal of Physics: Conference Series, 2267 (2022), 012072.
doi: 10.1088/1742-6596/2267/1/012072.
|
| [29] |
E. H. Kerner, Adynamical approach to chemical kinetics: Mass-action laws as generalized Riccati equations, Bulletin of Mathematical Biophysics, 34 (1972), 243-275.
|
| [30] |
C. Koutschan, E. Suazo and S. K. Suslov, Fundamental laser modes in paraxial optics: From computer algebra and simulations to experimental observation, Appl. Phys. B, 121 (2015), 315-336.
doi: 10.1007/s00340-015-6231-9.
|
| [31] |
Y. Kuang, J. D. Nagy and S. E. Eikenberry, Introduction to Mathematical Oncology, Chapman & amp; Hall/CRC Math. Comput. Biol. Ser., CRC Press, Boca Raton, FL, 2016.
|
| [32] |
M. Kumar and S. Pandit, A composite numerical scheme for the numerical simulation of coupled Burgers' equation, Computer Physics Communications, 185 (2014), 809-817.
doi: 10.1016/j.cpc.2013.11.012.
|
| [33] |
Y. Kuramoto, Chemical Oscillations, Waves and Turbulence, Springer Ser. Synergetics, 19, Springer-Verlag, Berlin, 1984.
|
| [34] |
R. T. Liu, S. S. Liaw and P. K. Maini, Two-stage Turing model for generating pigment patterns on the leopard and the jaguar, Physical Review E, 74 (2006), 011914.
doi: 10.1103/PhysRevE.74.011914.
|
| [35] |
A. J. Lotka, Undamped oscillations derived from the law of mass action, J. Am. Chem. Soc., 42 (1920), 1595-1599.
doi: 10.1021/ja01453a010.
|
| [36] |
W. Malfliet and W. Hereman, The tahn method: I. exact solutions of nonlinear evolution and wave equations, Phys. Scripta, 54 (1996), 563-568.
|
| [37] |
M. E. Marhic, Oscillating hermite-gaussian wave functions of the harmonic oscillator, Lett. Nuovo Cim., 22 (1978), 376-378.
doi: 10.1007/BF02820587.
|
| [38] |
L. A. Markovich, R. Grimaudo, A. Messina and H. Nakazato, An example of interplay between physics and mathematics: Exact resolution of a new class of Riccati Equations, Annals of Physics, 385 (2017), 522-531.
|
| [39] |
M. Maroua and B. Nabila, Asymptotic behavior of solution for coupled reaction diffusion system by order m, Int. J. Anal. Appl., 21 (2023), 1-12.
doi: 10.28924/2291-8639-21-2023-37.
|
| [40] |
B. T. Mbopda, S. Issa, R. Guiem, S. C. Oukouomi Noutchie and H. P. Ekobena, Travelling waves of a nonlinear reaction-diffusion model of the hepatitis B virus, Eur. Phys. J. Plus, 138 (2023), article number: 971.
doi: 10.1140/epjp/s13360-023-04534-9.
|
| [41] |
R. C. Mittal and G. Arora, Numerical solution of the coupled viscous Burgers equation, Commun Nonlinear Sci Numer Simulat, 16 (2011), 1304-1313.
doi: 10.1016/j.cnsns.2010.06.028.
|
| [42] |
R. C. Mittal and R. Rohila, Numerical simulation of reaction-diffusion systems by modified cubic B-spline differential quadrature method, Chaos, Solitons and Fractals, 92 (2016), 9-19.
doi: 10.1016/j.chaos.2016.09.007.
|
| [43] |
J. Morgan and B. Q. Tang, Global well-posedness for volume-surface reaction-diffusion systems, Communications in Contemporary Mathematics, 25 (2023), Paper No. 2250002, 63 pp.
doi: 10.1142/S021919972250002X.
|
| [44] |
Z. Navickas, R. Vilkas, T. Telksnys and M. Ragulskis, Direct and inverse relationships between Riccati systems coupled with multiplicative terms, Journal of Biological Dynamics, 10 (2016), 297-313.
doi: 10.1080/17513758.2016.1181801.
|
| [45] |
G. Nicolis and I. Prigogine, Exploring Complexity, New York: Freeman, 1989.
|
| [46] |
A. Okubo and S. A. Levin, Diffusion and Ecological Problems: Modern Perspectives, Second edition, Interdiscip. Appl. Math., 14, Springer-Verlag, New York, 2001.
|
| [47] |
A. G. Osborne and M. R. Deinert, Stability instability and Hopf bifurcation in fission waves, Cell Reports Physical Science, 2 (2021), 100588.
|
| [48] |
C. V. Pao, Global asymptotic stability of Lotka–Volterra competition systems with diffusion and time delays, Nonlinear Analysis: Real World Applications, 5 (2004), 91-104.
doi: 10.1016/S1468-1218(03)00018-X.
|
| [49] |
C. V. Pao and Y. Wang, Numerical solutions of a three-competition Lotka–Volterra system, Applied Mathematics and Computation, 204 (2008), 423-440.
doi: 10.1016/j.amc.2008.06.057.
|
| [50] |
O. Pashaev and G. Tanoglu, Vector shock soliton and the Hirota bilinear method, Chaos, Solitons and Fractals, 26 (2005), 95-105.
doi: 10.1016/j.chaos.2004.12.021.
|
| [51] |
E. Pereira, E. Suazo and J. Trespalacios, Riccati-Ermakov systems and explicit solutions for variable coefficient reaction-diffusion equations, Applied Mathematics and Computation, 329 (2018), 278-296.
doi: 10.1016/j.amc.2018.01.047.
|
| [52] |
A. D. Polyanin, Construction of exact solutions in implicit form for pdes: New functional separable solutions of non-linear reaction–diffusion equations with variable coefficients, International Journal of Non-Linear Mechanics, 111 (2019), 95-105.
|
| [53] |
A. D. Polyanin, Functional separable solutions of nonlinear reaction–diffusion equations with variable coefficients, Applied Mathematics and Computation, 347 (2019), 282-292.
doi: 10.1016/j.amc.2018.10.092.
|
| [54] |
A. D. Polyanin and A. I. Zhurov, Multi-parameter reaction–diffusion systems with quadratic nonlinearity and delays: New exact solutions in elementary functions, Mathematics, 10 (2022), 1529.
|
| [55] |
A. D. Polyanin and A. I. Zhurov, Separation of Variables and Exact Solutions to Nonlinear PDEs, Adv. Appl. Math., CRC Press, Boca Raton, FL, 2022.
|
| [56] |
A. R. P. Rau, Manipulating two-spin coherences and qubit pairs, Physical Review A, 61 (2000), 032301, 5 pp.
doi: 10.1103/PhysRevA.61.032301.
|
| [57] |
W. T. Reid, Riccati Differential Equations, Math. Sci. Eng., Vol. 86, Academic Press, New York-London, 1972.
|
| [58] |
M. Rodrigo and M. Mimura, Exact solutions of a competition-diffusion system, Hirohima Math J, 30 (2000), 257-270.
doi: 10.32917/hmj/1206124686.
|
| [59] |
M. Rodrigo and M. Mimura, Exact solutions of reaction-diffusion systems and nonlinear wave equations, Japan J. Indust. Appl. Math., 18 (2001), 657-696.
doi: 10.1007/BF03167410.
|
| [60] |
H. Shoji, Y. Iwasa, A. Mochizuki and S. Kondo, Directionality of stripes formed by anisotropic reaction-diffusion models, J. theor. Biol., 214 (2006), 549-561.
doi: 10.1006/jtbi.2001.2480.
|
| [61] |
M. J. Simpson and K. A. Landman, Analysis of split operator methods applied to reactive transport with monod kinetics, Advances in Water Resources, 30 (2007), 2026-2033.
doi: 10.1016/j.advwatres.2007.04.005.
|
| [62] |
M. J. Simpson, J. A. Sharp, L. C. Morrow and R. E. Baker, Exact solutions of coupled multispecies linear reaction–diffusion equations on a uniformly growing domain, PLoS ONE, 10 (2015), e0138894.
doi: 10.1371/journal.pone.0138894.
|
| [63] |
B. D. Sleeman and E. Tuma, Comparison principles for strongly coupled reaction-diffusion equations, Proceedings of the Royal Society of Edinburgh, 106 (1987), 209-219.
doi: 10.1017/S0308210500018357.
|
| [64] |
L. W. Somathilake and J. M. J. J. Peiris, Global solutions of a strongly coupled reaction-diffusion system with different diffusion coefficients, Journal of Applied Mathematics, 1 (2005), 23-36.
doi: 10.1155/JAM.2005.23.
|
| [65] |
E. Suazo and S. K. Suslov, Soliton-like solutions for the nonlinear Schrödinger equation with variable quadratic Hamiltonians, Journal of Russian Laser Research, 33 (2012), 63-83.
doi: 10.1007/s10946-012-9261-3.
|
| [66] |
E. Suazo, S. K. Suslov and J. M. Vega-Guzmán, The Riccati system and a diffusion-type equation, Mathematics, 2 (2014), 96-118.
doi: 10.3390/math2020096.
|
| [67] |
S. K. Suslov, On integrability of nonautonomous nonlinear Schrödinger equations, Am. Math. Soc., 140 (2012), 3067-3082.
doi: 10.1090/S0002-9939-2011-11176-6.
|
| [68] |
L. Tang and S. Chen, Traveling wave solutions for the diffusive Lotka–Volterra equations with boundary problems, Applied Mathematics and Computation, 413 (2022), Paper No. 126599, 10 pp.
doi: 10.1016/j.amc.2021.126599.
|
| [69] |
G. Tanoglu, Hirota method for solving reaction-diffusion equations with generalized nonlinearity, International Journal of Nonlinear Science, 1 (2006), 30-36.
|
| [70] |
A. M. Turing, The chemical basis of morphogenesis, Bull. Math. Biol., 52 (1990), 153-197.
|
| [71] |
V. Volterra, Variazioni e fluttuazioni del numero d'individui in specie animali conviventi, Mem. Acad. Lincei., 2 (1926), 31-113.
|
| [72] |
K. Wang and W. Wang, Propagation of HBV with spatial dependence, Math. Biosci., 210 (2007), 78-95.
doi: 10.1016/j.mbs.2007.05.004.
|
| [73] |
A. Wazwaz, Multiple-front solutions for the Burgers equation and the coupled Burgers equations, Applied Mathematics and Computation, 190 (2007), 1198-1206.
doi: 10.1016/j.amc.2007.02.003.
|
| [74] |
V. F. Zaitsev and A. D. Polyanin, Handbook of Exact Solutions for Ordinary Differential Equations, Second edition, Chapman & Hall/CRC, Boca Raton, FL, 2003.
|
| [75] |
Y. Zhanga, P. Liu and W. Hou, Modeling of glioma growth using modified reaction-diffusion equation on brain MR images, Computer Methods and Programs in Biomedicine, 227 (2022), 107233.
doi: 10.1016/j.cmpb.2022.107233.
|
Solutions for the system (45)-(46) for the parameters
Solutions for the system (49)-(50) for the parameters
Solutions for the system (68)-(69). The profiles of the functions
Figures (a) and (c) describe the traveling wave solutions for the system (84)-(85) with
Solutions for the system (90)-(91) for the parameters
Solutions for the system (114)-(115) for the parameters
Solutions for the system (119)-(121) for the parameters
Solutions for the system (133)-(134) for the parameters
Solutions for the system (137)-(138) for the parameters