Abstract
Our motivation in this contribution is to propose a new numerical algorithm for solving cubic–quintic complex Ginzburg-Landau (CQCGL) equations. The developed technique is based on the following stages. At the first step, the nonlinear CQCGL equation is splitted in the three problems that two of them don’t have the space derivative e.g problems (I) and (III) and one of them has the space derivative e.g Problem (II). At the second stage, the Problems (I) and (III) can be considered as two ODEs and they are solved by using a fourth-order exponential time differencing Runge-Kutta (ETDRK4) method to get a high-order numerical approximation. Furthermore, the Problem (II) is solved by using direct meshless finite volume method. The proposed method is a new high-order numerical procedure based on a truly meshless method for solving the complex PDEs on non-rectangular computational domains. Moreover, various samples are investigated that verify the efficiency of the new numerical scheme.








Similar content being viewed by others
Explore related subjects
Discover the latest articles and news from researchers in related subjects, suggested using machine learning.References
Abbaszadeh M, Dehghan M (2019) Meshless upwind local radial basis function-finite difference technique to simulate the time fractional distributed-order advection–diffusion equation. Eng Comput. https://doi.org/10.1007/s00366-019-00861-7
Abbaszadeh M, Dehghan M (2019) The reproducing kernel particle Petrov–Galerkin method for solving two-dimensional nonstationary incompressible Boussinesq equations. Eng Anal Boundary Elem 106:300–308
Abbaszadeh M, Dehghan M (2020) Direct meshless local Petrov–Galerkin (DMPLG) method for time-fractional fourth-order reaction–diffusion problem on complex domains. Comput Math Appl 79(3):876–888
Abbaszadeh M, Dehghan M (2020) Investigation of the oldroyd model as a generalized incompressible Navier–Stokes equation via the interpolating stabilized element free Galerkin technique. App Numer Math 150:274–294
Abbaszadeh M, Khodadadian A, Parvizi M, Dehghan M, Heitzinger C (2019) A direct meshless local collocation method for solving stochastic Cahn-Hilliard-Cook and stochastic Swift-Hohenberg equations. Eng Anal Boundary Elem 98:253–264
Abbaszadeh M, Dehghan M (2020) An upwind local radial basis functions-differential quadrature (RBFs-DQ) technique to simulate some models arising in water sciences. Ocean Eng 197:106844
Agrawal GP (2000) Nonlinear fiber optics. Nonlinear Science at the Dawn of the 21st Century. Springer, New York, pp 195–211
Akhmediev N, Afanasjev V (1995) Novel arbitrary-amplitude soliton solutions of the cubic-quintic complex Ginzburg–Landau equation. Phys Rev Lett 75(12):2320
Akhmediev N, Afanasjev V, Soto-Crespo J (1996) Singularities and special soliton solutions of the cubic–quintic complex Ginzburg–Landau equation. Phys Rev E 53(1):1190
Akhmediev N, Ankiewicz A (2008) Dissipative solitons: from optics to biology and medicine, vol 751. Springer, New York
Akram G, Mahak N (2018) Application of the first integral method for solving (1+ 1) dimensional cubic–quintic complex Ginzburg–Landau equation. Optik 164:210–217
Ang W-T (2019) A boundary element approach for solving plane elastostatic equations of anisotropic functionally graded materials. Numer Methods Partial Differ Equ 35(4):1396–1411
Aranson IS, Kramer L (2002) The world of the complex Ginzburg–Landau equation. Rev Mod Phys 74(1):99
Atluri SN (2004) The Meshless Method (MLPG) for Domain and BIE Discretizations, Tech. Science. Pres 680
Atluri SN, Shen S (2002) The meshless local Petrov–Galerkin (MLPG) method: a simple and less-costly alternative to the finite element and boundary element methods. Comput Model Eng Sci 3(1):11–51
Atluri SN, Zhu T (1998) A new meshless local Petrov–Galerkin (MLPG) approach in computational mechanics. Comput Mech 22(2):117–127
Bao W, Jaksch D (2003) An explicit unconditionally stable numerical method for solving damped nonlinear Schrödinger equations with a focusing nonlinearity. SIAM J Numer Anal 41(4):1406–1426
Bao W, Jin S, Markowich PA (2002) On time-splitting spectral approximations for the Schrödinger equation in the semiclassical regime. J Comput Phys 175(2):487–524
Chen L, Li X (2020) A complex variable boundary element-free method for the Helmholtz equation using regularized combined field integral equations. Appl Math Lett 101:106067
Cheng H, Peng M, Cheng Y (2018) The dimension splitting and improved complex variable element-free Galerkin method for 3-dimensional transient heat conduction problems. Int J Numer Meth Eng 114(3):321–345
Cheng H, Peng M, Cheng Y (2018) A hybrid improved complex variable element-free Galerkin method for three-dimensional advection-diffusion problems. Eng Anal Boundary Elem 97:39–54
Cheng H, Peng M, Cheng Y (2019) Analyzing wave propagation problems with the improved complex variable element-free Galerkin method. Eng Anal Boundary Elem 100:80–87
Crasovan L-C, Malomed B, Mihalache D (2000) Stable vortex solitons in the two-dimensional Ginzburg–Landau equation. Phys Rev E 63(1):016605
Degond P, Jin S, Tang M (2008) On the time splitting spectral method for the complex Ginzburg–Landau equation in the large time and space scale limit. SIAM J Sci Comput 30(5):2466–2487
Dehghan M, Abbaszadeh M (2019) The simulation of some chemotactic bacteria patterns in liquid medium which arises in tumor growth with blow-up phenomena via a generalized smoothed particle hydrodynamics (GSPH) method. Eng Comput 35(3):875–892
Dehghan M, Abbaszadeh M (2017) A local meshless method for solving multi-dimensional Vlasov–Poisson and Vlasov–Poisson–Fokker–Planck systems arising in plasma physics. Eng Comput 33:961–981
Dehghan M, Abbaszadeh M (2017) Numerical investigation based on direct meshless local Petrov Galerkin (direct MLPG) method for solving generalized Zakharov system in one and two dimensions and generalized Gross-Pitaevskii equation. Eng Comput 33:983–996
Dehghan M, Abbaszadeh M (2017) The meshless local collocation method for solving multi-dimensional Cahn-Hilliard, Swift-Hohenberg and phase field crystal equations. Eng Anal Boundary Elem 78:49–64
Dehghan M, Taleei A (2010) A compact split-step finite difference method for solving the nonlinear Schrödinger equations with constant and variable coefficients. Comput Phys Commun 181(1):43–51
Goldman D, Sirovich L (1995) A novel method for simulating the complex Ginzburg-Landau equation. Q Appl Math 53(2):315–333
Kadalbajoo MK, Kumar A, PatiTripathi L (2016) A radial basis function based implicit–explicit method for option pricing under jump-diffusion models. Appl Numer Math 110:159–173
Kadalbajoo MK, Kumar A, Tripathi LP (2018) Radial-basis-function-based finite difference operator splitting method for pricing American options. Int J Comput Math 95:2343–2359
Kumar A, Bhardwaj A, Dubey S (2020) A local meshless method to approximate the time-fractional telegraph equation. Eng Comput. https://doi.org/10.1007/s00366-020-01006-x
Kumar A, Bhardwaj A, Kumar BVR (2019) A meshless local collocation method for time fractional diffusion wave equation. Comput Math Appl 78:1851–1861
Kumar A, Bhardwaj A (2020) A local meshless method for time fractional nonlinear diffusion wave equation. Numer. Algor. https://doi.org/10.1007/s11075-019-00866-9
Lei Z, Yin B, Liew K (2018) Bending and vibration behaviors of matrix cracked hybrid laminated plates containing CNTR-FG layers and FRC layers. Compos Struct 184:314–326
Li X, Li S (2020) A complex variable boundary point interpolation method for the nonlinear Signorini problem. Comput Math Appl 79:3297–3309
Li X, Dong H (2020) Error analysis of the meshless finite point method. Appl Math Comput 382:125326
Li X (2014) Symmetric coupling of the meshless Galerkin boundary node and finite element methods for elasticity. Comput Model Eng Sci 97(6):483–507
Li X, Zhu J (2009) A Galerkin boundary node method for two-dimensional linear elasticity. Comput Model Eng Sci 45:1–29
Liang X, Khaliq AQ, Xing Y (2015) Fourth order exponential time differencing method with local discontinuous Galerkin approximation for coupled nonlinear Schrödinger equations. Commun Comput Phys 17(2):510–541
Liew K, Pan Z, Zhang L (2012) An overview of layerwise theories for composite laminates and structures: development, numerical implementation and application. Compos Struct 216(3):240–259
Liu D, Cheng Y (2019) The interpolating element-free Galerkin (IEFG) method for three-dimensional potential problems. Eng Anal Boundary Elem 108:115–123
Liu F, Cheng Y (2018) The improved element-free Galerkin method based on the nonsingular weight functions for inhomogeneous swelling of polymer gels. Int J Appl Mech 10(04):1850047
Liu F, Wu Q, Cheng Y (2019) A meshless method based on the nonsingular weight functions for elastoplastic large deformation problems. Int J Appl Mech 11(01):1950006
Ilati M, Dehghan M (2017) Application of direct meshless local Petrov-Galerkin (DMLPG) method for some Turing-type models. Eng Comput 33:107–124
Mazzia A, Pini G, Sartoretto F (2012) Numerical investigation on direct MLPG for 2D and 3D potential problems. Comput Model Eng Sci (CMES) 88(3):183–209
Mihalache D, Mazilu D (2009) Three-dimensional Ginzburg–Landau solitons: collision scenarios. Rom Rep Phys 61:175–189
Mihalache D, Mazilu D, Lederer F, Leblond H, Malomed B (2007) Stability of dissipative optical solitons in the three-dimensional cubic-quintic Ginzburg–Landau equation. Phys Rev A 75(3):033811
Mihalache D, Mazilu D, Lederer F, Leblond H, Malomed B (2008) Collisions between coaxial vortex solitons in the three-dimensional cubic-quintic complex Ginzburg–Landau equation. Phys Rev A 77(3):033817
Mirzaei D (2016) A greedy meshless local Petrov–Galerkin methodbased on radial basis functions. Numer Methods Partial Differ Equ 32(3):847–861
Mirzaei D, Schaback R (2013) Direct meshless local Petrov–Galerkin (DMLPG) method: a generalized MLS approximation. Appl Numer Math 68:73–82
Mirzaei D, Schaback R (2014) Solving heat conduction problems by the direct meshless local Petrov–Galerkin (DMLPG) method. Numer Algorithms 65(2):275–291
Mirzaei D, Schaback R, Dehghan M (2012) On generalized moving least squares and diffuse derivatives. IMA Journal of Numerical Analysis 32(3):983–1000
Ooi EH, Ooi ET, Ang WT (2015) Numerical investigation of the meshless radial basis integral equation method for solving 2D anisotropic potential problems. Eng Anal Bound Elem 53:27–39
Osman M, Lu D, Khater M, Attia R (2019) Complex wave structures for abundant solutions related to the complex Ginzburg-Landau model. Optik 192:162927
Petviashvili VI, Sergeev AM (1984) Spiral solitons in active media with an excitation threshold. DoSSR 276(6):1380–1384
Qu W, Fan CM, Li X (2020) Analysis of an augmented moving least squares approximation and the associated localized method of fundamental solutions. Comput Math Appl 80:13–30
Ren H, Cheng Y (2012) A new element-free Galerkin method based on improved complex variable moving least-squares approximation for elasticity. International Journal of Computational Materials Science and Engineering 1(01):1250011
Ren H, Cheng Y, Zhang W (2010) An interpolating boundary element-free method (IBEFM) for elasticity problems. Sci Chin Phys Mech Astron 53(4):758–766
Sartoretto F, Mazzia A, Pini G (2014) The DMLPG meshless technique for Poisson problems. Appl Math Sci 8(164):8233–8250
Shi Y, Dai Z, Li D (2009) Application of exp-function method for 2d cubic-quintic Ginzburg-Landau equation. Appl Math Comput 210(1):269–275
Skarka V, Aleksić N (2006) Stability criterion for dissipative soliton solutions of the one-, two-, and three-dimensional complex cubic-quintic Ginzburg-Landau equations. Phys Rev Lett 96(1):013903
Sladek J, Sladek V, Hon Y (2006) Inverse heat conduction problems by meshless local Petrov–Galerkin method. Eng Anal Boundary Elem 30(8):650–661
Taleei A, Dehghan M (2014) Direct meshless local Petrov–Galerkin method for elliptic interface problems with applications in electrostatic and elastostatic. Comput Methods Appl Mech Eng 278:479–498
Taleei A, Dehghan M (2015) An efficient meshfree point collocation moving least squares method to solve the interface problems with nonhomogeneous jump conditions. Numer Methods Partial Differ Equ 31(4):1031–1053
Towers I, Buryak AV, Sammut RA, Malomed BA, Crasovan L-C, Mihalache D (2001) Stability of spinning ring solitons of the cubic-quintic nonlinear Schrödinger equation. Phys Lett A 288(5–6):292–298
Wainblat G, Malomed BA (2009) Interactions between two-dimensional solitons in the diffractive-diffusive Ginzburg–Landau equation with the cubic-quintic nonlinearity. Physica D 238(14):1143–1151
Wang H (2005) Numerical studies on the split-step finite difference method for nonlinear Schrödinger equations. Appl Math Comput 170(1):17–35
Wang H (2010) An efficient Chebyshev-tau spectral method for Ginzburg–Landau-Schrödinger equations. Comput Phys Commun 181(2):325–340
Wang S, Zhang L (2013) An efficient split-step compact finite difference method for cubic–quintic complex Ginzburg–Landau equations. Comput Phys Commun 184(6):1511–1521
Xu Q, Chang Q (2011) Difference methods for computing the Ginzburg–Landau equation in two dimensions. Numer Methods Partial Differ Equ 27(3):507–528
Yıldırım Y, Biswas A, Khan S, Alshomrani AS, Belic MR (2020) Optical solitons with differential group delay for complex Ginzburg-Landau equation having kerr and parabolic laws of refractive index. Optik 202:163737
Yu S, Peng M, Cheng H, Cheng Y (2019) The improved element-free Galerkin method for three-dimensional elastoplasticity problems. Eng Anal Boundary Elem 104:215–224
Zhang Y, Bao W, Du Q (2007) Numerical simulation of vortex dynamics in Ginzburg-Landau-Schrödinger equation. Eur J Appl Math 18(5):607–630
Zhang T, Li X (2019) Meshless analysis of Darcy flow with a variational multiscale interpolating element-free Galerkin method. Eng Anal Bound Elem 100:237–245
Zhang T, Li X (2020) Variational multiscale interpolating element-free Galerkin method for the nonlinear Darcy–Forchheimer model. Comput Math Appl 79:363–377
Zhang T, Li X (2020) Analysis of the element-free Galerkin method with penalty for general second-order elliptic problems. Appl Math Comput 380:125306
Acknowledgements
The authors are grateful to the two reviewers for carefully reading this paper and for their comments and suggestions which have highly improved the paper.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Abbaszadeh, M., Dehghan, M. The fourth-order time-discrete scheme and split-step direct meshless finite volume method for solving cubic–quintic complex Ginzburg–Landau equations on complicated geometries. Engineering with Computers 38, 1543–1557 (2022). https://doi.org/10.1007/s00366-020-01089-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00366-020-01089-6
Keywords
- Direct meshless local Petrov–Galerkin (DMLPG) method
- Fourth-order exponential time differencing Runge–Kutta method
- Ginzburg–Landau equation
- Cubic quantic complex PDEs
Mathematics Subject Classification
Profiles
- Mehdi Dehghan View author profile