Abstract
We consider the nonlinear Schrödinger equation -Δu + (λa(x) + 1)u = |u|p-1u on a locally finite graph G = (V,E). We prove via the Nehari method that if a(x) satisfies certain assumptions, for any λ > 1, the equation admits a ground state solution uλ. Moreover, as λ → 1, the solution uλ converges to a solution of the Dirichlet problem -Δu+u = |u|p-1u which is defined on the potential well Ω. We also provide a numerical experiment which solves the equation on a finite graph to illustrate our results.
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References
Alves C O, Souto M A S. On the existence and concentration behavior of ground state solutions for a class of problems with critical growth. Commun Pure Appl Anal, 2002, 1: 417–431
Bartsch T, Wang Z Q. Multiple positive solutions for a nonlinear Schrödinger equation. Z Angew Math Phys, 2000, 51: 366–384
Bauer F, Horn P, Lin Y, et al. Li-Yau inequality on graphs. J Differential Geom, 2015, 99: 359–405
Brézis H, Nirenberg L. Positive solutions of nonlinear elliptic equations involving critical Sobolev exponents. Comm Pure Appl Math, 1983, 36: 437–477
Cao D M. Nontrivial solution of semilinear equations with critical exponent in R2. Comm Partial Differential Equations, 1992, 17: 407–435
Chakik A E, Elmoataz A, Desquesnes X. Mean curvature flow on graphs for image and manifold restoration and enhancement. Signal Processing, 2014, 105: 449–463
Chung Y S, Lee Y S, Chung S Y. Extinction and positivity of the solutions of the heat equations with absorption on networks. J Math Anal Appl, 2011, 380: 642–652
Clapp M, Ding Y H. Positive solutions of a Schrödinger equation with critical nonlinearity. Z Angew Math Phys, 2004, 55: 592–605
Curtis E, Morrow J. Determining the resistors in a network. SIAM J Appl Math, 1990, 50: 918–930
Desquesnes X, Elmoataz A, Lézoray O. Eikonal equation adaptation on weighted graphs: Fast geometric diffusion process for local and non-local image and data processing. J Math Imaging Vision, 2013, 46: 238–257
Ding Y H, Tanaka K. Multiplicity of positive solutions of a nonlinear Schrödinger equation. Manuscripta Math, 2003, 112: 109–135
Elmoataz A, Desquesnes X, Lézoray O. Non-local morphological PDEs and p-Laplacian equation on graphs with applications in image processing and machine learning. IEEE J Sel Top Signal Process, 2012, 6: 764–779
Elmoataz A, Lézoray O, Bougleux S. Nonlocal discrete regularization on weighted graphs: A framework for image and manifold processing. IEEE Trans Image Process, 2008, 17: 1047–1060
Elmoataz A, Lozes F, Toutain M. Nonlocal PDEs on graphs: From Tug-of-War games to unified interpolation on images and point clouds. J Math Imaging Vision, 2017, 57: 381–401
Elmoataz A, Toutain M, Tenbrinck D. On the p-Laplacian and ∞-Laplacian on graphs with applications in image and data processing. SIAM J Imaging Sci, 2015, 8: 2412–2451
Grigor’yan A, Lin Y, Yang Y Y. Yamabe type equations on graphs. J Differential Equations, 2016, 261: 4924–4943
Grigor’yan A, Lin Y, Yang Y Y. Kazdan-Warner equation on graph. Calc Var Partial Differential Equations, 2016, 55: 92
Grigor’yan A, Lin Y, Yang Y Y. Existence of positive solutions to some nonlinear equations on locally finite graphs. Sci China Math, 2017, 60: 1311–1324
He X M, Zou W M. Existence and concentration of ground states for Schrödinger-Poisson equations with critical growth. J Math Phys, 2012, 53: 1–19
Horn P, Lin Y, Liu S, et al. Volume doubling, Poincare inequality and Gaussian heat kernel estimate for non-negatively curved graphs. J Reine Angew Math, 2017, doi:10.1515/crelle-2017–0038
Huang X P. On uniqueness class for a heat equation on graphs. J Math Anal Appl, 2012, 393: 377–388
Li Y Q, Wang Z Q, Zeng J. Ground states of nonlinear Schrödinger equations with potentials. Ann Inst H Poincaré Anal Non Linéaire, 2006, 23: 829–837
Lin Y, Wu Y T. On-diagonal lower estimate of heat kernels on graphs. J Math Anal Appl, 2017, 456: 1040–1048
Lin Y, Wu Y T. The existence and nonexistence of global solutions for a semilinear heat equation on graphs. Calc Var Partial Differential Equations, 2017, 56: 102
Liu W J, Chen K W, Yu J. Extinction and asymptotic behavior of solutions for the ω-heat equation on graphs with source and interior absorption. J Math Anal Appl, 2016, 435: 112–132
Nehari Z. On a class of nonlinear second-order differential equations. Trans Amer Math Soc, 1960, 95: 101–123
Rabinowitz P H. On a class of nonlinear Schrödinger equations. Z Angew Math Phys, 1992, 43: 270–291
Wang Z P, Zhou H S. Positive solutions for nonlinear Schrödinger equations with deepening potential well. J Eur Math Soc (JEMS), 2009, 11: 545–573
Wojciechowski R. Heat kernel and essential spectrum of infinite graphs. Indiana Univ Math J, 2009, 58: 1419–1441
Xin Q, Xu L, Mu C. Blow-up for the ω-heat equation with Dirichlet boundary conditions and a reaction term on graphs. Appl Anal, 2014, 93: 1691–1701
Yang Y Y. Existence of positive solutions to quasi-linear elliptic equations with exponential growth in the whole Euclidean space. J Funct Anal, 2012, 262: 1679–1704
Yang Y Y, Zhao L. A class of Adams-Fontana type inequalities and related functionals on manifolds. NoDEA Nonlinear Differential Equations Appl, 2010, 17: 119–135
Zhao L, Chang Y Y. Min-max level estimate for a singular quasilinear polyharmonic equation in R2m. J Differential Equations, 2013, 254: 2434–2464
Zhao L, Zhang N. Existence of solutions for a higher order Kirchhoff type problem with exponetial critical growth. Nonlinear Anal, 2016, 132: 214–226
Acknowledgements
The first author was supported by the Funding of Beijing Philosophy and Social Science (Grant No. 15JGC153) and the Ministry of Education Project of Humanities and Social Sciences (Grant No. 16YJCZH148). The second author was supported by the Fundamental Research Funds for the Central Universities. Both of the authors were supported by the Ministry of Education Project of Key Research Institute of Humanities and Social Sciences at Universities (Grant No. 16JJD790060). The authors thank members of Data Lighthouse for their helpful conversations and valuable suggestions. The authors are also thankful for the referees′ detailed and useful comments.
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Zhang, N., Zhao, L. Convergence of ground state solutions for nonlinear Schrödinger equations on graphs. Sci. China Math. 61, 1481–1494 (2018). https://doi.org/10.1007/s11425-017-9254-7
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DOI: https://doi.org/10.1007/s11425-017-9254-7