Abstract
In the last two decades, a significant branch of research on dynamical systems with ordinary and partial differential equations has arisen within the global field of computer-assisted proofs and verified numerics. The authors of this book did not actively contribute to this subject, but we believe that some rough description of these approaches should be given here. However, we are not aiming at a complete overview of the results established in the dynamical systems community, but want to comment on what we believe are the main ideas.
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References
Ambrosi, D., Arioli, G., Koch, H.: A homoclinic solution for excitation waves on a contractile substratum. SIAM J. Appl. Dyn. Syst. 11(4), 1533–1542 (2012)
Arioli, G., Koch, H.: Non-radial solutions for some semilinear elliptic equations on the disk. Nonlinear Anal. Theory Methods Appl. 179, 294–308 (2019). https://doi.org/10.1016/j.na.2018.09.001
Arioli, G., Koch, H.: Computer-assisted methods for the study of stationary solutions in dissipative systems, applied to the Kuramoto-Sivashinski equation. Arch. Ration. Mech. Anal. 197(3), 1033–1051 (2010)
Arioli, G., Koch, H.: Integration of dissipative partial differential equations: a case study. SIAM J. Appl. Dyn. Syst. 9(3), 1119–1133 (2010)
Arioli, G., Koch, H.: Non-symmetric low-index solutions for a symmetric boundary value problem. J. Differ. Equ. 252(1), 448–458 (2012)
Arioli, G., Koch, H.: Existence and stability of traveling pulse solutions of the FitzHugh-Nagumo equation. Nonlinear Anal. 113, 51–70 (2015)
Arioli, G., Koch, H., Terracini, S.: Two novel methods and multi-mode periodic solutions for the Fermi-Pasta-Ulam model. Commun. Math. Phys. 255(1), 1–19 (2005)
Arioli, G., Zgliczyński, P.: Symbolic dynamics for the Hénon-Heiles Hamiltonian on the critical level. J. Differ. Equ. 171(1), 173–202 (2001)
Breden, M., Lessard, J.-P.: Polynomial interpolation and a priori bootstrap for computer-assisted proofs in nonlinear ODEs. Discret. Contin. Dyn. Syst. Ser. B 23(7), 2825–2858 (2018). https://doi.org/10.3934/dcdsb.2018164
Breden, M., Lessard, J.-P., Vanicat, M.: Global bifurcation diagrams of steady states of systems of PDEs via rigorous numerics: a 3-component reaction-diffusion system. Acta Appl. Math. 128, 113–152 (2013)
Cabré, X., Fontich, E., de la Llave, R.: The parameterization method for invariant manifolds. I. Manifolds associated to non-resonant subspaces. Indiana Univ. Math. J. 52(2), 283–328 (2003)
Cabré, X., Fontich, E., de la Llave, R.: The parameterization method for invariant manifolds. III. Overview and applications. J. Differ. Equ. 218(2), 444–515 (2005)
Cyranka, J.: Existence of globally attracting fixed points of viscous Burgers equation with constant forcing. A computer assisted proof. Topol. Methods Nonlinear Anal. 45(2), 655–697 (2015)
Cyranka, J., Wanner, T.: Computer-assisted proof of heteroclinic connections in the one-dimensional Ohta-Kawasaki Model. SIAM J. Appl. Dyn. Syst. 17(1), 694–731 (2018)
Cyranka, J., Zgliczyński, P.: Existence of globally attracting solutions for one-dimensional viscous Burgers equation with nonautonomous forcing—a computer assisted proof. SIAM J. Appl. Dyn. Syst. 14(2), 787–821 (2015)
Day, S., Junge, O., Mischaikow, K.: A rigorous numerical method for the global analysis of infinite-dimensional discrete dynamical systems. SIAM J. Appl. Dyn. Syst. 3(2), 117–160 (2004)
Day, S., Hiraoka, Y., Mischaikow, K., Ogawa, T.: Rigorous numerics for global dynamics: a study of the Swift-Hohenberg equation. SIAM J. Appl. Dyn. Syst. 4(1), 1–31 (2005)
Day, S., Lessard, J.-P., Mischaikow, K.: Validated continuation for equilibria of PDEs. SIAM J. Numer. Anal. 45(4), 1398–1424 (2007)
Eckmann, J.-P., Wittwer, P.: A complete proof of the Feigenbaum conjectures. J. Stat. Phys. 46(3–4), 455–475 (1987)
Enciso, A., Gómez-Serrano, J., Vergar, B.: Convexity of Witham’s highest cusped wave. Submitted (2018)
Figueras, J.-L., de la Llave, R.: Numerical computations and computer assisted proofs of periodic orbits of the Kuramoto-Sivashinsky equation. SIAM J. Appl. Dyn. Syst. 16(2), 834–852 (2017)
Figueras, J.-L., Gameiro, M., Lessard, J.-P., de la Llave, R.: A framework for the numerical computation and a posteriori verification of invariant objects of evolution equations. SIAM J. Appl. Dyn. Syst. 16(2), 1070–1088 (2017)
Galias, Z., Zgliczyński, P.: Computer assisted proof of chaos in the Lorenz equations. Physica D 115(3–4), 165–188 (1998)
Gameiro, M., Lessard, J.-P.: Analytic estimates and rigorous continuation for equilibria of higher-dimensional PDEs. J. Differ. Equ. 249(9), 2237–2268 (2010)
Gameiro, M., Lessard, J.-P.: Efficient rigorous numerics for higher-dimensional PDEs via one-dimensional estimates. SIAM J. Numer. Anal. 51(4), 2063–2087 (2013)
Gameiro, M., Lessard, J.-P.: A posteriori verification of invariant objects of evolution equations: periodic orbits in the Kuramoto-Sivashinsky PDE. SIAM J. Appl. Dyn. Syst. 16(1), 687–728 (2017)
Gameiro, M., Lessard, J.-P., Mischaikow, K.: Validated continuation over large parameter ranges for equilibria of PDEs. Math. Comput. Simul. 79(4), 1368–1382 (2008)
Gidea, M., Zgliczyński, P.: Covering relations for multidimensional dynamical systems. II. J. Differ. Equ. 202(1), 59–80 (2004)
Gómez-Serrano, J.: Computer-assisted proofs in PDE: a survey. SeMA J. (2019). https://doi.org/10.1007/s40324-019-00186-x
Gómez-Serrano, J., Granero-Belinchón, R.: On turning waves for the inhomogeneous Muskat problem: a computer-assisted proof. Nonlinearity 27(6), 1471–1498 (2014)
Haro, A., Canadell, M., Figueras, J.-L., Luque, A., Mondelo, J.-M.: The Parameterization Method for Invariant Manifolds. Volume 195 of Applied Mathematical Sciences. Springer, Cham (2016). From rigorous results to effective computations
Hungria, A., Lessard, J.-P., Mireles James, J.D.: Rigorous numerics for analytic solutions of differential equations: the radii polynomial approach. Math. Comput. 85(299), 1427–1459 (2016)
Lanford, O.E., III.: A computer-assisted proof of the Feigenbaum conjectures. Bull. Am. Math. Soc. (N.S.) 6(3), 427–434 (1982)
Lessard, J.-P.: Continuation of solutions and studying delay differential equations via rigorous numerics. In: Rigorous Numerics in Dynamics. Proceedings of Symposia in Applied Mathematics, vol. 74, pp. 81–122. American Mathematical Society, Providence (2018)
Lessard, J.-P., Mireles James, J.D.: Computer assisted Fourier analysis in sequence spaces of varying regularity. SIAM J. Math. Anal. 49(1), 530–561 (2017)
Lessard, J.-P., Reinhardt, C.: Rigorous numerics for nonlinear differential equations using Chebyshev series. SIAM J. Numer. Anal. 52(1), 1–22 (2014)
Lessard, J.-P., Sander, E., Wanner, T.: Rigorous continuation of bifurcation points in the diblock copolymer equation. J. Comput. Dyn. 4(1–2), 71–118 (2017)
Mireles James, J.D.: Validated numerics for equilibria of analytic vector fields: invariant manifolds and connecting orbits. In: Rigorous Numerics in Dynamics. Proceedings of Symposia in Applied Mathematics, vol. 74, pp. 27–80. American Mathematical Society, Providence (2018)
Mireles James, J.D., Mischaikow, K.: Rigorous a posteriori computation of (un)stable manifolds and connecting orbits for analytic maps. SIAM J. Appl. Dyn. Syst. 12(2), 957–1006 (2013)
Mischaikow, K.: Topological techniques for efficient rigorous computation in dynamics. Acta Numer. 11, 435–477 (2002)
Mischaikow, K., Mrozek, M.: Chaos in the Lorenz equations: a computer-assisted proof. Bull. Am. Math. Soc. (N.S.) 32(1), 66–72 (1995)
Mischaikow, K., Mrozek, M., Szymczak, A.: Chaos in the Lorenz equations: a computer assisted proof. III. Classical parameter values. J. Differ. Equ. 169(1), 17–56 (2001). Special issue in celebration of Jack K. Hale’s 70th birthday, Part 3, Atlanta/Lisbon, 1998
Sander, E., Wanner, T.: Validated saddle-node bifurcations and applications to lattice dynamical systems. SIAM J. Appl. Dyn. Syst. 15(3), 1690–1733 (2016)
Tucker, W.: The Lorenz attractor exists. C. R. Acad. Sci. Paris Sér. I Math. 328(12), 1197–1202 (1999)
Tucker, W.: A rigorous ODE solver and Smale’s 14th problem. Found. Comput. Math. 2(1), 53–117 (2002)
van den Berg, J.B.: Introduction to rigorous numerics in dynamics: general functional analytic setup and an example that forces chaos. In: Rigorous Numerics in Dynamics. Proceedings of Symposia in Applied Mathematics, vol. 74, pp. 1–25. American Mathematical Society, Providence (2018)
van den Berg, J.B., Breden, M., Lessard, J.-P., Murray, M.: Continuation of homoclinic orbits in the suspension bridge equation: a computer-assisted proof. J. Differ. Equ. 264(5), 3086–3130 (2018)
van den Berg, J.B., Lessard, J.-P.: Chaotic braided solutions via rigorous numerics: chaos in the Swift-Hohenberg equation. SIAM J. Appl. Dyn. Syst. 7(3), 988–1031 (2008)
van den Berg, J.B., Lessard, J.-P.: Rigorous numerics in dynamics. Notices Am. Math. Soc. 62(9), 1057–1061 (2015)
van den Berg, J.B., Lessard, J.-P., Mischaikow, K.: Global smooth solution curves using rigorous branch following. Math. Comput. 79(271), 1565–1584 (2010)
van den Berg, J.B., Mireles-James, J.D., Lessard, J.-P., Mischaikow, K.: Rigorous numerics for symmetric connecting orbits: even homoclinics of the Gray-Scott equation. SIAM J. Math. Anal. 43(4), 1557–1594 (2011)
Wilczak, D.: Chaos in the Kuramoto-Sivashinsky equations—a computer-assisted proof. J. Differ. Equ. 194(2), 433–459 (2003)
Wilczak, D.: Symmetric heteroclinic connections in the Michelson system: a computer assisted proof. SIAM J. Appl. Dyn. Syst. 4(3), 489–514 (2005)
Wilczak, D., Zgliczyński, P.: A geometric method for infinite-dimensional chaos: symbolic dynamics for the Kuramoto-Sivashinsky PDE on the line (Preprint)
Wilczak, D., Zgliczyński, P.: Period doubling in the Rössler system—a computer assisted proof. Found. Comput. Math. 9(5), 611–649 (2009)
Zgliczyński, P.: Attracting fixed points for the Kuramoto-Sivashinsky equation: a computer assisted proof. SIAM J. Appl. Dyn. Syst. 1(2), 215–235 (2002). https://doi.org/10.1137/S111111110240176X
Zgliczyński, P.: Trapping regions and an ODE-type proof of the existence and uniqueness theorem for Navier-Stokes equations with periodic boundary conditions on the plane. Univ. Iagel. Acta Math. 41, 89–113 (2003)
Zgliczyński, P.: Rigorous numerics for dissipative partial differential equations. II. Periodic orbit for the Kuramoto-Sivashinsky PDE—a computer-assisted proof. Found. Comput. Math. 4(2), 157–185 (2004)
Zgliczyński, P.: Rigorous numerics for dissipative PDEs III. An effective algorithm for rigorous integration of dissipative PDEs. Topol. Methods Nonlinear Anal. 36(2), 197–262 (2010)
Zgliczyński, P.: Steady state bifurcations for the Kuramoto-Sivashinsky equation: a computer assisted proof. J. Comput. Dyn. 2(1), 95–142 (2015)
Zgliczyński, P., Gidea, M.: Covering relations for multidimensional dynamical systems. J. Differ. Equ. 202(1), 32–58 (2004)
Zgliczyński, P., Mischaikow, K.: Rigorous numerics for partial differential equations: the Kuramoto-Sivashinsky equation. Found. Comput. Math. 1(3), 255–288 (2001)
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Nakao, M.T., Plum, M., Watanabe, Y. (2019). Computer-Assisted Proofs for Dynamical Systems. In: Numerical Verification Methods and Computer-Assisted Proofs for Partial Differential Equations. Springer Series in Computational Mathematics, vol 53. Springer, Singapore. https://doi.org/10.1007/978-981-13-7669-6_11
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