Analysis of a renormalization group method and normal form theory for perturbed ordinary differential equations

Abstract For singular perturbation problems, the renormalization group (RG) method of Chen, Goldenfeld, and Oono [Phys. Rev. E. 49 (1994) 4502–4511] has been shown to be an effective general approach for deriving reduced or amplitude equations that govern the long time dynamics of the system. It has been applied to a variety of problems traditionally analyzed using disparate methods, including the method of multiple scales, boundary layer theory, the WKBJ method, the Poincare–Lindstedt method, the method of averaging, and others. In this article, we show how the RG method may be used to generate normal forms for large classes of ordinary differential equations. First, we apply the RG method to systems with autonomous perturbations, and we show that the reduced or amplitude equations generated by the RG method are equivalent to the classical Poincare–Birkhoff normal forms for these systems up to and including terms of O ( ϵ 2 ) , where ϵ is the perturbation parameter. This analysis establishes our approach and generalizes to higher order. Second, we apply the RG method to systems with nonautonomous perturbations, and we show that the reduced or amplitude equations so generated constitute time-asymptotic normal forms, which are based on KBM averages. Moreover, for both classes of problems, we show that the main coordinate changes are equivalent, up to translations between the spaces in which they are defined. In this manner, our results show that the RG method offers a new approach for deriving normal forms for nonautonomous systems, and it offers advantages since one can typically more readily identify resonant terms from naive perturbation expansions than from the nonautonomous vector fields themselves. Finally, we establish how well the solution to the RG equations approximates the solution of the original equations on time scales of O ( 1 / ϵ ) .

[1]  S. Siegmund Normal Forms for Nonautonomous Differential Equations , 2002 .

[2]  A. Lichtenberg,et al.  Regular and Stochastic Motion , 1982 .

[3]  Rajesh Sharma,et al.  Asymptotic analysis , 1986 .

[4]  N. Bogolyubov,et al.  Asymptotic Methods in the Theory of Nonlinear Oscillations , 1961 .

[5]  W. D. Evans,et al.  PARTIAL DIFFERENTIAL EQUATIONS , 1941 .

[6]  N. Goldenfeld,et al.  Asymptotics of Partial Differential Equations and the Renormalisation Group , 1991 .

[7]  Christopher K. R. T. Jones,et al.  Tracking invariant manifolds up to exponentially small errors , 1996 .

[8]  Jalal Shatah,et al.  Normal forms and quadratic nonlinear Klein‐Gordon equations , 1985 .

[9]  T. Kunihiro A geometrical formulation of the renormalization group method for global analysis II: Partial differential equations , 1995, patt-sol/9508001.

[10]  Mohammed Ziane,et al.  Renormalization Group Method. Applications to Partial Differential Equations , 2001 .

[11]  H. Broer,et al.  Normal forms and bifurcations of planar vector fields , 1995 .

[12]  N. Goldenfeld Lectures On Phase Transitions And The Renormalization Group , 1972 .

[13]  C. M. Place,et al.  An Introduction to Dynamical Systems , 1990 .

[14]  S. Chow,et al.  Normal Forms and Bifurcation of Planar Vector Fields , 1994 .

[15]  Y. Yamaguchi,et al.  Renormalization Group Equations and Integrability in Hamiltonian Systems , 1998, chao-dyn/9804031.

[16]  J. Craggs Applied Mathematical Sciences , 1973 .

[17]  R. O'Malley,et al.  Deriving amplitude equations for weakly-nonlinear oscillators and their generalizations , 2006 .

[18]  J. Morrison,et al.  Comparison of the Modified Method of Averaging and the Two Variable Expansion Procedure , 1966 .

[19]  M. Ziane On a certain renormalization group method , 2000 .

[20]  C. Bender,et al.  Matched Asymptotic Expansions: Ideas and Techniques , 1988 .

[21]  B. Mudavanhu,et al.  A Renormalization Group Method for Nonlinear Oscillators , 2001 .

[22]  Glenn C. Paquette Renormalization group analysis of differential equations subject to slowly modulated perturbations , 2000 .

[23]  J. Eckmann,et al.  Normal forms for parabolic partial differential equations , 1993 .

[24]  Oono,et al.  Renormalization group theory for global asymptotic analysis. , 1994, Physical review letters.

[25]  S. L. Woodruff A uniformly-valid asymptotic solution to a matrix system of ordinary differential equations and a proof of its validity , 1995 .

[26]  R. Temam,et al.  On the solutions of the renormalized equations at all orders , 2003, Advances in Differential Equations.

[27]  Renormalization-Group Resummation of a Divergent Series of the Perturbative Wave Functions of Quantum Systems , 1998, hep-th/9801196.

[28]  J. Cole,et al.  Multiple Scale and Singular Perturbation Methods , 1996 .

[29]  Vladimir Igorevich Arnold,et al.  Geometrical Methods in the Theory of Ordinary Differential Equations , 1983 .

[30]  T. Kunihiro Renormalization-group resummation of a divergent series of the perturbative wave functions of the quantum anharmonic oscillator , 1998 .

[31]  Oono,et al.  Renormalization group and singular perturbations: Multiple scales, boundary layers, and reductive perturbation theory. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[32]  Renormalization group method and canonical perturbation theory , 1999, chao-dyn/9902013.

[33]  James Murdock,et al.  Normal Forms and Unfoldings for Local Dynamical Systems , 2002 .

[34]  Ferdinand Verhulst Asymptotic Analysis II , 1983 .

[35]  D. Arrowsmith,et al.  GEOMETRICAL METHODS IN THE THEORY OF ORDINARY DIFFERENTIAL EQUATIONS (Grundlehren der mathematischen Wissenschaften, 250) , 1984 .

[36]  D. Wollkind Singular Perturbation Techniques: A Comparison of the Method of Matched Asymptotic Expansions with that of Multiple Scales , 1977 .

[37]  F. Verhulst,et al.  Averaging Methods in Nonlinear Dynamical Systems , 1985 .

[38]  Shin-ichiro Ei,et al.  Renormalization-Group Method for Reduction of Evolution Equations; Invariant Manifolds and Envelopes , 2000 .

[39]  Ali H. Nayfeh,et al.  The Method of Normal Forms , 2011 .

[40]  S. Yau Mathematics and its applications , 2002 .

[41]  M. Holmes Introduction to Perturbation Methods , 1995 .

[42]  A. K. Lopatin,et al.  Nonlinear Mechanics, Groups and Symmetry , 1995 .

[43]  P. J. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[44]  The Renormalization-Group Method Applied to Asymptotic Analysis,of Vector Fields , 1996, hep-th/9609045.

[45]  Normal form, symmetry and infinite dimensional Lie algebra for system of ODE's , 1994, patt-sol/9404006.

[46]  Antti Kupiainen,et al.  Renormalization Group and Asymptotics of Solutions of Nonlinear Parabolic Equations , 1993, chao-dyn/9306008.

[47]  Y. Kuramoto On the Reduction of Evolution Equations in Extended Systems , 1989 .

[48]  Robert E. O'Malley,et al.  A New Renormalization Method for the Asymptotic Solution of Weakly Nonlinear Vector Systems , 2003, SIAM J. Appl. Math..

[49]  S. Cohn,et al.  Resonance and long time existence for the quadratic semilinear schrödinger equation , 1992 .

[50]  Harvey Segur,et al.  Asymptotics beyond all orders , 1987 .

[51]  J. R. E. O’Malley Singular perturbation methods for ordinary differential equations , 1991 .

[52]  S. Woodruff The Use of an lnvariance Condition in the Solution of Multiple‐Scale Singular Perturbation Problems: Ordinary Differential Equations , 1993 .

[53]  P. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.