TY - JOUR
T1 - Analysis of a renormalization group method and normal form theory for perturbed ordinary differential equations
AU - DeVille, R. E.Lee
AU - Harkin, Anthony
AU - Holzer, Matt
AU - Josić, Krešimir
AU - Kaper, Tasso J.
N1 - Funding Information:
We thank Peter Kramer, Bob O’Malley, Ferdinand Verhulst, Djoko Wirosoetisno, and Mohammed Ziane for useful comments and discussion. LD was supported in part by the NSF’s VIGRE program under NSF grant DMS-9983646. MH was supported in part by NSF grant DMS-0109427 to the Center for BioDynamics. KJ was supported in part by NSF grants DMS-0244529, ATM-0417867, and a GEAR grant from the University of Houston. TK was supported in part by NSF grant DMS-0306523.
PY - 2008/6/15
Y1 - 2008/6/15
N2 - 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 Poincaré-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 Poincaré-Birkhoff normal forms for these systems up to and including terms of O (ε{lunate}2), where ε{lunate} 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{lunate}).
AB - 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 Poincaré-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 Poincaré-Birkhoff normal forms for these systems up to and including terms of O (ε{lunate}2), where ε{lunate} 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{lunate}).
KW - Asymptotic analysis
KW - Multiscale systems
KW - Near-identity coordinate changes
KW - Normal form theory
KW - Renormalization group method
KW - Secularities
KW - Singular perturbations
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U2 - 10.1016/j.physd.2007.12.009
DO - 10.1016/j.physd.2007.12.009
M3 - Article
AN - SCOPUS:43049142989
SN - 0167-2789
VL - 237
SP - 1029
EP - 1052
JO - Physica D: Nonlinear Phenomena
JF - Physica D: Nonlinear Phenomena
IS - 8
ER -