Exponential monotonicity of quadratic forms in ODEs and preserving methods

In this paper we consider ODEs whose solutions satisfy exponential monotonic quadratic forms. We show that the quadratic preserving Gauss-Legendre-Runge-Kutta methods do not preserve this qualitative feature, while certain Lie group preserving methods, as Crouch-Grossman methods and methods based on projection techniques are suitable integrators for such a kind of differential problems. We also show that these differential problems may be solved via associated differential systems with quadratic invariants. Numerical tests are reported in order to confirm our theoretical results.

[1]  A. Bountis Dynamical Systems And Numerical Analysis , 1997, IEEE Computational Science and Engineering.

[2]  Luciano Lopez,et al.  The Cayley transform in the numerical solution of unitary differential systems , 1998, Adv. Comput. Math..

[3]  E. Hairer,et al.  Geometric Numerical Integration: Structure Preserving Algorithms for Ordinary Differential Equations , 2004 .

[4]  Timo Eirola,et al.  Preserving monotonicity in the numerical solution of Riccati differential equations , 1996 .

[5]  P. Crouch,et al.  Numerical integration of ordinary differential equations on manifolds , 1993 .

[6]  J. M. Sanz-Serna,et al.  Conservation of integrals and symplectic structure in the integration of differential equations by multistep methods , 1992 .

[7]  Timo Eirola Monotonicity of quadratic forms with symplectic Runge-Kutta methods , 1995 .

[8]  Dressler,et al.  Symmetry property of the Lyapunov spectra of a class of dissipative dynamical systems with viscous damping. , 1988, Physical review. A, General physics.

[9]  L. Lopez,et al.  Applications of the Cayley approach in the numerical solution of matrix differential systems of quadratic groups , 2001 .

[10]  Jeremy Schiff,et al.  A Natural Approach to the Numerical Integration of Riccati Differential Equations , 1999 .

[11]  G. J. Cooper Stability of Runge-Kutta Methods for Trajectory Problems , 1987 .

[12]  G. Quispel,et al.  What kinds of dynamics are there? Lie pseudogroups, dynamical systems and geometric integration , 2001 .

[13]  J. Hale,et al.  Ordinary Differential Equations , 2019, Fundamentals of Numerical Mathematics for Physicists and Engineers.

[14]  R. Russell,et al.  Unitary integrators and applications to continuous orthonormalization techniques , 1994 .

[15]  R. McLachlan,et al.  Conformal Hamiltonian systems , 2001 .

[16]  A. Iserles,et al.  Methods for the approximation of the matrix exponential in a Lie‐algebraic setting , 1999, math/9904122.

[17]  E. G. D. Cohen,et al.  Symmetry of Lyapunov spectrum , 1994 .

[18]  N. G. Parke,et al.  Ordinary Differential Equations. , 1958 .

[19]  L. Dieci,et al.  Positive definiteness in the numerical solution of Riccati differential equations , 1994 .