Numerical meshfree path integration method for non-linear dynamic systems

Abstract We present a new numerical meshfree path integration (MPI) method for non-linear dynamic systems. The obtained MPI method can be performed in the irregular computational domain and the probability density values of the random nodes in the domain can be calculated via the MPI method and the ordinary differential equations for the first and second-order moments on the basis of Gaussian closure method. The piecewise linear interpolation based on adaptive least squares is utilized as a post processor to approximate the probability density values on arbitrary positions. The good performance of the resulting method is finally shown in the numerical examples by using three specific non-linear dynamic systems: Duffing oscillator subjected to both harmonic and stochastic excitations, Duffing–Rayleigh oscillator subjected to both harmonic and stochastic excitations, and CHEN system driven by three different Gaussian white noises.

[1]  Michael F. Wehner,et al.  Numerical evaluation of path-integral solutions to Fokker-Planck equations. II. Restricted stochastic processes , 1983 .

[2]  S. Sharma,et al.  The Fokker-Planck Equation , 2010 .

[3]  G. Cai,et al.  A new path integration procedure based on Gauss-Legendre scheme , 1997 .

[4]  K. Sobczyk,et al.  Approximate probability distributions for stochastic systems : maximum entropy method , 1999 .

[5]  Daizhan Cheng,et al.  Bridge the Gap between the Lorenz System and the Chen System , 2002, Int. J. Bifurc. Chaos.

[6]  Arvid Naess,et al.  Stationary and non-stationary random vibration of oscillators with bilinear hysteresis , 1996 .

[7]  A. Naess,et al.  Response statistics of nonlinear, compliant offshore structures by the path integral solution method , 1993 .

[8]  L. Cai,et al.  Path integration of the Duffing-Rayleigh oscillator subject to harmonic and stochastic excitations , 2005, Appl. Math. Comput..

[9]  M. Zennaro Natural continuous extensions of Runge-Kutta methods , 1986 .

[10]  A. Naess,et al.  Efficient path integration methods for nonlinear dynamic systems , 2000 .

[11]  Wehner,et al.  Numerical evaluation of path-integral solutions to Fokker-Planck equations. III. Time and functionally dependent coefficients. , 1987, Physical review. A, General physics.

[12]  L. Cai,et al.  Study of the Duffing-Rayleigh oscillator subject to harmonic and stochastic excitations by path integration , 2006, Appl. Math. Comput..

[13]  Y. K. Lin,et al.  Numerical path integration of a non-homogeneous Markov process , 2004 .

[14]  Guanrong Chen,et al.  Local bifurcations of the Chen System , 2002, Int. J. Bifurc. Chaos.

[15]  Wei Xu,et al.  Computations of shallow water equations with high-order central-upwind schemes on triangular meshes , 2005, Appl. Math. Comput..