Abstract
Generalized cell mapping is an efficient and powerful numerical tool for the prediction of the long-term behavior and global analysis of nonlinear dynamic systems. The only drawback of this method is the enormous computational effort it requires for high-dimensional systems. We overcome this problem by adaptively refining a very rough starting cell grid, where the adaptation is controlled by the long-term dynamics of the system. We illustrate the efficiency of our approach by examples.
Similar content being viewed by others
References
Dellnitz, M. and Junge, O., 'An adaptive subdivision technique for the approximation of attractors and invariant measures', Computing and Visualization in Science 1, 1998, 63–68.
Dellnitz, M. and Junge, O., 'On the approximation of complicated dynamical behavior', SIAM Journal on Numerical Analysis, 1998, to appear.
Guder, R. and Kreuzer, E., 'Using the generalized cell mapping to approximate invariant measures on compact manifolds', International Journal of Bifurcation and Chaos 7(11), 1997, 2487–2499.
Guder, R., Dellnitz, M., and Kreuzer, E., 'An adaptive method for the approximation of the generalized cell mapping', Chaos, Solitons and Fractals 8(4), 1997, 525–534.
Hsu, C. S., 'A theory of cell-to-cell mapping dynamical systems', Journal of Applied Mechanics 47, 1980, 931–939.
Hsu, C. S., Cell-to-Cell Mapping – A Method of Global Analysis for Nonlinear Systems, Springer-Verlag, New York, 1987.
Hsu, C. S., 'Global analysis by cell mapping', International Journal of Bifurcation and Chaos 2, 1992, 727–771.
Hunt, F. Y., 'A Monte-Carlo approach to the approximation of invariant measures', National Institute of Standards and Technology Report, No. 4980, 1993.
Kreuzer, E., Numerische Untersuchung nichtlinearer dynamischer Systeme, Springer-Verlag, Berlin, 1987.
Lasota, A. and Mackey C., Chaos, Fractals and Noise, Springer-Verlag, New York, 1994.
Li, T. Y., 'Finite approximation of the Frobenius–Perron operator, a solution to Ulam's conjecture', Journal of Approximation Theory 17, 1976, 177–186.
Tongue, B. H. and Gu, K., 'Adaptive mesh strategies for interpolated mapping procedure', International Journal of Engineering Science 27(10), 1989, 1143–1154.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Guder, R., Kreuzer, E. Control of an Adaptive Refinement Technique of Generalized Cell Mapping by System Dynamics. Nonlinear Dynamics 20, 21–32 (1999). https://doi.org/10.1023/A:1008352418599
Issue Date:
DOI: https://doi.org/10.1023/A:1008352418599