Skip to main content
Log in

Linear embedding of attractors by bi-orthogonal decomposition and empirical orthogonal functions

  • Published:
Il Nuovo Cimento B (1971-1996)

Summary

Some characteristics of the bi-orthogonal-decomposition method are rigorously described and compared to those of the empirical-orthogonal-function analysis (EOFA). We suggest the extension of some properties of such method to EOFA to obtain a useful tool in detecting bifurcations for time series. Some peculiar limits are also illustrated by analytical results and simple applications.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Aubry N.,Theor. Comput. Fluid Dynam.,2 (1991) 339.

    Article  ADS  MATH  Google Scholar 

  2. Broomhead D. S. andKing G. P.,Physica D,20 (1986) 217.

    Article  MathSciNet  ADS  Google Scholar 

  3. Costantin C., Foias C., Nicolaenko B. andTemam R.,Integral Manifolds and Inertial Manifolds for Dissipative Partial Differential Equations (Springer-Verlag) 1988.

  4. Aubry N., Guyonnet R. andLima R.,J. Stat. Phys.,64 (1991) 683.

    Article  MathSciNet  ADS  MATH  Google Scholar 

  5. Aubry N., Guyonnet R. andLima R.,J. Nonlinear Sci.,2 (1992) 183.

    Article  MathSciNet  ADS  Google Scholar 

  6. Aubry N., Guyonnet R. andLima R.,J. Stat. Phys.,67 (1992) 203.

    Article  MathSciNet  ADS  MATH  Google Scholar 

  7. Guyonnet R. andLima R.,The bi-orthogonal decomposition; inProceedings of the First South-North Workshop on Fusion Theory, Algiers (1990), preprint.

  8. Lima R.,Chaos,2 (1992) 321.

    Article  MathSciNet  ADS  MATH  Google Scholar 

  9. Peixoto J. R. andOort A. H.,Physics of Climate (AIP) 1992.

  10. Kato T.,Perturbation Theory for Linear Operators (Springer-Verlag) 1966.

  11. Takens F.,Detecting Strange Attractors in Turbulence, edited byD. A. Rand andL. S. Young,Lect. Notes Math., Vol.898 (Springer-Verlag, Berlin) 1981, p. 366.

    Google Scholar 

  12. Lorenz E. N.,J. Atmos. Sci.,20 (1963) 130.

    Article  ADS  Google Scholar 

  13. Bergè P., Pomeau Y. andVidal Ch.,L'ordre dans le chaos (Hermann, Paris) 1984.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to F. Brini.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Brini, F. Linear embedding of attractors by bi-orthogonal decomposition and empirical orthogonal functions. Nuov Cim B 110, 955–966 (1995). https://doi.org/10.1007/BF02722863

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02722863

Keywords

Navigation