A new local linear prediction model for chaotic time series

Physics Letters, Section A: General, Atomic and Solid State Physics

Volumn 370, Issue 5-6, 2007, Pages 465-470

  Meng, Qingfang ^a   Peng, Yuhua ^a  

^a SHANDONG UNIVERSITY   (China)

Author keywords

Chaotic time series; Local linear prediction; Model

Indexed keywords

MODELS; TIME SERIES;

CHAOTIC TIME SERIES; EMBEDDING DIMENSIONS; LOCAL LINEAR PREDICTIONS; NEAREST NEIGHBORS; OPTIMAL PARAMETER; PREDICTION PERFORMANCE; STATE SPACE RECONSTRUCTION;

FORECASTING;

EID: 35348991143     PISSN: 03759601     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physleta.2007.06.010     Document Type: Article

References (20)

1. Kantz H., and Schreiber T. Nonlinear Time Series Analysis. second ed. (2003), Cambridge Univ. Press, Cambridge
2. Koh T., and Powers E.J. IEEE Trans. Aco. Speech Sign. Proc. 33 (1985) 1445
3. Tsonis A.A., and Elsner J.B. Nature 358 (1992) 217
4. Rubin D.M. Chaos 2 (1992) 525
5. Barahona M., and Poon C.-S. Nature 381 (1996) 215
6. Ikeguchi T., and Aihara K. Phys. Rev. E 55 (1997) 2530
7. Sugihara G., and May R.M. Nature 334 (1990) 734
8. Casdagli M. Physica D 35 (1989) 335
9. Schreiber T. Phys. Rev. Lett. 78 (1997) 843
10. Farmer J.D., and Sidorowich J.J. Phys. Rev. Lett. 59 (1987) 845
11. Sugihara G., and May R.M. Nature 334 (1990) 734
12. Giona M., Lentini F., and Cimagalli V. Phys. Rev. A 44 (1991) 3496
13. Kugiumtzis D., Lingjarde O.C., and Christophersen N. Physica D 112 (1998) 344
14. Jayawardena A.W., Li W.K., and Xu P. J. Hydro. 258 (2002) 40
15. Ragwitz M., and Kantz H. Phys. Rev. E 65 (2002) 056201
16. Packard N., et al. Phys. Rev. Lett. 45 (1980) 712
17. Takens F. In: Rand D., and Young L.-S. (Eds). Dynamical Systems and Turbulence, Warwick, 1980 (1981), Springer, Berlin 366
18. Sauer T., Yorke J.A., and Casdagli M. J. Stat. Phys. 65 (1991) 579
19. Lorenz E.N. Tellus, Ser. A 36 (1984) 98
20. Lichtenberg A.J., and Lieberman M.A. Regular and Stochastic Motion (1983), Springer, New York