On the approximation of complicated dynamical behavior

被引:324
作者
Dellnitz, M [1 ]
Junge, O [1 ]
机构
[1] Univ Bayreuth, Inst Math, D-95440 Bayreuth, Germany
关键词
computation of invariant measures; approximation of the Frobenius-Perron operator; computation of SRB-measures; almost invariant set; cyclic behavior;
D O I
10.1137/S0036142996313002
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We present efficient techniques for the numerical approximation of complicated dynamical behavior. In particular, we develop numerical methods which allow us to approximate Sinai-Ruelle-Bowen (SRB)-measures as well as (almost) cyclic behavior of a dynamical system. The methods are based on an appropriate discretization of the Frobenius{Perron operator, and two essentially different mathematical concepts are used: our idea is to combine classical convergence results for finite dimensional approximations of compact operators with results from ergodic theory concerning the approximation of SRB-measures by invariant measures of stochastically perturbed systems. The efficiency of the methods is illustrated by several numerical examples.
引用
收藏
页码:491 / 515
页数:25
相关论文
共 28 条
  • [1] [Anonymous], 1992, Stochastic Stability of Markov chains
  • [2] SINAI-BOWEN-RUELLE MEASURES FOR CERTAIN HENON MAPS
    BENEDICKS, M
    YOUNG, LS
    [J]. INVENTIONES MATHEMATICAE, 1993, 112 (03) : 541 - 576
  • [3] Random perturbations of chaotic dynamical systems: stability of the spectrum
    Blank, M
    Keller, G
    [J]. NONLINEARITY, 1998, 11 (05) : 1351 - 1364
  • [4] ERGODIC THEORY OF AXIOM A FLOWS
    BOWEN, R
    RUELLE, D
    [J]. INVENTIONES MATHEMATICAE, 1975, 29 (03) : 181 - 202
  • [5] SYMMETRY-INCREASING BIFURCATION OF CHAOTIC ATTRACTORS
    CHOSSAT, P
    GOLUBITSKY, M
    [J]. PHYSICA D, 1988, 32 (03): : 423 - 436
  • [6] Dellnitz M., 1998, Computing and Visualization in Science, V1, P63, DOI 10.1007/s007910050006
  • [7] A subdivision algorithm for the computation of unstable manifolds and global attractors
    Dellnitz, M
    Hohmann, A
    [J]. NUMERISCHE MATHEMATIK, 1997, 75 (03) : 293 - 317
  • [8] Almost invariant sets in Chua's circuit
    Dellnitz, M
    Junge, O
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1997, 7 (11): : 2475 - 2485
  • [9] Exploring invariant sets and invariant measures
    Dellnitz, M
    Hohmann, A
    Junge, O
    Rumpf, M
    [J]. CHAOS, 1997, 7 (02) : 221 - 228
  • [10] Dellnitz M, 1996, PROG NONLIN, V19, P449