TY - JOUR
T1 - On the approximation of complicated dynamical behavior
AU - Dellnitz, Michael
AU - Junge, Oliver
PY - 1999
Y1 - 1999
N2 - 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.
AB - 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.
KW - Almost invariant set
KW - Approximation of the Frobenius-Perron operator
KW - Computation of SRB-measures
KW - Computation of invariant measures
KW - Cyclic behavior
UR - http://www.scopus.com/inward/record.url?scp=0000371241&partnerID=8YFLogxK
U2 - 10.1137/S0036142996313002
DO - 10.1137/S0036142996313002
M3 - Article
AN - SCOPUS:0000371241
SN - 0036-1429
VL - 36
SP - 491
EP - 515
JO - SIAM Journal on Numerical Analysis
JF - SIAM Journal on Numerical Analysis
IS - 2
ER -