Spectral analysis of the Koopman operator for partial differential equations

被引:19
作者
Nakao, Hiroya [1 ]
Mezic, Igor [2 ]
机构
[1] Tokyo Inst Technol, Dept Syst & Control Engn, Tokyo 1528552, Japan
[2] Univ Calif Santa Barbara, Dept Mech Engn & Math, Santa Barbara, CA 93106 USA
关键词
NONLINEAR-SYSTEMS; DYNAMICAL-SYSTEMS; MODEL-REDUCTION;
D O I
10.1063/5.0011470
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We provide an overview of the Koopman-operator analysis for a class of partial differential equations describing relaxation of the field variable to a stable stationary state. We introduce Koopman eigenfunctionals of the system and use the notion of conjugacy to develop spectral expansion of the Koopman operator. For linear systems such as the diffusion equation, the Koopman eigenfunctionals can be expressed as linear functionals of the field variable. The notion of inertial manifolds is shown to correspond to joint zero level sets of Koopman eigenfunctionals, and the notion of isostables is defined as the level sets of the slowest decaying Koopman eigenfunctional. Linear diffusion equation, nonlinear Burgers equation, and nonlinear phase-diffusion equation are analyzed as examples.
引用
收藏
页数:14
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