Exact and Inexact Lifting Transformations of Nonlinear Dynamical Systems: Transfer Functions, Equivalence, and Complexity Reduction

Exact and Inexact Lifting Transformations of Nonlinear Dynamical Systems: Transfer Functions, Equivalence, and Complexity Reduction

In this work, we deal with the problem of approximating and equivalently formulating generic nonlinear systems by means of specific classes thereof. Bilinear and quadratic-bilinear systems accomplish precisely this goal. Hence, by means of exact and inexact lifting transformations, we are able to re...

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Bibliographic Details
Main Author: Ion Victor Gosea
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
nonlinear systems
complexity model reduction
data-driven methods
bilinear quadratic structure
transfer functions
lifting transformations
Online Access:https://www.mdpi.com/2076-3417/12/5/2333

Internet

https://www.mdpi.com/2076-3417/12/5/2333

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