Numerical continuation in nonlinear experiments using local Gaussian process regression

Control-based continuation (CBC) is a general and systematic method to probe the dynamics of nonlinear experiments. In this paper, CBC is combined with a novel continuation algorithm that is robust to experimental noise and enables the tracking of geometric features of the response surface such as f...

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Bibliographic Details
Published in:	Nonlinear dynamics Vol. 98; no. 4; pp. 2811 - 2826
Main Authors:	Renson, L., Sieber, J., Barton, D. A. W., Shaw, A. D., Neild, S. A.
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.12.2019 Springer Nature B.V
Subjects:	Algorithms Automotive Engineering Classical Mechanics Control Coupled modes Data points Dynamical Systems Engineering Gaussian process Mathematical models Mechanical Engineering Nonlinear dynamics Original Paper Response surface methodology Robustness (mathematics) Vibration Gaussian process regression Regression-based continuation Active data selection Nonlinear experiment Control-based continuation
ISSN:	0924-090X, 1573-269X
Online Access:	Get full text
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