Optimizing Inputs for Nonlinear Systems with Infinite Memory in the Time Domain

Alexander De Cock; Joannes Schoukens

Samenvatting

Our goal is to obtain a better understanding of what makes an input informative in the case of nonlinear infinite memory systems. However, unlike linear dynamic systems or nonlinear finite memory systems , no global or convex solver is known for this problem. Therefore, a brute force optimization is performed where we optimize the time samples of the input with the help of numerical nonlinear solvers. Three important settings will be considered: the total signal length, the sampling frequency and the initial values of the optimization.

Originele taal-2	English
Titel	34th Benelux Meeting of Systems and Control, Lommel, Belgium, March 24-26, 2015
Status	Published - 24 mrt 2015
Evenement	34th Benelux Meeting on Systems and Control - Vossemeren, Lommel, Belgium Duur: 24 mrt 2015 → 26 mrt 2015

Seminar

Seminar	34th Benelux Meeting on Systems and Control
Land	Belgium
Stad	Lommel
Periode	24/03/15 → 26/03/15

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title = "Optimizing Inputs for Nonlinear Systems with Infinite Memory in the Time Domain",

abstract = "Our goal is to obtain a better understanding of what makes an input informative in the case of nonlinear infinite memory systems. However, unlike linear dynamic systems or nonlinear finite memory systems , no global or convex solver is known for this problem. Therefore, a brute force optimization is performed where we optimize the time samples of the input with the help of numerical nonlinear solvers. Three important settings will be considered: the total signal length, the sampling frequency and the initial values of the optimization.",

keywords = "Nonlinear systems, Optimal Input Design, Non-convex optimization",

author = "{De Cock}, Alexander and Joannes Schoukens",

year = "2015",

month = "3",

day = "24",

language = "English",

isbn = "9789073802926",

booktitle = "34th Benelux Meeting of Systems and Control, Lommel, Belgium, March 24-26, 2015",

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TY - CHAP

T1 - Optimizing Inputs for Nonlinear Systems with Infinite Memory in the Time Domain

AU - De Cock, Alexander

AU - Schoukens, Joannes

PY - 2015/3/24

Y1 - 2015/3/24

N2 - Our goal is to obtain a better understanding of what makes an input informative in the case of nonlinear infinite memory systems. However, unlike linear dynamic systems or nonlinear finite memory systems , no global or convex solver is known for this problem. Therefore, a brute force optimization is performed where we optimize the time samples of the input with the help of numerical nonlinear solvers. Three important settings will be considered: the total signal length, the sampling frequency and the initial values of the optimization.

AB - Our goal is to obtain a better understanding of what makes an input informative in the case of nonlinear infinite memory systems. However, unlike linear dynamic systems or nonlinear finite memory systems , no global or convex solver is known for this problem. Therefore, a brute force optimization is performed where we optimize the time samples of the input with the help of numerical nonlinear solvers. Three important settings will be considered: the total signal length, the sampling frequency and the initial values of the optimization.

KW - Nonlinear systems

KW - Optimal Input Design

KW - Non-convex optimization

M3 - Meeting abstract (Book)

SN - 9789073802926

BT - 34th Benelux Meeting of Systems and Control, Lommel, Belgium, March 24-26, 2015

ER -

Optimizing Inputs for Nonlinear Systems with Infinite Memory in the Time Domain

Samenvatting

Seminar

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