Super-Linearization with Monomial Observables: Necessary and Sufficient Conditions

We establish necessary and sufficient conditions for polynomial systems with a unique visible monomial observable to be (strongly) super-linearized using monomial observables. Our analysis reveals that, while a super-linearization may include additional observables, the observables that are essential for achieving the super-linearization must all have the same degree as the visible observable.

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Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.07.056
Primary Topic
Model Reduction and Neural Networks
Type
article
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0.00
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article

Super-Linearization with Monomial Observables: Necessary and Sufficient Conditions

Mohamed-Ali Belabbas, Jehyung Ko
IFAC-PapersOnLine
Model Reduction and Neural Networks
article

Super-Linearization with Monomial Observables: Necessary and Sufficient Conditions

Mohamed-Ali Belabbas, Jehyung Ko
article en

Abstract

We establish necessary and sufficient conditions for polynomial systems with a unique visible monomial observable to be (strongly) super-linearized using monomial observables. Our analysis reveals that, while a super-linearization may include additional observables, the observables that are essential for achieving the super-linearization must all have the same degree as the visible observable.

IFAC-PapersOnLineVol. 59(4)
University of Illinois Urbana-Champaign (US)
Openalex Percentile: Top 84%
Model Reduction and Neural Networks
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Super-Linearization with Monomial Observables: Necessary and Sufficient Conditions — Mohamed-Ali Belabbas, Jehyung Ko · IFAC-PapersOnLine (2025) | TGRS Research Map | TGRS