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   Articles with "extended dynamic" as a keyword



Artificial Intelligence Adoption for Sustainable Growth in SMEs: An Extended Dynamic Capability Framework

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recommendations! Published in 2025 at "Corporate Social Responsibility and Environmental Management"

DOI: 10.1002/csr.70019

Abstract: The adoption of Artificial Intelligence is transforming enterprises worldwide, influencing various aspects of business operations and affecting all dimensions of the triple bottom line. Companies ready to leverage the potential of this technology can significantly… read more here.

Keywords: dynamic capability; extended dynamic; artificial intelligence; intelligence ... See more keywords

On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator

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recommendations! Published in 2018 at "Journal of Nonlinear Science"

DOI: 10.1007/s00332-017-9423-0

Abstract: Extended dynamic mode decomposition (EDMD) (Williams et al. in J Nonlinear Sci 25(6):1307–1346, 2015) is an algorithm that approximates the action of the Koopman operator on an N-dimensional subspace of the space of observables by… read more here.

Keywords: dynamic mode; extended dynamic; koopman operator; operator ... See more keywords

Symbolic extended dynamic mode decomposition.

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recommendations! Published in 2024 at "Chaos"

DOI: 10.1063/5.0223615

Abstract: In this paper, we present a new method of performing extended dynamic mode decomposition (EDMD) on systems, which admit a symbolic representation. EDMD generates estimates of the Koopman operator, K, for a dynamical system by… read more here.

Keywords: mode decomposition; extended dynamic; symbolic extended; dynamic mode ... See more keywords

On Analytical Construction of Observable Functions in Extended Dynamic Mode Decomposition for Nonlinear Estimation and Prediction

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recommendations! Published in 2021 at "IEEE Control Systems Letters"

DOI: 10.1109/lcsys.2020.3047586

Abstract: We propose an analytical construction of observable functions in the extended dynamic mode decomposition (EDMD) algorithm. EDMD is a numerical method for approximating the spectral properties of the Koopman operator. The choice of observable functions… read more here.

Keywords: observable functions; construction; construction observable; analytical construction ... See more keywords