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Research Article | Open Access

The L1-induced norm analysis for linear multivariable differential equations

Junghoon Kim1Jung Hoon Kim1,2( )
Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, 37673, Korea
Institute for Convergence Research and Education in Advanced Technology, Yonsei University, Incheon 21983, Korea
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Abstract

In this paper, we consider the L1-induced norm analysis for linear multivariable differential equations. Because such an analysis requires integrating the absolute value of the associated impulse response on the infinite-interval [0,), this interval was divided into [0,H) and [H,), with the truncation parameter H. The former was divided into M subintervals with an equal width, and the kernel function of the relevant input\slash output operator on each subinterval was approximated by a pth order polynomial with p=0,1,2,3. This derived to an upper bound and a lower bound on the L1-induced norm for [0,H), with the convergence rate of 1/Mp+1. An upper bound on the L1-induced norm for [H,) was also derived, with an exponential order of H. Combining these bounds led to an upper bound and a lower bound on the original L1-induced norm on [0,), within the order of 1/Mp+1. Furthermore, the l1-induced norm of difference equations was tackled in a parallel fashion. Finally, numerical studies were given to demonstrate the overall arguments.

CLC number: 39A06, 40A25, 45A05, 65L03, 93-08, 93C05, 93C55

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AIMS Mathematics
Pages 34205-34223

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Cite this article:
Kim J, Kim JH. The L1-induced norm analysis for linear multivariable differential equations. AIMS Mathematics, 2024, 9(12): 34205-34223. https://doi.org/10.3934/math.20241629

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Received: 20 September 2024
Revised: 26 November 2024
Accepted: 29 November 2024
Published: 15 December 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)