Nonconvex Optimization Problems for Maximum Hands-Off Control

Maximum hands-off control is the optimal solution to the <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$L^{0}$</tex-math></inline-formula> optimal control problem. While convex approximation is typically used to relax this problem, it does not necessarily result in maximum hands-off control. Therefore, this study introduces a nonconvex approximation method and a class of nonconvex optimal control problems that are always equivalent to the maximum hands-off control problem. A computation method based on difference of convex functions optimization is then derived and numerically validated.

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Publication Details

Journal
IEEE Transactions on Automatic Control
Published
2024-10-03
DOI
https://doi.org/10.1109/tac.2024.3474061
Citations
2
Primary Topic
Stability and Control of Uncertain Systems
Type
article
Field-Weighted Citation Impact
0.66
Controls
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article

Nonconvex Optimization Problems for Maximum Hands-Off Control

Takuya Ikeda
2 citations
IEEE Transactions on Automatic Control
Stability and Control of Uncertain Systems
0.66
article

Nonconvex Optimization Problems for Maximum Hands-Off Control

Takuya Ikeda
article en
2 citations

Abstract

Maximum hands-off control is the optimal solution to the <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$L^{0}$</tex-math></inline-formula> optimal control problem. While convex approximation is typically used to relax this problem, it does not necessarily result in maximum hands-off control. Therefore, this study introduces a nonconvex approximation method and a class of nonconvex optimal control problems that are always equivalent to the maximum hands-off control problem. A computation method based on difference of convex functions optimization is then derived and numerically validated.

IEEE Transactions on Automatic ControlVol. 70(3)
The University of Kitakyushu (JP)
Openalex Percentile: Top 30%
Stability and Control of Uncertain Systems
0.66
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