A Converse Lyapunov-Type Theorem for Control Systems with Regulated Cost

Abstract Given a nonlinear control system, a target set, a nonnegative integral cost, and a continuous function W , we say that the system is globally asymptotically controllable to the target with W - regulated cost , whenever, starting from any point z , among the strategies that achieve classical asymptotic controllability we can select one that also keeps the cost less than W ( z ). In this paper, assuming mild regularity hypotheses on the data, we prove that a necessary and sufficient condition for global asymptotic controllability with regulated cost is the existence of a special, continuous Control Lyapunov Function, called a Minimum Restraint Function . The main novelty is the necessity implication, obtained here for the first time. Nevertheless, the sufficiency condition extends previous results based on semiconcavity of the Minimum Restraint Function, while we require mere continuity.

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Publication Details

Journal
Journal of Optimization Theory and Applications
Published
2024-08-31
DOI
https://doi.org/10.1007/s10957-024-02517-z
Citations
1
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.33

Funders

Controls
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article

A Converse Lyapunov-Type Theorem for Control Systems with Regulated Cost

Anna Chiara Lai, Monica Motta
1 citations
Journal of Optimization Theory and Applications
Adaptive Control of Nonlinear Systems
0.33
article

A Converse Lyapunov-Type Theorem for Control Systems with Regulated Cost

Anna Chiara Lai, Monica Motta
article en
1 citations

Abstract

Abstract Given a nonlinear control system, a target set, a nonnegative integral cost, and a continuous function W , we say that the system is globally asymptotically controllable to the target with W - regulated cost , whenever, starting from any point z , among the strategies that achieve classical asymptotic controllability we can select one that also keeps the cost less than W ( z ). In this paper, assuming mild regularity hypotheses on the data, we prove that a necessary and sufficient condition for global asymptotic controllability with regulated cost is the existence of a special, continuous Control Lyapunov Function, called a Minimum Restraint Function . The main novelty is the necessity implication, obtained here for the first time. Nevertheless, the sufficiency condition extends previous results based on semiconcavity of the Minimum Restraint Function, while we require mere continuity.

Journal of Optimization Theory and ApplicationsVol. 203(1)
University of Padua (IT), Sapienza University of Rome (IT)
Istituto Nazionale di Alta Matematica "Francesco Severi", Università degli Studi di Padova, Gruppo Nazionale per l'Analisi Matematica, la Probabilità e le loro Applicazioni
Openalex Percentile: Top 43%
Adaptive Control of Nonlinear Systems
0.33
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