{"title":"Optimal Feedback Control for a Class of Nonlinear Time-Delay Systems","authors":"Hongxiao Hu;Zixin Zhou;Liguang Xu;Zhengtao Ding","doi":"10.1109/TAC.2025.3552022","DOIUrl":null,"url":null,"abstract":"This article addresses the problem of optimal nonlinear feedback control for a class of nonlinear time-delay systems over an infinite horizon, involving a nonlinear-nonquadratic performance functional. To this end, we propose a framework for analyzing and designing nonlinear feedback controllers that minimize such cost functionals for these systems. By applying the Lyapunov functional method, the stability of a class of nonlinear time-delay systems is determined over an infinite horizon. This Lyapunov functional is shown to be the solution to a functional Hamilton–Jacobi–Bellman (HJB) equation. Sufficient conditions for optimality are then provided in the form of a steady-state version of the functional HJB equation, thereby guaranteeing both stability and optimality. In addition, the corresponding results of optimal feedback control problem for a class of nonlinear delay-free systems are further developed. Finally, numerical simulations are carried out to demonstrate the effectiveness of the proposed methods.","PeriodicalId":13201,"journal":{"name":"IEEE Transactions on Automatic Control","volume":"70 8","pages":"5568-5575"},"PeriodicalIF":7.0000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Automatic Control","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10930554/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
This article addresses the problem of optimal nonlinear feedback control for a class of nonlinear time-delay systems over an infinite horizon, involving a nonlinear-nonquadratic performance functional. To this end, we propose a framework for analyzing and designing nonlinear feedback controllers that minimize such cost functionals for these systems. By applying the Lyapunov functional method, the stability of a class of nonlinear time-delay systems is determined over an infinite horizon. This Lyapunov functional is shown to be the solution to a functional Hamilton–Jacobi–Bellman (HJB) equation. Sufficient conditions for optimality are then provided in the form of a steady-state version of the functional HJB equation, thereby guaranteeing both stability and optimality. In addition, the corresponding results of optimal feedback control problem for a class of nonlinear delay-free systems are further developed. Finally, numerical simulations are carried out to demonstrate the effectiveness of the proposed methods.
期刊介绍:
In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered:
1) Papers: Presentation of significant research, development, or application of control concepts.
2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions.
In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.