A Laguerre homotopy method for optimal control of nonlinear systems in semi-infinite interval
Haijun Yu, Hassan Saberi Nik

TL;DR
This paper introduces a Laguerre homotopy method (LaHOC) for solving nonlinear optimal control problems on semi-infinite intervals, demonstrating improved accuracy and efficiency over existing methods.
Contribution
The paper develops a novel Laguerre homotopy approach using spectral analysis for nonlinear control problems, with proven local convergence and superior numerical performance.
Findings
LaHOC outperforms Matlab BVP5C in accuracy.
LaHOC is more efficient than existing methods.
Numerical results confirm LaHOC's effectiveness.
Abstract
This paper presents a Laguerre homotopy method for optimal control problems in semi-infinite intervals (LaHOC), with particular interests given to nonlinear interconnected large-scale dynamic systems. In LaHOC, spectral homotopy analysis method is used to derive an iterative solver for the nonlinear two-point boundary value problem derived from Pontryagins maximum principle. A proof of local convergence of the LaHOC is provided. Numerical comparisons are made between the LaHOC, Matlab BVP5C generated results and results from literature for two nonlinear optimal control problems. The results show that LaHOC is superior in both accuracy and efficiency.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsFractional Differential Equations Solutions · Iterative Methods for Nonlinear Equations · Model Reduction and Neural Networks
