Second-Order Necessary Optimality Conditions for Multi-Objective Optimal Control Problems on Riemannian Manifolds
Li Deng

TL;DR
This paper establishes second-order necessary optimality conditions for multi-objective control problems on Riemannian manifolds, highlighting the influence of manifold curvature on weak Pareto optimal solutions.
Contribution
It extends second-order optimality conditions to multi-objective control on Riemannian manifolds, incorporating curvature effects and addressing fixed and free terminal times.
Findings
Weak Pareto solutions depend on the curvature tensor.
Derived second-order necessary conditions for fixed and free terminal times.
Illustrated results with a specific example contrasting existing theories.
Abstract
In this paper, we investigate the multi-objective optimal control problem of ordinary differential equations on Riemannian manifolds. We first obtain the second-order necessary conditions for weak Pareto optimal solutions for multi-objective optimal control problems with fixed terminal time, and then extend these results to multi-objective optimal control problems with free terminal time, deriving the corresponding second-order necessary conditions for weak Pareto optimal solutions. Our main results (i.e., Theorem 2.2 and Theorem 2.4) show that weak Pareto optimal solutions depend on the curvature tensor of the Riemannian manifold. Finally, we provide an example (i.e., Example 2.1) as an application of our main results, illustrating how our findings differ from existing related results (see Remark 2.2).
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
TopicsOptimization and Variational Analysis · Aerospace Engineering and Control Systems
