The construction of the guaranteeing control in the time-optimization problem for linear discrete-time systems with summary control constraints
<p><strong>Context and relevance.</strong> The time-optimization problem is solved for a linear stationary system with discrete-time and summary first-order constraints on control. <strong>Objective.</strong> Demonstrate the possibility of constructing the guaranteeing control in the time-optimization problem. <strong>Hypothesis. </strong>The guaranteed solution found by applying the polyhedral approximation algorithm will converge to the optimal one. <strong>Methods and materials.</strong> This task has a number of features that complicate its solution using standard methods such as dynamic programming and the maximum principle. For this reason, it is proposed to use a geometric approach and an apparatus of null-controllable sets to solve the time-optimization problem. <strong>Results.</strong> For the case when the summary constraints are piecewise-linear, it is proved that all null-controllable sets are polyhedrons, which makes it possible to reduce the initial control problem to solving a number of linear programming problems. For arbitrary convex summary constraints, the possibility of constructing a guaranteeing solution in terms of time-optimization problem based on polyhedral approximation methods is shown.<strong> Conclusions.</strong> The convergence of the guaranteeing solution to the optimal one is investigated: it is proved that it will be completed in a finite number of iterations if the polyhedral approximation algorithm used guarantees convergence in the sense of the Hausdorff metric. The developed theoretical results are demonstrated using a numerical example.</p>
Authors
- A.A. Mokhnacheva (ORCID: https://orcid.org/0009-0008-2003-2743)
Institutions
- Moscow Aviation Institute (RU)
Publication Details
- Journal
- Modelling and Data Analysis
- Published
- 2025-06-30
- DOI
- https://doi.org/10.17759/mda.2025150204
- Primary Topic
- Aerospace Engineering and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00