Within the framework of the mathematical model ``Dubins car'', the reachable set on the plane is investigated. It is assumed that scalar control is constrained by a combined constraint. It includes a geometric constraint on the instantaneous control values and an integral quadratic constraint on the control as a whole. The construction of the reachable set is based on the Pontryagin maximum principle formulated for motions arriving at its boundary. The structure of emerging extreme motions is investigated. These motions consist of parts that are Euler elasticae and parts with constant control. Formulas for finding the constants of the conjugate system of the maximum principle are written out. On their basis, a method of one-parameter description of the reachable set boundary is introduced. Examples of numerical calculations of the reachable set boundary are given. The difference between the resulting set and the set that is the intersection of two reachable sets constructed only for the case of the geometric constraint and only the integral constraint is shown.
Keywords: Dubins car, geometric and integral constraints on control, Pontryagin maximum principle, two-dimensional reachable set, parametric description of the boundary, Euler elasticae, numerical modelling
Received February 15, 2025
Revised March 31, 2025
Accepted April 1, 2025
Published online April 7, 2025
Valerii S. Patsko, Cand. Sci. (Phys.-Math.), Krasovskii Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences, Yekaterinburg, 620108 Russia, e-mail: patsko@imm.uran.ru
Georgii I.Trubnikov, Krasovskii Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences, Yekaterinburg, 620108 Russia, Ural Federal University named after the first President of Russia B.N.Yeltsin, Yekaterinburg, 620000 Russia, e-mail: jora_it@mail.ru
Andrey A. Fedotov, Cand. Sci. (Phys.-Math.), Krasovskii Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences, Yekaterinburg, 620108 Russia, e-mail: andreyfedotov@mail.ru
REFERENCES
1. Cockayne E.J., Hall G.W.C. Plane motion of a particle subject to curvature constraints. SIAM J. Control and Optimiz., 1975, vol. 13, no. 1, pp. 197–220. https://doi.org/10.1137/0313012
2. Ardentov A.A., Sachkov Y.L. Solution to Euler’s elastic problem. Autom. Remote Control, 2009, vol. 70, no. 4, pp. 633–643. https://doi.org/10.1134/S0005117909040092
3. Gusev M.I., Zykov I.V. On extremal properties of the boundary points of reachable sets for control systems with integral constraints. Proc. Steklov Inst. Math. (Suppl.), 2018, vol. 300, no. 1, pp. S114–S125. https://doi.org/10.1134/S0081543818020116
4. Euler L. Methodus inveniendi lineas curvas maximi minimive proprietate gaudentes, sive solutio problematis isoperimitrici latissimo sensu accepti. Geneva, Lausanne, 1744, 354 p. Translated to Russian under the title Metod nakhozhdeniya krivykh liniy, obladayushchikh svoystvami maksimuma, libo minimuma ili resheniye izoperimetricheskoy zadachi, vzyatoy v samom shirokom smysle, Moscow; Leningrad, Gostekhizdat Publ., 1934, 600 p.
5. Levien R. The elastica: a mathematical history. Univer. California, Berkeley, 2008, 27 p. Available at: http://www2.eecs.berkeley.edu/Pubs/TechRpts/2008/EECS-2008-103.pdf .
6. Sachkov Yu.L. Left-invariant optimal control problems on Lie groups that are integrable by elliptic functions. Russian Math. Surv., 2023, vol. 78, no. 1, pp. 65–163. https://doi.org/ 10.4213/rm10063e
7. Patsko V.S., Trubnikov G.I., Fedotov A.A. Dubins car with integral control constraint: two-dimensional reachable set. In: Proc. Inter. Conf. “Dynamic systems: stability, control, differential games” (SCDG2024) devoted to the 100th anniversary of Academician N.N.Krasovskii, Yekaterinburg, 2024, pp. 242–245 (in Russian).
8. Trubnikov G.I. Analytics of elliptic functions in the construction of a two-dimensional reachability set of a Dubins car with an integral constraint on control. In: Proc. Inter. Conf. “Dynamic systems: stability, control, differential games” (SCDG2024) devoted to the 100th anniversary of Academician N.N.Krasovskii, Yekaterinburg, 2024, pp. 331–335 (in Russian).
9. Dar’in A.N., Kurzhanskii A.B. Nonlinear control synthesis under two types of constraints. Diff. Equ., 2001, vol. 37, no. 11, pp. 1549–1558. https://doi.org/10.1023/A:1017960614331
10. Gusev M.I. Computing the reachable set boundary for an abstract control system: revisited. Ural Math. J., 2023, vol. 9, no. 2, pp. 99–108. https://doi.org/10.15826/umj.2023.2.008
11. Huseyin A., Huseyin N. Precompactness of the set of trajectories of the controllable system described by a nonlinear Volterra integral equation. Math. Model. Anal., 2012, vol. 17, no. 5, pp. 686–695. https://doi.org/10.3846/13926292.2012.736088
12. Patsko V.S., Trubnikov G.I., Fedotov A.A. Numerical study of a three-dimensional reachable set for a Dubins car under an integral control constraint. Commun. Optimiz. Theory, 2025. Vol. 2025. Article ID 24. P. 1–33. https://doi.org/10.23952/cot.2025.24
13. Zykov I.V. On the reachability problem for a nonlinear control system with integral constraints. In: Proc. 48th Intern. Youth School-Conf. “Modern problems in mathematics and its applications” (MPMA 2017), Yekaterinburg, 2017, vol. 1894, pp. 88–97 (in Russian).
14. Lee E.B., Markus L. Foundations of optimal control theory. New York, London, Sydney: John Wiley & Sons, 1967, 576 p. ISBN: 0471522635 . Translated to Russian under the title Osnovy teorii optimal’nogo upravleniya, Moscow, Nauka Publ., 1972, 576 p.
15. Miura T. Polar tangential angles and free elasticae. Math. Engineer., 2021, vol. 3, no. 4, pp. 1–12. https://doi.org/10.3934/mine.2021034
16. Love A.E.H. A treatise on the mathematical theory of elasticity. 4th ed., NY, Dover Publ., 1944, 643 p.
17. Sikorskii Y.S. Elementy teorii ellipticheskikh funktsiy: S prilozheniyami k mekhanike [Elements of the theory of elliptic functions. With applications to mechanics]. Moscow, KomKniga Publ., 2006, 368 p. ISBN: 5-484-00401-2 .
Cite this article as: V.S. Patsko, G.I. Trubnikov, A.A. Fedotov. Two-dimensional reachable set of Dubins car with both geometric and integral constraints on control. Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2025, vol.31, no. 2, pp. 162–180