Course by Yu. L. Sachkov "Elements of Optimal Control Theory" September 15–November 17, 2023, online
We kindly ask all participants, including remote ones and those watching recorded videos, to register
at this link.
A course of 10-12 lectures will be devoted to the main issues of the theory
of optimal control: the existence of solutions and the necessary optimality
conditions, with a presentation of the required mathematical foundation. The
course focuses on two major results of the theory:
— Sufficient Filippov conditions for the existence of an optimal control;
— Pontryagin's maximum principle.
Both results will be presented and proved in an invariant geometric form
for problems on smooth manifolds.
Along the way, important general mathematical material will be presented:
— Measurable sets and functions, Carathéodory differential equations;
— Differential equations on smooth manifolds;
— Elements of chronological calculation R.V. Gamkrelidze-A.A. Agracheva;
— Differential forms;
— Elements of symplectic geometry.
The course is designed for students of mathematics and physics (starting
from the 3rd year) and graduate students. No prior knowledge of control theory
is assumed.
The course is a continuation and deepening of the online course given by
Yu.L. Sachkov in 2022, but it can also be listened to independently. At the end of
the course, an exam is planned for those who wish.
Course program
- Statement of the optimal control problem.
- Measurable sets and functions, Carathéodory differential equations.
- Sufficient Filippov conditions for the existence of an optimal control.
- Differential equations on smooth manifolds.
- Elements of chronological calculus R.V. Gamkrelidze-A.A. Agrachev.
- Differential forms.
- Elements of symplectic geometry.
- Proof of the Pontryagin maximum principle on manifolds: geometric form,
optimal control problems with different boundary conditions.
References
[1] A.A. Agrachev, Yu.L. Sachkov, Geometric control theory. M.: Fizmatlit, 2005. Engl. trans.: A.A. Agrachev, Yu.L. Sachkov, Control theory from the geometric viewpoint. Springer-Verlag.
2004
[2] A.A. Agrachev, D. Barilari, U. Boscain, A Comprehensive Introduction to sub-Riemannian
Geometry from Hamiltonian viewpoint. Cambr. Stud. in Advanced Math., Cambr. Univ. Press,
2019.
[3] Yu.L. Sachkov, Introduction to geometric control theory. M.: URSS, 2021, 160 pp. Engl.
trans.: Yu. Sachkov, Introduction to geometric control. Springer Verlag, 2022.
Program
Lecturer
Sachkov Yurii Leonidovich
Financial support
The course is supported by the Ministry of Science and Higher Education of the Russian Federation (the grant to the Steklov International Mathematical Center, Agreement no. 075-15-2022-265).
Institutions
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow Steklov International Mathematical Center |
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Course by Yu. L. Sachkov "Elements of Optimal Control Theory", September 15–November 17, 2023 |
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November 17, 2023 (Fri) |
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Lecture 10. Elements of Optimal Control Theory Yu. L. Sachkov November 17, 2023 17:00, online
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November 10, 2023 (Fri) |
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Lecture 9. Elements of Optimal Control Theory Yu. L. Sachkov November 10, 2023 17:00, online
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November 3, 2023 (Fri) |
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Lecture 8. Elements of Optimal Control Theory Yu. L. Sachkov November 3, 2023 17:00, online
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October 27, 2023 (Fri) |
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Lecture 7. Elements of Optimal Control Theory Yu. L. Sachkov October 27, 2023 17:00, online
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October 20, 2023 (Fri) |
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Lecture 6. Elements of Optimal Control Theory Yu. L. Sachkov October 20, 2023 17:00, online
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October 13, 2023 (Fri) |
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Lecture 5. Elements of Optimal Control Theory Yu. L. Sachkov October 13, 2023 17:00, online
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October 6, 2023 (Fri) |
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Lecture 4. Elements of Optimal Control Theory Yu. L. Sachkov October 6, 2023 17:00, online
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September 29, 2023 (Fri) |
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Lecture 3. Elements of Optimal Control Theory Yu. L. Sachkov September 29, 2023 17:00, online
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September 22, 2023 (Fri) |
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Lecture 2. Elements of Optimal Control Theory Yu. L. Sachkov September 22, 2023 17:00, online
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September 15, 2023 (Fri) |
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10. |
Lecture 1. Elements of Optimal Control Theory Yu. L. Sachkov September 15, 2023 17:00, online
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