Nonsmooth analysis and control theory
Nonsmooth analysis and control theory
Journal of Computational and Applied Mathematics - Special issue on SQP-based direct discretization methods for practical optimal control problems
Nonlinear Control Systems
SIAM Journal on Control and Optimization
On the Maximum Principle for Impulsive Hybrid Systems
HSCC '08 Proceedings of the 11th international workshop on Hybrid Systems: Computation and Control
Hybrid LQ-optimization using dynamic programming
ACC'09 Proceedings of the 2009 conference on American Control Conference
On an Optimization Problem for a Class of Impulsive Hybrid Systems
Discrete Event Dynamic Systems
An optimal sliding mode-like regulator for nonlinear polynomial systems
International Journal of Systems Science - Variable Structure Methods for Hybrid Systems
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This paper focuses on the proximal point regularization technique for a class of optimal control processes governed by affine switched systems. We consider switched control systems described by nonlinear ordinary differential equations which are affine in the input. The affine structure of the dynamical models under consideration makes it possible to establish some continuity/approximability properties and to specify these models as convex control systems. We show that, for some classes of cost functionals, the associated optimal control problem (OCP) corresponds to a conventional convex optimization problem in a suitable Hilbert space. The latter can be reliably solved using standard first-order optimization algorithms and consistent regularization schemes. In particular, we propose a conceptual numerical approach based on the gradient-type method and classic proximal point techniques.