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Equivalent Formulations of Optimal Control Problems with Maximum Cost and Applications.
Emilio Molina1,2,3, Alain Rapaport4, Héctor Ramírez1
1Department of Mathematical Engineering and Center for Mathematical Modeling, CNRS IRL 2807, Universidad de Chile, Santiago, Chile.
This study reformulates the optimal control problem with maximum cost for numerical analysis. New methods offer alternative approaches for solving complex control problems and approximating optimal values.
Area of Science:
- Optimal control theory
- Numerical analysis
- Mathematical optimization
Background:
- The optimal control problem with maximum cost presents challenges for direct numerical solution.
- Existing methods may lack efficiency or applicability for certain problem structures.
Purpose of the Study:
- To reformulate the optimal control problem with maximum cost into forms amenable to numerical methods.
- To introduce novel mathematical frameworks for analyzing and solving these problems.
- To develop approximation schemes for optimal values.
Main Methods:
- Reformulation as extended Mayer problems with state constraints.
- Reformulation as a differential inclusion with an upper-semi-continuous right member.
- Development of a numerical approximation scheme for the optimal value.
Main Results:
- Two equivalent reformulations as Mayer problems were derived.
- A third reformulation as a differential inclusion was proposed.
- A scheme for approximating the optimal value from below was presented.
- The effectiveness of the approaches was demonstrated through examples.
Conclusions:
- The proposed reformulations provide versatile tools for numerical optimal control.
- The differential inclusion approach offers a state-constraint-free alternative.
- The approximation scheme enhances the practical applicability of the methods.
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