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Aggregated occupation measures and linear programming approach to constrained impulse control problems

2020/10/08 by Alexey Piunovskiy, Yi Zhang, Piunovskiy, Alexey +1
Mathematics · Engineering · Computer Science · #Numerical methods for differential equations #Stability and Control of Uncertain Systems #Optimization and Variational Analysis

paper · pdf · doi:10.48550/arxiv.2010.04601

Abstract

For a constrained optimal impulse control problem of an abstract dynamical system, we introduce the occupation measures along with aggregated occupation measures and present two associated linear programs. We prove that the two linear programs are equivalent under appropriate conditions, and each linear program gives rise to an optimal strategy in the original impulse control problem.

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