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STATE CONSTRAINED CONTROL PROBLEMS IN BANACH LATTICES AND APPLICATIONS

Alessandro Calvia, Salvatore Federico, Fausto Gozzi

2021Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)13 citationsDOIOpen Access PDF

Abstract

This paper aims to study a family of deterministic optimal control problems in infinite-dimensional spaces. The peculiar feature of such problems is the presence of a positivity state constraint, which often arises in economic applications. To deal with such constraints, we set up the problem in a Banach lattice, not necessarily reflexive: a typical example is the space of continuous functions on a compact set. In this setting, which seems to be new in this context, we are able to find explicit solutions to the Hamilton-Jacobi-Bellman (HJB) equation associated to a suitable auxiliary problem and to write the corresponding optimal feedback control. Thanks to a type of infinite-dimensional Perron-Frobenius theorem, we use these results to gain information about the optimal paths of the original problem. This was not possible in the infinite-dimensional setting used in earlier works on this subject, where the state space was an L2 space.

Topics & Concepts

MathematicsBanach spaceOptimal controlHamilton–Jacobi–Bellman equationCompact spaceConstraint (computer-aided design)Context (archaeology)State (computer science)State spacePure mathematicsDiscrete mathematicsApplied mathematicsMathematical optimizationAlgorithmBiologyPaleontologyStatisticsGeometryOptimization and Variational AnalysisStochastic processes and financial applicationsStability and Controllability of Differential Equations