Budget-constrained infinite horizon optimal control problems with linear dynamics
Valeriya Lykina, Sabine Pickenhain
Abstract
Valeriya Lykina, Sabine Pickenhain
Abstract
In this paper a class of infinite horizon optimal control problems with an isoperimetrical constraint, also interpreted as a budget constraint, is considered. Herein a linear both in the state and in the control dynamic is allowed. The problem setting includes a weighted Sobolev space as the state space. We investigate the question of existence of an optimal solution and formulate a corresponding theorem. Which influence the isoperimetrical constraint may have on the feasible set and on the existence of an optimal solution is illustrated in details at hand of a linear-quadratic regulator model.
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In this paper a class of infinite horizon optimal control problems with an isoperimetrical constraint, also interpreted as a budget constraint, is considered. Herein a linear both in the state and in the control dynamic is allowed. The problem setting includes a weighted Sobolev space as the state space. We investigate the question of existence of an optimal solution and formulate a corresponding theorem. Which influence the isoperimetrical constraint may have on the feasible set and on the existence of an optimal solution is illustrated in details at hand of a linear-quadratic regulator model.
Key concepts: Optimal control, Constraint (computer-aided design), Linear-quadratic regulator, Mathematics, Sobolev space, Mathematical optimization, State space, Linear-quadratic-Gaussian control