2016•Unpublished venueRequires access

Budget-constrained infinite horizon optimal control problems with linear dynamics

Valeriya Lykina, Sabine Pickenhain

Open publisher page 3 citations

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.

About this research paper

What this paper is about

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.

Why it matters

OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available 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.

Key concepts: Optimal control, Constraint (computer-aided design), Linear-quadratic regulator, Mathematics, Sobolev space, Mathematical optimization, State space, Linear-quadratic-Gaussian control

Related papers

Back to paper searchBrowse research topicsOriginal source
Budget-constrained infinite horizon optimal control problems with linear dynamics — Research Paper | ScholarLens