Multi-model LQ-constrained min‐max control

Multi-model LQ-constrained min‐max control

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Article ID: iaor2016899
Volume: 37
Issue: 2
Start Page Number: 359
End Page Number: 380
Publication Date: Mar 2016
Journal: Optimal Control Applications and Methods
Authors: ,
Keywords: optimization, programming: quadratic, programming: dynamic
Abstract:

This paper deals with the designing of a min–max controller that provides the minimum value of maximal (among a finite number of linear models) quadratic functional under a simple constraint for a control amplitude. Using the Lagrange multipliers approach, we show that the consideration of this constraint implies the existence of a new adjoint variable (treated as a time‐varying Lagrange multiplier), providing the closed‐form solutions for the considered multi‐model LQ‐constrained min–max control problem. The method is illustrated by three numerical examples.

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