Implementation of infinite-dimensional interior-point method for solving multi-criteria linear–quadratic control problem

Implementation of infinite-dimensional interior-point method for solving multi-criteria linear–quadratic control problem

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Article ID: iaor20061410
Country: United Kingdom
Volume: 21
Issue: 2
Start Page Number: 315
End Page Number: 341
Publication Date: Apr 2006
Journal: Optimization Methods & Software
Authors: , ,
Keywords: duality
Abstract:

We describe an implementation of an infinite-dimensional primal–dual algorithm based on the Nesterov–Todd direction. Several applications to both continuous and discrete-time multi-criteria linear–quadratic control problems and linear–quadratic control problem with quadratic constraints are described. Numerical results show a very fast convergence (typically, within 3–4 iterations) to optimal solutions.

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