Unique polyhedral representations of continuous selections for convex multiparametric quadratic programs

A method which ensures uniqueness of the polyhedral partition of the parameter space for convex multiparametric quadratic programs (mp-QP) is presented. When the mp-QP has non-unique solutions, the norm of the solution vector is minimized and a unique affine optimizer function is identified for each...

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Hauptverfasser: Spjotvold, J., Tondel, P., Johansen, T.A.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:A method which ensures uniqueness of the polyhedral partition of the parameter space for convex multiparametric quadratic programs (mp-QP) is presented. When the mp-QP has non-unique solutions, the norm of the solution vector is minimized and a unique affine optimizer function is identified for each region. It is proven, that under certain assumptions on the problem data, a globally continuous piecewise affine optimizer function is selected.
ISSN:0743-1619
2378-5861
DOI:10.1109/ACC.2005.1470060