Convex and Concave Relaxations for the Parametric Solutions of Semi‐explicit Index‐One Differential‐Algebraic Equations

Convex and Concave Relaxations for the Parametric Solutions of Semi‐explicit Index‐One Differential‐Algebraic Equations

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Article ID: iaor20131979
Volume: 156
Issue: 3
Start Page Number: 617
End Page Number: 649
Publication Date: Mar 2013
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: programming: convex, programming: nonlinear
Abstract:

A method is presented for computing convex and concave relaxations of the parametric solutions of nonlinear, semi‐explicit, index‐one differential‐algebraic equations (DAEs). These relaxations are central to the development of a deterministic global optimization algorithm for problems with DAEs embedded. The proposed method uses relaxations of the DAE equations to derive an auxiliary system of DAEs, the solutions of which are proven to provide the desired relaxations. The entire procedure is fully automatable.

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