Recent advances in multiparametric nonlinear programming

Luis F. Domínguez, Diogo A. Narciso, Efstratios N. Pistikopoulos

Research output: Contribution to journalArticlepeer-review

37 Scopus citations

Abstract

In this paper, we present recent developments in multiparametric nonlinear programming. For the case of convex problems, we highlight key issues regarding the full characterization of the parametric solution space and we discuss, through an illustrative example problem, four alternative state-of-the-art multiparametric nonlinear programming algorithms. We also identify a number of main challenges for the non-convex case and highlight future research directions. © 2009 Elsevier Ltd. All rights reserved.
Original languageEnglish (US)
Pages (from-to)707-716
Number of pages10
JournalComputers & Chemical Engineering
Volume34
Issue number5
DOIs
StatePublished - May 2010
Externally publishedYes

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