Recent advances in multiparametric nonlinear programming

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.

Citation
Domínguez LF, Narciso DA, Pistikopoulos EN (2010) Recent advances in multiparametric nonlinear programming. Computers & Chemical Engineering 34: 707–716. Available: http://dx.doi.org/10.1016/j.compchemeng.2009.10.012.

Acknowledgements
Financial support from the Mexican Council for Science and Technology (CONACyT), European Union (PROMATCH Marie Curie MRTN-CT-2004-512441), European Research Council (MOBILE, ERC Advanced Grant, No: 226462), KAUST and the CPSE Industrial Consortium is gratefully acknowledged.

Publisher
Elsevier BV

Journal
Computers & Chemical Engineering

DOI
10.1016/j.compchemeng.2009.10.012

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