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Applying Sampling-Based Convex Relaxations to...
Journal article

Applying Sampling-Based Convex Relaxations to Dynamic Process Models ⁎ ⁎ This work was supported by the Natural Sciences and Engineering Research Council of Canada (NSERC) under Grant RGPIN-2017-05944.

Abstract

Convex relaxations are a crucial tool in methods for global optimization, but are challenging to construct for dynamic processes. In this article, we investigate combining two recent approaches for convex relaxation generation in new nontrivial ways, to aid global optimization of dynamic chemical process models. Specifically, we combine recent approaches for automatically generating convex relaxations for solutions of parametric ordinary …

Authors

Chui H-C; Khan KA

Journal

IFAC-PapersOnLine, Vol. 58, No. 14, pp. 337–341

Publisher

Elsevier

Publication Date

2024

DOI

10.1016/j.ifacol.2024.08.359

ISSN

2405-8963