On multi-parametric programming and its applications in process systems engineering
•Comprehensive review of the developments in multi-parametric programming over the last 20 years.•Detailed description of applications beyond explicit model predictive control.•Opinionated view of future developments within multi-parametric programming and its applications. In multi-parametric progr...
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| Veröffentlicht in: | Chemical engineering research & design 2016-12, Vol.116, p.61-82 |
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| container_title | Chemical engineering research & design |
| container_volume | 116 |
| creator | Oberdieck, Richard Diangelakis, Nikolaos A. Nascu, Ioana Papathanasiou, Maria M. Sun, Muxin Avraamidou, Styliani Pistikopoulos, Efstratios N. |
| description | •Comprehensive review of the developments in multi-parametric programming over the last 20 years.•Detailed description of applications beyond explicit model predictive control.•Opinionated view of future developments within multi-parametric programming and its applications.
In multi-parametric programming, an optimization problem is solved for a range and as a function of multiple parameters. In this review, we discuss the main developments of multi-parametric programming over the last two decades from a theoretical, algorithmic and application perspective. In addition, we provide an opinionated view of the future research directions in multi-parametric programming. |
| doi_str_mv | 10.1016/j.cherd.2016.09.034 |
| format | Article |
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| identifier | ISSN: 0263-8762 |
| ispartof | Chemical engineering research & design, 2016-12, Vol.116, p.61-82 |
| issn | 0263-8762 1744-3563 |
| language | eng |
| recordid | cdi_proquest_journals_2022004694 |
| source | Elsevier ScienceDirect Journals |
| subjects | Multi-parametric dynamic optimization Multi-parametric mixed-integer programming Multi-parametric programming Parameter optimization Process engineering Programming Studies Systems engineering |
| title | On multi-parametric programming and its applications in process systems engineering |
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