Conference
Monitoring and improving LP optimization with uncertain parameters
Abstract
Linear Programming (LP) remains the workhorse of applied optimization, having open-loop process applications such as production planning, inventory scheduling and closed-loop applications such as Real-time optimization and the steady-state determination at each execution of a Model Predictive Controller (MPC). This paper presents new methods for monitoring performance (estimating the degradation due to uncertainty) and for improvement (reducing …
Authors
Zyngier D; Marlin TE
Editors
Marquardt W; Pantelides C
Series
16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering
Volume
21
Pagination
pp. 427-432
Publisher
Elsevier
Publication Date
January 2006
DOI
10.1016/S1570-7946(06)80083-0