[PDF][PDF] Numerical simulation methods for embedded optimization

R Quirynen - 2017 - researchgate.net
Our quality of life, the world's productivity and its sustainability become more and more
determined by the outcome and benefits of process automation. In this domain of automatic …

Inexact Newton-type optimization with iterated sensitivities

R Quirynen, S Gros, M Diehl - SIAM Journal on Optimization, 2018 - SIAM
This paper presents and analyzes an inexact Newton-type optimization method based on
iterated sensitivities (INIS). A particular class of nonlinear programming (NLP) problems is …

An inexact sequential quadratic optimization algorithm for nonlinear optimization

FE Curtis, TC Johnson, DP Robinson… - SIAM Journal on …, 2014 - SIAM
We propose a sequential quadratic optimization method for solving nonlinear optimization
problems with equality and inequality constraints. The novel feature of the algorithm is that …

A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems

RSC Lambert, P Rivotti, EN Pistikopoulos - Computers & chemical …, 2013 - Elsevier
In this paper we present a model approximation technique based on N-step-ahead affine
representations obtained via Monte-Carlo integrations. The approach enables simultaneous …

On an inexact trust-region SQP-filter method for constrained nonlinear optimization

A Walther, L Biegler - Computational Optimization and Applications, 2016 - Springer
A class of trust-region algorithms is developed and analyzed for the solution of optimization
problems with nonlinear equality and inequality constraints. These algorithms are …

[图书][B] A Matrix-Free Algorithm for Multidisciplinary Design Optimization

AB Lambe - 2015 - search.proquest.com
Multidisciplinary design optimization (MDO) is an approach to engineering design that
exploits the coupling between components or knowledge disciplines in a complex system to …

Advanced Optimization Strategies for Periodic Adsorption Processes

SRR Vetukuri - 2011 - search.proquest.com
Abstract Periodic Adsorption Processes (PAPs) have gained increasing commercial
importance as an energy-efficient separation technique over the past two decades. Based …

Inexact active-set algorithms for nonlinear and quadratic optimization

TC Johnson - 2013 - search.proquest.com
This thesis presents novel active-set methods for optimizing quadratic programs (QPs) and
nonlinear programs (NLPs). The presented quadratic optimization algorithm solves a …