Matches in SemOpenAlex for { <https://semopenalex.org/work/W2066170571> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2066170571 endingPage "694" @default.
- W2066170571 startingPage "689" @default.
- W2066170571 abstract "Abstract Optimal Experiment Design (OED) is an indispensable tool in order to reduce the amount of labour and cost intensive experiments in the modelling phase. The unknown parameters are often non-linearly present in the dynamic process models. This means that the Fisher Information Matrix also depends on the current guess for the parameters. In the early stage of the modelling phase these estimates are often highly uncertain. So designing an optimal experiment without taking this uncertainty into account is troublesome. In order to obtain an informative experiment, a robust optimisation approach is necessary. In recent work a formulation using an implicit weighted sum approach is proposed where the objective function is split in a nominal optimal experiment design part and a robust counterpart. This weighted sum has well known drawbacks in a Multi-Objective Optimisation approach. In this work these objectives are studied using advanced methods like the Normal Boundary Intersection and the Normalised Normal Constraint. In this way, the experimenter gets an overview of the different experiments possible. Furthermore, in past work the necessary third order derivatives are approximated using a finite different approach. The results in this work are obtained using exact third order and fourth order derivatives by exploiting the symbolic and automatic derivation methods implemented in the ACADO-toolkit." @default.
- W2066170571 created "2016-06-24" @default.
- W2066170571 creator A5019137200 @default.
- W2066170571 creator A5031550429 @default.
- W2066170571 creator A5038345028 @default.
- W2066170571 creator A5069635982 @default.
- W2066170571 date "2012-01-01" @default.
- W2066170571 modified "2023-10-02" @default.
- W2066170571 title "Robust Optimal Experiment Design: A Multi-Objective Approach" @default.
- W2066170571 cites W1970565927 @default.
- W2066170571 cites W1977164425 @default.
- W2066170571 cites W1980020233 @default.
- W2066170571 cites W1988458243 @default.
- W2066170571 cites W1989731402 @default.
- W2066170571 cites W1996810588 @default.
- W2066170571 cites W2017834848 @default.
- W2066170571 cites W2022297208 @default.
- W2066170571 cites W2024008934 @default.
- W2066170571 cites W2029251214 @default.
- W2066170571 cites W2036407535 @default.
- W2066170571 cites W2056219667 @default.
- W2066170571 cites W2058192020 @default.
- W2066170571 cites W2072620509 @default.
- W2066170571 cites W2220863910 @default.
- W2066170571 cites W2593781315 @default.
- W2066170571 doi "https://doi.org/10.3182/20120215-3-at-3016.00122" @default.
- W2066170571 hasPublicationYear "2012" @default.
- W2066170571 type Work @default.
- W2066170571 sameAs 2066170571 @default.
- W2066170571 citedByCount "6" @default.
- W2066170571 countsByYear W20661705712014 @default.
- W2066170571 countsByYear W20661705712018 @default.
- W2066170571 countsByYear W20661705712020 @default.
- W2066170571 countsByYear W20661705712022 @default.
- W2066170571 crossrefType "journal-article" @default.
- W2066170571 hasAuthorship W2066170571A5019137200 @default.
- W2066170571 hasAuthorship W2066170571A5031550429 @default.
- W2066170571 hasAuthorship W2066170571A5038345028 @default.
- W2066170571 hasAuthorship W2066170571A5069635982 @default.
- W2066170571 hasConcept C105795698 @default.
- W2066170571 hasConcept C126255220 @default.
- W2066170571 hasConcept C127413603 @default.
- W2066170571 hasConcept C33923547 @default.
- W2066170571 hasConcept C34559072 @default.
- W2066170571 hasConcept C41008148 @default.
- W2066170571 hasConceptScore W2066170571C105795698 @default.
- W2066170571 hasConceptScore W2066170571C126255220 @default.
- W2066170571 hasConceptScore W2066170571C127413603 @default.
- W2066170571 hasConceptScore W2066170571C33923547 @default.
- W2066170571 hasConceptScore W2066170571C34559072 @default.
- W2066170571 hasConceptScore W2066170571C41008148 @default.
- W2066170571 hasIssue "2" @default.
- W2066170571 hasLocation W20661705711 @default.
- W2066170571 hasOpenAccess W2066170571 @default.
- W2066170571 hasPrimaryLocation W20661705711 @default.
- W2066170571 hasRelatedWork W2082174315 @default.
- W2066170571 hasRelatedWork W2352909046 @default.
- W2066170571 hasRelatedWork W2573361060 @default.
- W2066170571 hasRelatedWork W257973126 @default.
- W2066170571 hasRelatedWork W2899084033 @default.
- W2066170571 hasRelatedWork W3006895622 @default.
- W2066170571 hasRelatedWork W4206273528 @default.
- W2066170571 hasRelatedWork W4249009431 @default.
- W2066170571 hasRelatedWork W78727801 @default.
- W2066170571 hasRelatedWork W810675542 @default.
- W2066170571 hasVolume "45" @default.
- W2066170571 isParatext "false" @default.
- W2066170571 isRetracted "false" @default.
- W2066170571 magId "2066170571" @default.
- W2066170571 workType "article" @default.