Use this url to cite publication: https://hdl.handle.net/20.500.12259/43986
Data analysis and visualisation for robust multi-criteria process optimisation
Type of publication
Straipsnis Web of Science ir Scopus duomenų bazėje / Article in Web of Science and Scopus database (S1)
Author(s)
Author | Affiliation | |
---|---|---|
Matematikos ir informatikos institutas | LT | |
Fraga, E. S. | University College London | GB |
LT |
Title [en]
Data analysis and visualisation for robust multi-criteria process optimisation
Is part of
Computers and chemical engineering. Oxford : Pergamon-Elsevier science Ltd., 2006, Vol. 30, iss. 6-7
Date Issued
Date |
---|
2006 |
Publisher
Oxford : Pergamon-Elsevier science Ltd
Publisher (trusted)
Extent
p. 1061-1071
Abstract (en)
Process optimisation is often a multi-criteria problem. Combined with the use of nonlinear models, generating a Pareto front can be difficult to achieve reliably. This paper describes the use of high-dimensional data analysis and visualisation techniques as the basis for a multi-step procedure for generating a Pareto front for a two criteria problem. A case study in process design is used to illustrate the procedure. The results show that the use of data analysis and visualisation can help gain insight into the Pareto optimal solutions or confirm the insight the engineer already has.
Type of document
type::text::journal::journal article::research article
Language
Anglų / English (en)
Coverage Spatial
Jungtinė Karalystė / United Kingdom of Great Britain and Northern Ireland (GB)
ISSN (of the container)
0098-1354
WOS
WOS:000237937700013
Other Identifier(s)
VDU02-000002978
Journal | IF | AIF | AIF (min) | AIF (max) | Cat | AV | Year | Quartile |
---|---|---|---|---|---|---|---|---|
COMPUTERS & CHEMICAL ENGINEERING | 1.404 | 1.424 | 1.239 | 1.609 | 2 | 1.018 | 2006 | Q1 |
Journal | IF | AIF | AIF (min) | AIF (max) | Cat | AV | Year | Quartile |
---|---|---|---|---|---|---|---|---|
COMPUTERS & CHEMICAL ENGINEERING | 1.404 | 1.424 | 1.239 | 1.609 | 2 | 1.018 | 2006 | Q1 |