Output details
15 - General Engineering
University of Southampton
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Output 0 of 0 in the submission
Article title
Kriging hyperparameter tuning strategies
Type
D - Journal article
DOI
Title of journal
AIAA Journal
Article number
-
Volume number
46
Issue number
5
First page of article
1240
ISSN of journal
0001-1452
Year of publication
2008
Number of additional authors
2
Additional information
Significance of output:
The first full analysis of the difficulty of correctly building and tuning Krig response surface models for use in design improvement processes - now influences the approaches of researchers around the world who have adopted more reliable approaches following this and previous articles. Such Krig models are widely available in commercial search toolkits, see those produced by Simulia Inc., see http://www.3ds.com/products/simulia/portfolio/isight-simulia-execution-engine/overview/
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
