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Autor:
Rennen, G.
In the case of time-consuming simulation models or other so-called black-box functions, we determine a metamodel which approximates the relation between the input- and output-variables of the simulation model. To solve multi-objective optimization pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::21920416f0069448d08e40dffa1809f0
https://research.tilburguniversity.edu/en/publications/83f4bb26-c7f0-4733-b08d-cd30af64b2c7
https://research.tilburguniversity.edu/en/publications/83f4bb26-c7f0-4733-b08d-cd30af64b2c7
In the field of design of computer experiments (DoCE), Latin hypercube designs are frequently used for the approximation and optimization of black-boxes. In certain situations, we need a special type of designs consisting of two separate designs, one
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::ecb91d2d2d89e9d2244723822c59220c
https://research.tilburguniversity.edu/en/publications/1c504ec0-f357-42d2-9c92-946d78d618ad
https://research.tilburguniversity.edu/en/publications/1c504ec0-f357-42d2-9c92-946d78d618ad
In many fields, we come across problems where we want to optimize several conflicting objectives simultaneously. To find a good solution for such multi-objective optimization problems, an approximation of the Pareto set is often generated. In this pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::fcdecf6c75f6bd5ab3e581e6c47bbd36
https://research.tilburguniversity.edu/en/publications/e2255959-6691-4ef1-88a4-537977c80ffd
https://research.tilburguniversity.edu/en/publications/e2255959-6691-4ef1-88a4-537977c80ffd
In the area of computer simulation, Latin hypercube designs play an important role. In this paper the classes of maximin and Audze-Eglais Latin hypercube designs are considered. Up to now only several two-dimensional designs and a few higher dimensio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::59234aff491dadc882acc71abe93d239
http://arno.uvt.nl/show.cgi?fid=90308
http://arno.uvt.nl/show.cgi?fid=90308
Autor:
Rennen, G.
When building a Kriging model, the general intuition is that using more data will always result in a better model. However, we show that when we have a large non-uniform dataset, using a uniform subset can have several advantages. Reducing the time n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::3689304062566f02edc69ceac77df8f7
https://research.tilburguniversity.edu/en/publications/9dfe6396-1933-45c0-b4e3-5ead41ba8213
https://research.tilburguniversity.edu/en/publications/9dfe6396-1933-45c0-b4e3-5ead41ba8213
Latin hypercube designs (LHDs) play an important role when approximating computer simula- tion models. To obtain good space-filling properties, the maximin criterion is frequently used. Unfortunately, constructing maximin LHDs can be quite time-consu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::c0ab2b6c62623f2086ee156589e18858
https://research.tilburguniversity.edu/en/publications/da0c15be-f18e-474e-b557-fe98b7ed88a6
https://research.tilburguniversity.edu/en/publications/da0c15be-f18e-474e-b557-fe98b7ed88a6
The subject of this paper is a new approach to Symbolic Regression.Other publications on Symbolic Regression use Genetic Programming.This paper describes an alternative method based on Pareto Simulated Annealing.Our method is based on linear regressi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::f22bc269c6f86e896ffbdba035d17247
https://research.tilburguniversity.edu/en/publications/2db9aecf-8ba3-40dd-880a-acf538a21925
https://research.tilburguniversity.edu/en/publications/2db9aecf-8ba3-40dd-880a-acf538a21925
In the area of computer simulation Latin hypercube designs play an important role.In this paper the class of maximin Latin hypercube designs is considered.Up to now only several two-dimensional designs and designs for some small number of points are
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::9a860dd3f6ae6d59a13ba2f239649b53
https://research.tilburguniversity.edu/en/publications/e5ca18d1-a6cd-4e93-a188-9d8133379b4f
https://research.tilburguniversity.edu/en/publications/e5ca18d1-a6cd-4e93-a188-9d8133379b4f
Akademický článek
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