Publication
Title
Grid enabled sequential design and adaptive metamodeling
Author
Abstract
Metamodeling is emerging as a valuable new tool in simulation: complex computer codes can be approximated by surrogate models (analytic, neural network, SVM, etc.) which can easily be evaluated on-the-fly. Adaptive modeling and sequential design further improve the performance of metamodeling frameworks. Grid computing quickly replaces regular cluster computing when it comes to complex calculations. Several efforts use grid computing to facilitate the exploration of simulator outputs. This contribution combines adaptive modeling and sequential design with distributed, grid-based techniques into one metamodeling framework.
Language
English
Source (journal)
Proceedings of the 2006 Winter Simulation Conference, Vols 1-5
Source (book)
2006 Winter Simulation Conference, DEC 03-06, 2006, Monterey, CA
Publication
New york : Ieee, 2006
ISBN
978-1-4244-0500-8
Volume/pages
(2006), p. 872-881
ISI
000246261201055
Full text (Publishers DOI)
UAntwerpen
Faculty/Department
Research group
Publication type
Subject
Affiliation
Publications with a UAntwerp address
External links
Web of Science
Record
Identification
Creation 03.01.2013
Last edited 09.04.2017
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