Publication
Title
Development of an adaptive response surface method for optimization of computation-intensive models
Author
Abstract
In general, optimization techniques involve numerous repeated objective function evaluations. As a consequence, optimization times can become very large depending on the complexity of the model to be optimized. This manuscript describes the development of an adaptive response surface method for optimization of computation-intensive models, capable of reducing optimization times. The response model to be optimized is not built from a pre-defined number of design experiments but is adapted and refined during the optimization routine. Different approximation models are applicable in combination with the developed optimization technique. The proposed optimization technique is evaluated on a standard test problem as well as a finite element model design optimization with multiple parameters.
Language
English
Source (journal)
Computers & industrial engineering. - Oxford
Publication
Oxford : 2009
ISSN
0360-8352
Volume/pages
57:3(2009), p. 847-855
ISI
000273938000023
Full text (Publishers DOI)
Full text (publishers version - intranet only)
UAntwerpen
Faculty/Department
Publication type
Subject
External links
Web of Science
Record
Identification
Creation 25.09.2013
Last edited 20.04.2017