A hybrid one-then-two stage algorithm for computationally expensive electromagnetic design optimization
Hawe, G. I. and Sykulski, J. K. (2006) A hybrid one-then-two stage algorithm for computationally expensive electromagnetic design optimization. In, Proceedings of the 9th Workshop on Optimization and Inverse Problems in Electromagnetism, OIPE 2006, 13th – 15th September 2006, Sorrento (Italy). , , 191-192.
A novel kriging-assisted algorithm is proposed for computationally expensive single-objective optimization. The principle behind the algorithm is to use information about objective function space at the earliest possible opportunity. After constructing a very small experimental design, a one-stage optimization algorithm is used to select further points to evaluate in design variable space. These points are then used in lieu of a traditional space-filling experimental design to construct the initial kriging model for a normal two-stage optimization algorithm.
|Item Type:||Book Section|
|Divisions:||Faculty of Physical and Applied Science > Electronics and Computer Science > EEE
|Date Deposited:||23 Sep 2006|
|Last Modified:||01 Mar 2012 22:14|
|Contributors:||Hawe, G. I. (Author)
Sykulski, J. K. (Author)
|Further Information:||Google Scholar|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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