Balancing Exploration and Exploitation using Kriging Surrogate Models in Electromagnetic Design Optimization
Hawe, G.I. and Sykulski, J.K. (2006) Balancing Exploration and Exploitation using Kriging Surrogate Models in Electromagnetic Design Optimization. In, Digest Book of the Twelfth Biennial IEEE Conference on Electromagnetic Field Computation. , IEEE, 226-226.
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Description/Abstract
The balance between exploration and exploitation is an important issue when attempting to find the global minimum of an objective function. This paper describes how this balance may be carefully controlled when using Kriging surrogate models to approximate the objective function.
| Item Type: | Book Section |
|---|---|
| Additional Information: | IEEE Catalog Number: 06EX1354 Digest CD ISBN: 1-4244-0320-0 |
| ISBNs: | 1424403197 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > EEE |
| Item ID: | 262517 |
| Date Deposited: | 06 May 2006 |
| Last Modified: | 02 Mar 2012 12:40 |
| Contributors: | Hawe, G.I. (Author) Sykulski, J.K. (Author) |
| Date: | 2006 |
| Additional Information: | IEEE Catalog Number: 06EX1354 Digest CD ISBN: 1-4244-0320-0 |
| Status: | Published |
| Publisher: | IEEE |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/262517 |
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