Balancing Exploration and Exploitation using Kriging Surrogate Models in Electromagnetic Design Optimization
Balancing Exploration and Exploitation using Kriging Surrogate Models in Electromagnetic Design Optimization
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.
1-4244-0319-7
226-226
Hawe, G.I.
649d9e56-696a-4aef-a882-832d5f94a094
Sykulski, J.K.
d6885caf-aaed-4d12-9ef3-46c4c3bbd7fb
2006
Hawe, G.I.
649d9e56-696a-4aef-a882-832d5f94a094
Sykulski, J.K.
d6885caf-aaed-4d12-9ef3-46c4c3bbd7fb
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, .
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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.
Text
CEFC_2006_page_226.pdf
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Published date: 2006
Additional Information:
IEEE Catalog Number: 06EX1354 Digest CD ISBN: 1-4244-0320-0
Organisations:
EEE
Identifiers
Local EPrints ID: 262517
URI: http://eprints.soton.ac.uk/id/eprint/262517
ISBN: 1-4244-0319-7
PURE UUID: 3a46cedf-3e6e-4b3a-9d11-c601cdaf7512
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Date deposited: 06 May 2006
Last modified: 15 Mar 2024 02:34
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Contributors
Author:
G.I. Hawe
Author:
J.K. Sykulski
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