UNSPECIFIED (2000) Adaptive radial basis function emulators for robust design. In: 4th International Conference on Adaptive Computing in Design and Manufacture (ACDM 00), UNIV PLYMOUTH, PLYMOUTH, ENGLAND, APR, 2000. Published in: EVOLUTIONARY DESIGN AND MANUFACTURE pp. 343-350.

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Abstract

In the field of engineering design, tradeoffs between competing design objectives can only be made if there is a good understanding of the product or process under development. To facilitate this, adaptive classes of models can be used to represent complex engineering systems and provide important information for design development. This paper describes a fast implementation of a radial basis function model, intended for this purpose. By exploiting the mathemtical form of the Gaussian basis function, a computationally efficient method of estimating smoothness is developed and used in the model fitting process. The method is applied to a set of existing experimental data and compared with two alternative modelling strategies involving polynomial and stochastic process models.

Item Type:	Conference Item (UNSPECIFIED)
Subjects:	Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology
Journal or Publication Title:	EVOLUTIONARY DESIGN AND MANUFACTURE
Publisher:	SPRINGER-VERLAG LONDON LTD
ISBN:	1-85233-300-6
Editor:	Parmee, IC
Official Date:	2000
Dates:	Date Event 2000 UNSPECIFIED
Number of Pages:	8
Page Range:	pp. 343-350
Publication Status:	Published
Title of Event:	4th International Conference on Adaptive Computing in Design and Manufacture (ACDM 00)
Location of Event:	UNIV PLYMOUTH, PLYMOUTH, ENGLAND
Date(s) of Event:	APR, 2000
URI:	http://wrap.warwick.ac.uk/id/eprint/12653

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