Mitchinson, B., Dodd, T.J. and Harrison, R.F.
(2003)
Reduction of Kernel Models.
UNSPECIFIED.
ACSE Research Report 836
.
Department of Automatic Control and Systems Engineering
Abstract
Kernel models can be expensive to compute and in non-stationary environments, can become unmanageably large. Here, we present several previously reported techniques for reducing the complexity of these models in a common framework. This reformulation leads to the development of further related reduction techniques and clarifies the relationships between these and the existing techniques.
Metadata
Item Type:
Monograph
Authors/Creators:
Mitchinson, B.
Dodd, T.J.
Harrison, R.F.
Copyright, Publisher and Additional Information:
The Department of Automatic Control and Systems Engineering research reports offer a forum for the research output of the academic staff and research students of the Department at the University of Sheffield. Papers are reviewed for quality and presentation by a departmental editor. However, the contents and opinions expressed remain the responsibility of the authors. Some papers in the series may have been subsequently published elsewhere and you are advised to cite the later published version in these instances.
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)