Publication Summary and Abstract
Mitchinson, B., Dodd, T.J. and Harrison, R.F. (2003), Reduction of kernel models, Research Report. ACSE Research Report no. 836. Automatic Control and Systems Engineering, University of Sheffield, UK..
Kernel models can be expensive to compute and in a non-stationary environment 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.
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