Using evolutionary computation to solve problems in nonparametric regression
Ding Lixin, Kang Lishan, Yuping Chen, Pan Zhengjun · Wuhan University Journal of Natural Sciences · 1998
This paper studies evolutionary mechanism of parameter selection in the construction of weight function for Nearest Neighbour Estimate in nonparametric regression. Construct an algorithm which adaptively evolves fine weight and makes good prediction about unknown points. The numerical experiments indicate that this method is effective. It is a meaningful discussion about practicability of nonparametric regression and methodology of adaptive model-building.