Abstract
Aiming at the modeling problem of complex mapping relationship between influencing factors and responses, this paper implements a mixed sequential design method based on Voronoi and LOLA. And according to the sample points collected by sequential design, a response model is established combined with the LSSVR method. Through function examples, the effectiveness of the method in different complexity levels, different levels of values and different dimensional spaces is verified. Experiments show that the algorithm has high accuracy in different shapes and different dimensions. Finally, the sensitivity analysis of the algorithm is carried out to explore the influence of the number of points added each time on the accuracy of the final response model.
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