Optimizing Hybrid Basis Function Types in Functional Network Design via Cultural Algorithm

Mathematical and Computational Applications

Guo, Peigang¹ 

关键词: functional network;    cultural algorithms (CA);    genetic algorithm (GA);    hybrid basis function;   

DOI  :  10.3390/mca19010050

学科分类：计算数学

来源: mdpi

【 摘 要 】

In this paper, a novel functional network designing method based on cultural algorithm is proposed. This method can get the hybrid basis function and its parameters with optimal searching achieving the learning between functional network structure and the functional parameters, and each model of the initial set is evaluated by the adjusted R −squaredcriterion (Ra2) ,tofindtheoptimalbasisfunctionsandfunctional parameters. Finally, the simulation experiments show that the proposed constructive functional network design scheme is feasible, and can obtain better generalization property.

【 授权许可】

CC BY