In this paper, a parallel cultural algorithm for designing functional network structure method is proposed. This method can get the basis function and its parameters with random optimal searching strategy obtained the learning between functional network structure and the functional parameters. Finally, the simulation experiment results show that the proposed constructive functional network optimization design scheme is feasible and effective, and can obtain better generalization property.
Digital Object Identifier (DOI)
Luo, Qifang; Zhou, Yongquan; Guo, Peigang; and Chen, Xin
"Functional Network Design using Parallel Cultural Algorithm,"
Applied Mathematics & Information Sciences: Vol. 08
, Article 53.
Available at: https://dc.naturalspublishing.com/amis/vol08/iss4/53