一种基于群体智能的人工神经网络学习算法

A Swarm Intelligence Based Artificial Neural Networks Learning Algorithm

将群体智能优化理论引入一种前馈式人工神经网络——径向基函数(RBF)神经网络的学习训练过程,提出了基于智能微粒群算法的RBF神经网络学习算法,并与传统RBF神经网络学习算法进行了比较,实验结果证明了该方法的有效性。

Swarm intelligence optimization is introduced into RBF （Radial Basic Function） neural networks training in this paper, a novel RBF neural networks learning algorithm based on particle swarm optimization is presented, and validated through numerical simulation.