| 一种并行的遗传／神经网络混合学习算法 |
| |
| 引用本文： | 孙亚军,曹磊,虞厥邦. 一种并行的遗传／神经网络混合学习算法[J]. 电子科技大学学报(社会科学版), 1996, 0(4) |
| |
| 作者姓名： | 孙亚军 曹磊 虞厥邦 |
| |
| 作者单位： | 成都电子科技大学光电子技术系 |
| |
| 摘 要： | 提出了一种用于多层前馈神经网络训练的新算法，它把遗传算法与自适应共轭梯度学习算法集成起来。这种并行混合学习算法已经在多指令流多数据流（ＭＩＭＤ）平台实现。通过把该算法用于一个图像识别问题，对它的性能进行了评估。文中还显示了所提出的并行混合神经网络学习算法良好的收敛性。
|
| 关 键 词： | 神经网络，遗传算法，并行算法，混合算法，多指令流多数据流 |
A Parallel Genetic/Neural Network Hybrid Learning Algorithm |
| |
| Sun Yajun,Cao Lei,Yu Juebang. A Parallel Genetic/Neural Network Hybrid Learning Algorithm[J]. Journal of University of Electronic Science and Technology of China(Social Sciences Edition), 1996, 0(4) |
| |
| Authors: | Sun Yajun Cao Lei Yu Juebang |
| |
| Abstract: | A new algorithm is presented for training of multilayer feed forward networks by integrating a genetic algorithm with an adaptive conjugate gradient neural network learning algorithm.The parallel hybrid algorithm is implemented on an MIMD Platform.The performance of the algorithm is evaluated by applying it to a example in the domain of imagerecognition.The parallel hybrid neural network learing algorithm presented in this Paper has a superior convergence property. |
| |
| Keywords: | neural network genetic algorithm parallel hybrid algorithm multi-instruction/multi-data |
| 本文献已被 CNKI 等数据库收录！ |
