节点文献
混合遗传BP算法在图象识别中的应用
The Application of Mixed GA-BP Algorithm to Image Recognition
【摘要】 介绍了传统的遗传算法与BP算法 ,分析了它们各自的不足 .提出了一种将BP算法与遗传算法有机结合的混合智能计算方法 ,并且给出了具体的算法实现流程 .将该方法应用于数字图象识别 ,实验表明混合算法优于传统BP算法 .
【Abstract】 In this paper, the principal characteristics,and the disadvantages of Genetic Algorithm and BP algorithm are first introduced,thus a new mixed intelligent algorithm on combination of genetic algorithm and back propagation algorithm and its application to digital image recognition are proposed. The numerical experiment illustrates that the new algorithm has better efficiency.
- 【文献出处】 吉首大学学报(自然科学版) ,Journal of Jishou University(Natural Science Edition) , 编辑部邮箱 ,2001年04期
- 【分类号】TP391.41
- 【被引频次】5
- 【下载频次】95