节点文献
混合遗传算法在贮灰坝监测系统上的应用
Application of Hybrid Genetic Algorithm in Monitoring System of Flyash Storage Dam
【摘要】 BP网络能较好地解决贮灰坝监测系统的预报问题,但容易陷入局部极小值;遗传算法能寻求到全局最优解,因此,将二者结合的突出优点在于可以克服前者经常得出局部极小值解的缺点,而取得全局最优解。将BP算法用于加强遗传算法的局部搜索,并且应用到贮灰坝的监测系统上,取得了较好的效果。
【Abstract】 BP network can solve the prediction problem of monitoring system, but is apt to plunge into local minimum. Genetic algorithm can find optimal solution, so BP algorithm may be combined with genetic algorithm, which can overcome the shortcomings of BP algorithm. The advantages make people attach importance to combination of both algorithms. The author adopts BP algorithm to strengthen local searching of genetic algorithm and applies it to monitoring system of flyash dam which functions well.
【关键词】 BP算法;
遗传算法;
神经网络;
监测系统;
【Key words】 BP algorithm; genetic algorithm; neural network; monitoring system;
【Key words】 BP algorithm; genetic algorithm; neural network; monitoring system;
- 【文献出处】 水电能源科学 ,Hydroelectric Energy , 编辑部邮箱 ,2003年03期
- 【分类号】TV698.1
- 【被引频次】9
- 【下载频次】53