首页 | 本学科首页   官方微博 | 高级检索  
     检索      

遗传算法BP神经网络在变形监测中的研究
引用本文:张灿.遗传算法BP神经网络在变形监测中的研究[J].太原科技,2013(3):76-78.
作者姓名:张灿
作者单位:安徽省城建设计研究院,安徽合肥230001
摘    要:介绍了BP神经网络和遗传算法的概念和基本理论,详细阐述了遗传算法优化的BP神经网络和BP神经网络这两种神经网络模型,深入分析了两种模型在基坑水平位移监测的数据预报,指出了遗传算法优化的BP神经网络模型具有更好的预测效果.

关 键 词:BP神经网络  遗传算法  建筑基坑  变形监测  预测

Research on Optimized BP Neural Network of Genetic Algorithm in Deformation Monitoring of Building Foundation Pits
Zhang Can.Research on Optimized BP Neural Network of Genetic Algorithm in Deformation Monitoring of Building Foundation Pits[J].Taiyuan Science and Technology,2013(3):76-78.
Authors:Zhang Can
Institution:Zhang Can (Anhui Urban Construction Design and Research Institute, Hefei 230001 China)
Abstract:The author introduced basic concepts and theories of BP neural network and genetic algorithm. Then, the author minutely expounded two neural network models of BP neural network optimized by genetic algorithm, and deeply analyzed data forecast of two models in monitoring of horizontal displacement of foundation pit. Finally, the author put forward BP neural network models optimized by genetic algorithm had better forecast effect.
Keywords:BP neural network  genetic algorithm  building foundation pit  deformation monitoring  prediction
本文献已被 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号