孙富学, 姜安龙, 陈海明. 软土基坑开挖诱发地表沉降分析[J]. 南昌航空大学学报(自然科学版), 2009, 23(1): 69-73.
引用本文: 孙富学, 姜安龙, 陈海明. 软土基坑开挖诱发地表沉降分析[J]. 南昌航空大学学报(自然科学版), 2009, 23(1): 69-73.
SUN Fu-xue, JIANG An-long, Chen Hai-ming. Intelligent Ground Settlement Analysis Induced by Foundation Pit Excavation in Soft Soil Area[J]. Journal of nanchang hangkong university(Natural science edition), 2009, 23(1): 69-73.
Citation: SUN Fu-xue, JIANG An-long, Chen Hai-ming. Intelligent Ground Settlement Analysis Induced by Foundation Pit Excavation in Soft Soil Area[J]. Journal of nanchang hangkong university(Natural science edition), 2009, 23(1): 69-73.

软土基坑开挖诱发地表沉降分析

Intelligent Ground Settlement Analysis Induced by Foundation Pit Excavation in Soft Soil Area

  • 摘要: 基于进化BP神经网络的智能方法,充分利用人工神经网络对非线性函数强大的映射能力、自学习能力和推广能力,文章建立了基于MATLAB神经网络工具箱的优化智能软土基坑开挖诱导地表沉降分析系统,同时采用贝叶斯规则化法对系统进行改善,大幅提高了泛化能力和工程适用性.

     

    Abstract: Ground settlement induced by foundation pit excavation is one of important problems in foundation pit engineering in soft soil area.The factors influencing the ground settlement are complex and have stochastic and fuzzy properties,which have brought difficulties to the ground settlement analysis.Based on intelligent method of BP artificial neural network,the intelligent ground settlement analysis system is established.For this purpose,powerful functions(Including mapping ability,self-learning ability and generalization ability) of artificial neural network for nonlinear function are utilized,and Bayes rule is used to perfect the system,which results in a remarkable increase in generalization ability and applicability of the system.

     

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