Application of the GA-BP Neural Network in Earthwork Calculation

5th Annual International Conference on Material Science and Environmental Engineering

材料科学;生态环境科学

Fang, Peng^1 ; Cai, Zhixiong^1 ; Zhang, Ping^1

Zhejiang Huayun Power Engineering Design Consulting Co., Ltd., Hangzhou Zhejiang, China^1

关键词: Cost information;    Earthwork calculations;    Engineering constructions;    Ga-bp neural networks;    Intelligent Algorithms;    Network training;    Optimization principle;    Running process;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/301/1/012130/pdf
DOI  :  10.1088/1757-899X/301/1/012130

来源: IOP

【 摘 要 】

The calculation of earthwork quantity is the key factor to determine the project cost estimate and the optimization of the scheme. It is of great significance and function in the excavation of earth and rock works. We use optimization principle of GA-BP intelligent algorithm running process, and on the basis of earthwork quantity and cost information database, the design of the GA-BP neural network intelligent computing model, through the network training and learning, the accuracy of the results meet the actual engineering construction of gauge fan requirements, it provides a new approach for other projects the calculation, and has good popularization value.