首页|基于优化支持向量机的水工隧洞施工成本预测研究

基于优化支持向量机的水工隧洞施工成本预测研究

扫码查看
水工隧洞工程是引调水工程重要组成部分,为了提高对其施工成本的预测水平,首先,参照现行规范文件,建立水工隧洞工程成本预测指标体系;接着,基于蝙蝠算法对支持向量机模型进行优化,构建出成本预测模型;最后,进行实证分析。研究结果表明该成本预测模型具有科学性和适用性。研究结果对提高水工隧洞工程施工成本管控效率具有重要意义。
Study on Construction Cost Prediction of Hydraulic Tunnel Based on Optimized Support Vector Algorithm
Hydraulic tunnel engineering is an important part of water diversion project.In order to improve the level of construction cost prediction,the cost prediction index system of hydraulic tunnel engineering is established by reference to the current norms.Based on the bat algorithm,the support vector algorithm model is optimized and the cost prediction model is constructed.The study results show that the cost prediction model is scientific and applicable,that is of great significance for improving the efficiency of construction cost control of hydraulic tunnel engineering.

support vector algorithmhydraulic tunnel engineeringconstruction cost prediction

蒋碧媛、高文

展开 >

湖北志宏水利水电设计有限公司,湖北 武汉 430072

支持向量机 水工隧洞工程 施工成本预测

2024

河南水利与南水北调
河南省水利厅

河南水利与南水北调

影响因子:0.382
ISSN:1673-8853
年,卷(期):2024.53(8)