Prediction of stratum deformation during the excavation of a foundation pit in composite formation based on the artificial bee colony–back-propagation model-Reference-Cited by-同舟云学术

Prediction of stratum deformation during the excavation of a foundation pit in composite formation based on the artificial bee colony–back-propagation model

Published:2021-05-06 Issue: Volume: Page:1-19
ISSN:0305-215X
Container-title:Engineering Optimization
language:en
Short-container-title:Engineering Optimization

Author:

Feng Tugen¹^ORCID,Wang Chaoran¹,Zhang Jian¹,Zhou Kun¹,Qiao Guangxuan¹

Affiliation:

1. Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering, Hohai University, Nanjing, People’s Republic of China

Funder

the Fundamental Research Funds for the Central Universities

the National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Control and Optimization,Computer Science Applications

Link

https://www.tandfonline.com/doi/pdf/10.1080/0305215X.2021.1919100

Reference32 articles.

1. Development of hybrid intelligent models for predicting TBM penetration rate in hard rock condition

2. Artificial bee colony-based neural network for the prediction of the fundamental period of infilled frame structures

3. Input determination for neural network models in water resources applications. Part 1—background and methodology

4. A design framework for optimizing forming processing parameters based on matrix cellular automaton and neural network-based model predictive control methods

5. Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Stability of a Deep Foundation Pit with Hard Surrounding Rocks under Different in-Time Transverse Supporting Conditions;Applied Sciences;2024-03-29

2. Safety Prediction Method of Urban Construction FP Based on Multi-Order Spatio-Temporal Features;IEEE Access;2024

3. Weighted-Combined Model for Reclaimed Foundation Settlement Prediction in Coastal Sludge-Bearing Composite Stratum;Advances in Civil Engineering;2023-12-11

4. Parameter Determination Method in Analysis of Stratum Deformation Caused by Tunnel Excavation;Advances in Civil Engineering;2023-11-21

5. Transformer based neural network for daily ground settlement prediction of foundation pit considering spatial correlation;PLOS ONE;2023-11-20