Prediction Research Progress of Ensemble Learning in Civil Engineering
With the progress of the construction project,the degree of structural deformation increases,and safety accidents will occur when the deformation threshold is exceeded,under the combined action of engineering activities and external climate and environment,it is easy to induce geological disasters such as landslides.In order to find and solve the deformation problems in the construction process in time and effectively,as well as the geological disasters that may be induced,the Bagging,Boosting and Stacking ensemble learning methods is applied to civil engineering prediction,in order to apply intelligent prediction technology more reasonably.It is pointed out that there are some problems,such as the inability to predict the early structural deformation,the wide variety of ensemble learning,and the obvious timeliness of lag effect,finally,the application prospect is prospected.
NETL
NSTL
万方数据
维普
