Xiaogang Deng

A Pruning Regularization Stochastic Configuration Network Algorithm Based on Node Contribution and Its Application in Soft Sensor Development

2022 · 2022 34th Chinese Control and Decision Conference (CCDC)

Stochastic configuration network (SCN) has emerged as an efficient nonlinear regression modeling method. However, the traditional SCN has to set the model training stop criterion (e.g. the maximal hidden layer node number, or the expected …