Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network - Guo, Dan; Wang, Xilu; Gao, Kailai; Jin, Yaochu; Ding, Jinliang; Chai, Tianyou (IEEE transactions on systems, man, and cybernetics. Systems, 2022)
Keywords: Artificial neural networks; Bayesian optimization; Computational modeling; Confidence intervals; Distillation; dropout; Evolutionary algorithms; expensive optimization; Gaussian process; Iron; Management methods; Mathematical model; multi- and many-objective optimization; Multiple objective analysis; neural network; Neural networks; Optimization; surrogate-assisted evolutionary algorithm (SAEA); Training; Uncertainty