A surrogate-assisted particle swarm optimization using ensemble learning for expensive problems with small sample datasets

Author:

Fan ChaodongORCID,Hou Bo,Zheng Jinhua,Xiao LeyiORCID,Yi Lingzhi

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hunan Province

Fujian Provincial Key Laboratory of Data Intensive Computing

Degree & Postgraduate Education Reform Project of Hunan Province

Xiangtan University

Publisher

Elsevier BV

Subject

Software

Reference40 articles.

1. A novel similarity-based multipoint infill criterion for surrogate-assisted social learning particle swarm optimization;Tian;Control Decis.,2019

2. Applied improved RBF neural network model for predicting the broiler output energies;Amini;Appl. Soft Comput. J.,2020

3. An adaptive response surface method and Gaussian global-best harmony search algorithm for optimization of aircraft stiffened panels;Keshtegar;Appl. Soft Comput.,2018

4. Iterative Kriging-based methods for expensive black-box models;Deng;IEEE Trans. Magn.,2018

5. K. Deb, R. Hussein, P. Roy, G. Toscano, Classifying metamodeling methods for evolutionary multi-objective optimization: First results, in: International Conference on Evolutionary Multi-Criterion Optimization, 2017, pp. 160–175.

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