Jun Liu

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Optimization Algorithm

Gaussian Process Regression

Top Venues

IEEE Trans. Evol. Comput.

Publications

Puyu Jiang, Yuansheng Cheng, Jun Liu
Cooperative Bayesian optimization with hybrid grouping strategy and sample transfer for expensive large-scale black-box problems. Knowl. Based Syst. 254 (2022)
Jiaxiang Yi, Yuansheng Cheng, Jun Liu
A novel fidelity selection strategy-guided multifidelity kriging algorithm for structural reliability analysis. Reliab. Eng. Syst. Saf. 219 (2022)
Jun Liu, Jiaxiang Yi, Qi Zhou, Yuansheng Cheng
A sequential multi-fidelity surrogate model-assisted contour prediction method for engineering problems with expensive simulations. Eng. Comput. 38 (1) (2022)
Puyu Jiang, Yuansheng Cheng, Jiaxiang Yi, Jun Liu
An efficient constrained global optimization algorithm with a clustering-assisted multiobjective infill criterion using Gaussian process regression for expensive problems. Inf. Sci. 569 (2021)
Jiaxiang Yi, Yuansheng Cheng, Jun Liu
An adaptive constraint-handling approach for optimization problems with expensive objective and constraints. CEC (2020)
Jiachang Qian, Jiaxiang Yi, Yuansheng Cheng, Jun Liu, Qi Zhou
A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem. Eng. Comput. 36 (3) (2020)
Puyu Jiang, Qi Zhou, Jun Liu, Yuansheng Cheng
A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive Problems. CEC (2019)
Dawei Zhan, Yuansheng Cheng, Jun Liu
Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization. IEEE Trans. Evol. Comput. 21 (6) (2017)