Jiaxiang Yi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Gaussian Process Regression

Optimization Algorithm

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang
Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits. AAAI (2024)
Jiaxiang Yi, Ji Cheng, Miguel A. Bessa
Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models. CoRR (2024)
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)
Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa
Cooperative data-driven modeling. CoRR (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)