2 papers
math.NA2022
2D Eigenvalue Problem II: Rayleigh Quotient Iteration and Applications
Tianyi Lu, Yangfeng Su, Zhaojun Bai
In Part I of this paper, we introduced a 2D eigenvalue problem (2DEVP) and presented theoretical results of the 2DEVP and its intrinsic connetion with the eigenvalue optimizations.…
cs.LG2020
Projection based Active Gaussian Process Regression for Pareto Front Modeling
Zhengqi Gao, Jun Tao, Yangfeng Su +2
Pareto Front (PF) modeling is essential in decision making problems across all domains such as economics, medicine or engineering. In Operation Research literature, this task has b…