最优化理论与算法

航空交通优化

机器学习

• Jianlin Jiang,Su Zhang,Liyun Ling,Yan Gu,Yibing Lv.Customized alternating direction methods of multipliers for generalized multi-facility Weber problem:Journal of Optimization Theory and Applications,2023,196:362-389

• Yan Gu,Jianlin Jiang,Shun Zhang.Distributionally robust Weber problem with uncertain demand:Computational Optimization and Applications,2023,85:705-752

• Yan Gu,Deren Han,Bo Jiang.An indefinite-proximal-based strictly contractive Peaceman-Rachford splitting method:Journal of Computational Mathematics,2023,41(6):1017-1040

• Liyun Ling,Yan Gu,Su Zhang,Jie Wen.A generalized k-means problem for clustering and an ADMM-based k-means algorithm:Journal of Industrial and Management Optimization,2024,20(6):2089-2115

• Yan Gu,Su Zhang,Jianlin Jiang,Liyun Ling,Yibing Lv.A variational inequality-based location-allocation algorithm for locating multiple interactive facilities:Asia-Pacific Journal of Operational Research,2023,40(1):1-24

• 大规模结构型优化的分裂算法及其收敛性质研究,顾燕

• 大规模结构型优化新分裂算法及其在深度学习中的应用,顾燕