3 papers
math.OC2024
An exact column generation algorithm for load balancing in capacity sharing networks
Kaixiang Hu, Feilong Huang, Caixia Kou
Capacity sharing networks are typical heterogeneous communication networks widely applied in information and communications technology (ICT) field. In such networks, resources like…
math.OC2024
New Lagrangian dual algorithms for solving the continuous nonlinear resource allocation problem
Kaixiang Hu, Caixia Kou, Jianhua Yuan
The continuous nonlinear resource allocation problem (CONRAP) has broad applications in economics, engineering, production and inventory management, and often serves as a subproble…
math.OC2023
The Mini-batch Stochastic Conjugate Algorithms with the unbiasedness and Minimized Variance Reduction
Feifei Gao, Caixia Kou
We firstly propose the new stochastic gradient estimate of unbiasedness and minimized variance in this paper. Secondly, we propose the two algorithms: Algorithml and Algorithm2 whi…