Reinforcement learning for solving colored traveling salesman problems: An entropy-insensitive attention approach

T Zhu, X Shi, X Xu, J Cao - IEEE Transactions on Artificial …, 2024 - ieeexplore.ieee.org
The utilization of neural network models for solving combinatorial optimization problems
(COPs) has gained significant attention in recent years and has demonstrated encouraging …

Quantized ADMM design for distributed strongly convex optimization

X Yin, W Yu, S Cheng, S He - Transactions of the Institute of …, 2024 - journals.sagepub.com
This paper proposes a novel quantized alternating direction method of multipliers (ADMM)
for distributed optimization problems where the strongly convex objective function contains …