2 papers
math.OC2025
Stochastic Optimization of Inventory at Large-scale Supply Chains
Zhaoyang Larry Jin, Mehdi Maasoumy, Yimin Liu +2
Today's global supply chains face growing challenges due to rapidly changing market conditions, increased network complexity and inter-dependency, and dynamic uncertainties in supp…
cs.AI2024
Liner Shipping Network Design with Reinforcement Learning
Utsav Dutta, Yifan Lin, Zhaoyang Larry Jin
This paper proposes a novel reinforcement learning framework to address the Liner Shipping Network Design Problem (LSNDP), a challenging combinatorial optimization problem focused…