A practical end-to-end inventory management model with deep learning

Meng Qi , Yuanyuan Shi , Yongzhi Qi , Chenxin Ma
Management Science 69 ( 2) 759 -773

81
2023
Distributionally robust conditional quantile prediction with fixed design

Meng Qi , Ying Cao , Zuo-Jun Shen
Management Science 68 ( 3) 1639 -1658

25
2022
A unified framework for mapping quantitative trait loci in bivalent tetraploids using single-dose restriction fragments: A case study from alfalfa

Chang-Xing Ma , George Casella , Zuo-Jun Shen , Thomas C Osborn
Genome research 12 ( 12) 1974 -1981

22
2002
Smart feasibility pump: Reinforcement learning for (mixed) integer programming

Meng Qi , Mengxin Wang , Zuo-Jun Shen
arXiv preprint arXiv:2102.09663

12
2021
A new model for stochastic facility location modeling

Gang Chen , Mark S Daskin , Zuo-Jun Shen , Stan Uryasev
Research Report, Department of Industrial and Systems Engineering, University of Florida

11
2005
Policy-based primal-dual methods for convex constrained markov decision processes

Donghao Ying , Mengzi Amy Guo , Yuhao Ding , Javad Lavaei
Proceedings of the AAAI Conference on Artificial Intelligence 37 ( 9) 10963 -10971

8
2023
Approximation algorithms for the single-warehouse multi-retailer problem with piecewise linear cost structures

Zuo-Jun Shen , David Simchi-Levi , Chung-Piaw Teo
URL: citeseerx. ist. psu. edu/viewdoc/summary

5
2002
No-regret learning in dynamic competition with reference effects under logit demand

Mengzi Amy Guo , Donghao Ying , Javad Lavaei , Zuo-Jun Shen
Advances in Neural Information Processing Systems 36

2
2024
Contextual Gaussian Process Bandits with Neural Networks

Haoting Zhang , Jinghai He , Rhonda Righter , Zuo-Jun Shen
Advances in Neural Information Processing Systems 36

1
2024
EXPRESS: Learning Newsvendor Problems with Intertemporal Dependence and Moderate Non-stationarities

Meng Qi , Zuo-Jun Shen , Zeyu Zheng
Production and Operations Management 10591478241242122 -10591478241242122

2024
Getting It Right on the Policy Prioritization for Rail Decarbonization: Evidence Emissions From of Railway Whole-Life Systems CO2e

Panrawee Rungskunroch , Zuo-Jun Shen , Sakdirat Kaewunruen
Best Practices on Advanced Condition Monitoring of Rail Infrastructure Systems

2022
An improvement on the end-of-life of High-speed rail rolling stocks considering CFRP

Panrawee Rungskunroch , Sakdirat Kaewunreuen , Zuo-Jun Shen
Frontiers

2019
Stochastic quality of service constraints in queueing networks

William B Haskell , Jasenka Rakas , Zuo-Jun Shen

2012
Model Uncertainty, Robust Optimization and Learning

J. George Shanthikumar , Andrew E. B. Lim , Z. J. Max Shen

34
2006
Ranked items auctions

Roger L. Zhan , Juan Feng , Zuo Jun Max Shen
IIE Annual Conference and Exposition 2005

2005
Beyond Repositioning: Crowd‐Sourcing and Geo‐Fencing for Shared‐Mobility Systems

Yun Yang , Qiao‐Chu He , Zuo‐Jun Shen , Zuo‐Jun Shen
Production and Operations Management

7
2021