Jie Xu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 39

Top Topics

Stochastic Simulation

Production Planning

Wafer Fabrication

Cloud Computing

Top Venues

IEEE Trans. Autom. Control.

Asia Pac. J. Oper. Res.

Publications

Travis Goodwin, Jie Xu, Nurcin Celik, Chun-Hung Chen
Real-time digital twin-based optimization with predictive simulation learning. J. Simulation 18 (1) (2024)
Miao Yu, Jie Xu, Xiangling Li, Dandan Yu
A Study of Congestion-Based Information Guidance Policy for Hierarchical Healthcare Systems. Asia Pac. J. Oper. Res. 41 (2) (2024)
Tianxiang Wang, Jie Xu, Jian-Qiang Hu, Chun-Hung Chen
Efficient estimation of a risk measure requiring two-stage simulation optimization. Eur. J. Oper. Res. 305 (3) (2023)
Travis Goodwin, Jie Xu, Chun-Hung Chen, Nurcin Celik
Epsilon Optimal Sampling. WSC (2023)
Yunchuan Li, Michael C. Fu, Jie Xu
An Optimal Computing Budget Allocation Tree Policy for Monte Carlo Tree Search. IEEE Trans. Autom. Control. 67 (6) (2022)
Michael Perry, Jie Xu, Edward Huang, Chun-Hung Chen
Robust Sampling Budget Allocation Under Deep Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 52 (10) (2022)
Tianxiang Wang, Jie Xu, Jian-Qiang Hu
A Study on Efficient Computing Budget Allocation for a Two-Stage Problem. Asia Pac. J. Oper. Res. 38 (2) (2021)
Chenhao Zhou, Jie Xu, Elise Miller-Hooks, Weiwen Zhou, Chun-Hung Chen, Loo Hay Lee, Ek Peng Chew, Haobin Li
Analytics with digital-twinning: A decision support system for maintaining a resilient port. Decis. Support Syst. 143 (2021)
Tianxiang Wang, Jie Xu, Jian-Qiang Hu, Chun-Hung Chen
Optimal Computing Budget Allocation for regression with gradient information. Autom. 134 (2021)
Travis Goodwin, Jie Xu, Chun-Hung Chen, Nurcin Celik
Efficient Simulation Optimization with Simulation Learning. CASE (2021)
Fan Zhang, Jie Song, Yingzhuo Dai, Jie Xu
Semiconductor wafer fabrication production planning using multi-fidelity simulation optimisation. Int. J. Prod. Res. 58 (21) (2020)
Haoyu Wang, Haiying Shen, Qi Liu, Kevin Zheng, Jie Xu
A Reinforcement Learning Based System for Minimizing Cloud Storage Service Cost. ICPP (2020)
Yunchuan Li, Michael C. Fu, Jie Xu
An Optimal Computing Budget Allocation Tree Policy for Monte Carlo Tree Search. CoRR (2020)
Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong
Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation. IEEE Trans. Autom. Control. 65 (6) (2020)
Abdurrahman Yavuz, Joshua Darville, Nurcin Celik, Jie Xu, Chun-Hung Chen, Brent Langhals, Ryan D. L. Engle
Advancing Self-Healing Capabilities in Interconnected Microgrids via Dynamic Data Driven Applications System with Relational Database Management. WSC (2020)
Sabyasachi Guharay, KC Chang, Jie Xu
Flexible Expected Shortfall Estimation Using Parametric & Non-Parametric Methods with Applications in Finance, Insurance & Climatology. FUSION (2019)
Chenbo Zhu, Haiying Shen, Jie Xu
An Economic Analysis of Cloud Computing Service Using Reclaimed Resources. CLOUD (2019)
Yijie Peng, Edward Huang, Jie Xu, Zhongshun Shi, Chun-Hung Chen
A Coordinate Optimization Approach for Concurrent Design. IEEE Trans. Autom. Control. 64 (7) (2019)
Jie Song, Yunzhe Qiu, Jie Xu, Feng Yang
Multi-fidelity sampling for efficient simulation-based decision making in manufacturing management. IISE Trans. 51 (7) (2019)
Yunchuan Li, Michael C. Fu, Jie Xu
Monte Carlo tree search with optimal computing budget allocation. CDC (2019)
Giulia Pedrielli, K. Selçuk Candan, Xilun Chen, Logan Mathesen, Alireza Inanalouganji, Jie Xu, Chun-Hung Chen, Loo Hay Lee
Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data. Asia Pac. J. Oper. Res. 36 (6) (2019)
Yijie Peng, Jie Xu, Loo Hay Lee, Jianqiang Hu, Chun-Hung Chen
Efficient Simulation Sampling Allocation Using Multifidelity Models. IEEE Trans. Autom. Control. 64 (8) (2019)
Sabyasachi Guharay, KC Chang, Jie Xu
Estimation of Value-at-Risk Using Mixture Copula Model for Heavy-Tailed Operational Risk Losses in Financial, Insurance & Climatological Data. FUSION (2018)
Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong
Dynamic Sampling for Feasibility Determination. CASE (2018)
Yijie Peng, Edward Huang, Jie Xu, Chun-Hung Chen
An optimization approach for team coordination through information sharing. CASE (2017)
Sabyasachi Guharay, KC Chang, Jie Xu
Flexible estimation of risk metric using copula model for the joint severity-frequency loss framework. FUSION (2017)
Si Zhang, Jie Xu, Loo Hay Lee, Ek Peng Chew, Wai Peng Wong, Chun-Hung Chen
Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization. IEEE Trans. Evol. Comput. 21 (2) (2017)
Chenbo Zhu, Jie Xu, Chun-Hung Chen, Loo Hay Lee, Jian-Qiang Hu
Balancing Search and Estimation in Random Search Based Stochastic Simulation Optimization. IEEE Trans. Autom. Control. 61 (11) (2016)
Si Zhang, Loo Hay Lee, Ek Peng Chew, Jie Xu, Chun-Hung Chen
A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection. IEEE Trans. Autom. Control. 61 (1) (2016)
Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik
TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling. Asia Pac. J. Oper. Res. 33 (3) (2016)
Jie Xu, Edward Huang, Liam Y. Hsieh, Loo Hay Lee, Qing-Shan Jia, Chun-Hung Chen
Simulation optimization in the era of Industrial 4.0 and the Industrial Internet. J. Simulation 10 (4) (2016)
Sajjad Taghiyeh, Jie Xu
A new particle swarm optimization algorithm for noisy optimization problems. Swarm Intell. 10 (3) (2016)
Liu Liu, Jie Xu, Hongfang Yu, Lemin Li, Chunming Qiao
VMSA: a performance preserving online VM splitting and placement algorithm in dynamic cloud environments. J. Supercomput. 72 (8) (2016)
Arezou Koohi, Houman Homayoun, Jie Xu, Mahdi Orooji
Co-clustering of diseases, genes, and drugs for identification of their related gene modules. ICACI (2016)
Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen
A new optimal sampling rule for multi-fidelity optimization via ordinal transformation. CASE (2016)
Richard M. Fujimoto, Nurcin Celik, Haluk Damgacioglu, Michael Hunter, Dong Jin, Young-Jun Son, Jie Xu
Dynamic data driven application systems for smart cities and urban infrastructures. WSC (2016)
Scott Rosen, Peter Salemi, Brian Wickham, Ashley Williams, Christine Harvey, Erin Catlett, Sajjad Taghiyeh, Jie Xu
Parallel Empirical Stochastic Branch and Bound for large-scale discrete optimization via Simulation. WSC (2016)
Sabyasachi Guharay, KC Chang, Jie Xu
Robust estimation of value-at-risk through correlated frequency and severity model. FUSION (2016)
Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen, Siyang Gao
Improving ordinal transformation through optimal combination of multi-model predictions. ICIT (2016)
Ruidi Chen, Jie Xu, Si Zhang, Chun-Hung Chen, Loo Hay Lee
An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation. CASE (2015)
Jie Xu, Edward Huang, Chun-Hung Chen, Loo Hay Lee
Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data. Asia Pac. J. Oper. Res. 32 (3) (2015)
Jie Xu, Chenbo Zhu
Optimal Pricing and Capacity Planning of a New Economy Cloud Computing Service Class. ICCAC (2015)
Anand N. Vidyashankar, Jie Xu
Stochastic optimization using hellinger distance. WSC (2015)
Liu Liu, Jie Xu, Hongfang Yu, Xuetao Wei
Joint admission control and provisioning for virtual machines. ICC (2015)
Liu Liu, Jie Xu, Hongfang Yu, Lemin Li, Chunming Qiao
A novel performance preserving VM Splitting and Assignment Scheme. ICC (2014)
Jie Xu, Anand N. Vidyashankar, Martin K. Nielsen
Drug Resistance or Re-Emergence? Simulating Equine Parasites. ACM Trans. Model. Comput. Simul. 24 (4) (2014)
Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik
Efficient multi-fidelity simulation optimization. WSC (2014)
Minqi Li, Feng Yang, Jie Xu
A metamodeling-based approach for production planning. WSC (2014)
Mark W. Brantley, Loo Hay Lee, Chun-Hung Chen, Jie Xu
An efficient simulation budget allocation method incorporating regression for partitioned domains. Autom. 50 (5) (2014)
Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik
An ordinal transformation framework for multi-fidelity simulation optimization. CASE (2014)
Jeffrey F. Collamore, Anand N. Vidyashankar, Jie Xu
Rare event simulation for stochastic fixed point equations related to the smoothing transformation. WSC (2013)
Chenbo Zhu, Jie Xu, Chun-Hung Chen, Loo Hay Lee, Jianqiang Hu
Determining the optimal sampling set size for random search. WSC (2013)
Anand N. Vidyashankar, Jie Xu
Adaptive nested rare event simulation algorithms. WSC (2013)
Jie Xu, Barry L. Nelson, L. Jeff Hong
An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems. INFORMS J. Comput. 25 (1) (2013)
Rui Xu, Jie Xu, Donald C. Wunsch
A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering. IEEE Trans. Syst. Man Cybern. Part B 42 (4) (2012)
Jie Xu
Efficient discrete optimization via simulation using stochastic kriging. WSC (2012)
Edward C. Malthouse, Dingxi Qiu, Jie Xu
Optimal selection of media vehicles using customer databases. Expert Syst. Appl. 39 (17) (2012)
Rui Xu, Jie Xu, Donald C. Wunsch II
Clustering with differential evolution particle swarm optimization. IEEE Congress on Evolutionary Computation (2010)
Jie Xu, Barry L. Nelson, L. Jeff Hong
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation. ACM Trans. Model. Comput. Simul. 20 (1) (2010)
Dharmashankar Subramanian, Pu Huang, C. Pulavarthi, Jie Xu, H. Sekhar, S. Zhan, S. Tripathi, S. Kumar
Risk-adjusted approach to optimize investments in product development portfolios. IBM J. Res. Dev. 54 (3) (2010)
L. Jeff Hong, Barry L. Nelson, Jie Xu
Speeding up COMPASS for high-dimensional discrete optimization via simulation. Oper. Res. Lett. 38 (6) (2010)
Rui Xu, Jie Xu, Donald C. Wunsch
Using default ARTMAP for cancer classification with MicroRNA expression signatures. IJCNN (2009)
Rui Xu, Jie Xu, Donald C. Wunsch II
MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks 22 (5-6) (2009)