Jie Xu

According to our database, Jie Xu authored at least 63 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

A Study of Congestion-Based Information Guidance Policy for Hierarchical Healthcare Systems.

Miao Yu, Jie Xu, Xiangling Li, Dandan Yu

Asia Pac. J. Oper. Res., April, 2024

Real-time digital twin-based optimization with predictive simulation learning.

Travis Goodwin, Jie Xu, Nurcin Celik, Chun-Hung Chen

J. Simulation, January, 2024

2023

Efficient estimation of a risk measure requiring two-stage simulation optimization.

Tianxiang Wang, Jie Xu, Jian-Qiang Hu, Chun-Hung Chen

Eur. J. Oper. Res., 2023

Epsilon Optimal Sampling.

Travis Goodwin, Jie Xu, Chun-Hung Chen, Nurcin Celik

Proceedings of the Winter Simulation Conference, 2023

2022

Robust Sampling Budget Allocation Under Deep Uncertainty.

Michael Perry, Jie Xu, Edward Huang, Chun-Hung Chen

IEEE Trans. Syst. Man Cybern. Syst., 2022

An Optimal Computing Budget Allocation Tree Policy for Monte Carlo Tree Search.

Yunchuan Li, Michael C. Fu, Jie Xu

IEEE Trans. Autom. Control., 2022

Analysis Of The Impact Of Cyber Attack On Semiconductor Manufacturing Energy Quantification.

Busra Ezici, Paulo Costa, Jie Xu

Proceedings of the Annual Modeling and Simulation Conference, 2022

2021

Analytics with digital-twinning: A decision support system for maintaining a resilient port.

Chenhao Zhou, Jie Xu, Elise Miller-Hooks, Weiwen Zhou, Chun-Hung Chen, Loo Hay Lee, Ek Peng Chew, Haobin Li

Decis. Support Syst., 2021

Optimal Computing Budget Allocation for regression with gradient information.

Tianxiang Wang, Jie Xu, Jian-Qiang Hu, Chun-Hung Chen

Autom., 2021

A Study on Efficient Computing Budget Allocation for a Two-Stage Problem.

Tianxiang Wang, Jie Xu, Jian-Qiang Hu

Asia Pac. J. Oper. Res., 2021

Efficient Simulation Optimization with Simulation Learning.

Travis Goodwin, Jie Xu, Chun-Hung Chen, Nurcin Celik

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020

Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation.

Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong

IEEE Trans. Autom. Control., 2020

Semiconductor wafer fabrication production planning using multi-fidelity simulation optimisation.

Fan Zhang, Jie Song, Yingzhuo Dai, Jie Xu

Int. J. Prod. Res., 2020

Advancing Self-Healing Capabilities in Interconnected Microgrids via Dynamic Data Driven Applications System with Relational Database Management.

Abdurrahman Yavuz, Joshua Darville, Nurcin Celik, Jie Xu, Chun-Hung Chen, Brent Langhals, Ryan D. L. Engle

Proceedings of the Winter Simulation Conference, 2020

A Reinforcement Learning Based System for Minimizing Cloud Storage Service Cost.

Haoyu Wang, Haiying Shen, Qi Liu, Kevin Zheng, Jie Xu

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019

Efficient Simulation Sampling Allocation Using Multifidelity Models.

Yijie Peng, Jie Xu, Loo Hay Lee, Jianqiang Hu, Chun-Hung Chen

IEEE Trans. Autom. Control., 2019

A Coordinate Optimization Approach for Concurrent Design.

Yijie Peng, Edward Huang, Jie Xu, Zhongshun Shi, Chun-Hung Chen

IEEE Trans. Autom. Control., 2019

Multi-fidelity sampling for efficient simulation-based decision making in manufacturing management.

Jie Song, Yunzhe Qiu, Jie Xu, Feng Yang

IISE Trans., 2019

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data.

Giulia Pedrielli, K. Selçuk Candan, Xilun Chen, Logan Mathesen, Alireza Inanlouganji, Jie Xu, Chun-Hung Chen, Loo Hay Lee

Asia Pac. J. Oper. Res., 2019

Flexible Expected Shortfall Estimation Using Parametric & Non-Parametric Methods with Applications in Finance, Insurance & Climatology.

Sabyasachi Guharay, KC Chang, Jie Xu

Proceedings of the 22th International Conference on Information Fusion, 2019

Monte Carlo tree search with optimal computing budget allocation.

Yunchuan Li, Michael C. Fu, Jie Xu

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

An Economic Analysis of Cloud Computing Service Using Reclaimed Resources.

Chenbo Zhu, Haiying Shen, Jie Xu

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Estimation of Value-at-Risk Using Mixture Copula Model for Heavy-Tailed Operational Risk Losses in Financial, Insurance & Climatological Data.

Sabyasachi Guharay, KC Chang, Jie Xu

Proceedings of the 21st International Conference on Information Fusion, 2018

Dynamic Sampling for Feasibility Determination.

Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong

Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017

Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization.

Si Zhang, Jie Xu, Loo Hay Lee, Ek Peng Chew, Wai Peng Wong, Chun-Hung Chen

IEEE Trans. Evol. Comput., 2017

Flexible estimation of risk metric using copula model for the joint severity-frequency loss framework.

Sabyasachi Guharay, KC Chang, Jie Xu

Proceedings of the 20th International Conference on Information Fusion, 2017

An optimization approach for team coordination through information sharing.

Yijie Peng, Edward Huang, Jie Xu, Chun-Hung Chen

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016

VMSA: a performance preserving online VM splitting and placement algorithm in dynamic cloud environments.

Liu Liu, Jie Xu, Hongfang Yu, Lemin Li, Chunming Qiao

J. Supercomput., 2016

Balancing Search and Estimation in Random Search Based Stochastic Simulation Optimization.

Chenbo Zhu, Jie Xu, Chun-Hung Chen, Loo Hay Lee, Jian-Qiang Hu

IEEE Trans. Autom. Control., 2016

A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection.

Si Zhang, Loo Hay Lee, Ek Peng Chew, Jie Xu, Chun-Hung Chen

IEEE Trans. Autom. Control., 2016

A new particle swarm optimization algorithm for noisy optimization problems.

Sajjad Taghiyeh, Jie Xu

Swarm Intell., 2016

Simulation optimization in the era of Industrial 4.0 and the Industrial Internet.

Jie Xu, Edward Huang, Liam Y. Hsieh, Loo Hay Lee, Qing-Shan Jia, Chun-Hung Chen

J. Simulation, 2016

MO²TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling.

Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik

Asia Pac. J. Oper. Res., 2016

Parallel Empirical Stochastic Branch and Bound for large-scale discrete optimization via Simulation.

Scott Rosen, Peter Salemi, Brian Wickham, Ashley Williams, Christine Harvey, Erin Catlett, Sajjad Taghiyeh, Jie Xu

Proceedings of the Winter Simulation Conference, 2016

Dynamic data driven application systems for smart cities and urban infrastructures.

Richard M. Fujimoto, Nurcin Celik, Haluk Damgacioglu, Michael Hunter, Dong Jin, Young-Jun Son, Jie Xu

Proceedings of the Winter Simulation Conference, 2016

Improving ordinal transformation through optimal combination of multi-model predictions.

Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen, Siyang Gao

Proceedings of the IEEE International Conference on Industrial Technology, 2016

Co-clustering of diseases, genes, and drugs for identification of their related gene modules.

Arezou Koohi, Houman Homayoun, Jie Xu, Mahdi Orooji

Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016

Robust estimation of value-at-risk through correlated frequency and severity model.

Sabyasachi Guharay, KC Chang, Jie Xu

Proceedings of the 19th International Conference on Information Fusion, 2016

A new optimal sampling rule for multi-fidelity optimization via ordinal transformation.

Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015

Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data.

Jie Xu, Edward Huang, Chun-Hung Chen, Loo Hay Lee

Asia Pac. J. Oper. Res., 2015

Stochastic optimization using hellinger distance.

Anand N. Vidyashankar, Jie Xu

Proceedings of the 2015 Winter Simulation Conference, 2015

Optimal Pricing and Capacity Planning of a New Economy Cloud Computing Service Class.

Jie Xu, Chenbo Zhu

Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Joint admission control and provisioning for virtual machines.

Liu Liu, Jie Xu, Hongfang Yu, Xuetao Wei

Proceedings of the 2015 IEEE International Conference on Communications, 2015

An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation.

Ruidi Chen, Jie Xu, Si Zhang, Chun-Hung Chen, Loo Hay Lee

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014

Drug Resistance or Re-Emergence? Simulating Equine Parasites.

Jie Xu, Anand N. Vidyashankar, Martin K. Nielsen

ACM Trans. Model. Comput. Simul., 2014

An efficient simulation budget allocation method incorporating regression for partitioned domains.

Mark W. Brantley, Loo Hay Lee, Chun-Hung Chen, Jie Xu

Autom., 2014

Efficient multi-fidelity simulation optimization.

Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik

Proceedings of the 2014 Winter Simulation Conference, 2014

A metamodeling-based approach for production planning.

Minqi Li, Feng Yang, Jie Xu

Proceedings of the 2014 Winter Simulation Conference, 2014

A novel performance preserving VM Splitting and Assignment Scheme.

Liu Liu, Jie Xu, Hongfang Yu, Lemin Li, Chunming Qiao

Proceedings of the IEEE International Conference on Communications, 2014

An ordinal transformation framework for multi-fidelity simulation optimization.

Jie Xu, Si Zhang, Edward Huang, Chun-Hung Chen, Loo Hay Lee, Nurcin Celik

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013

An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems.

Jie Xu, Barry L. Nelson, L. Jeff Hong

INFORMS J. Comput., 2013

Determining the optimal sampling set size for random search.

Chenbo Zhu, Jie Xu, Chun-Hung Chen, Loo Hay Lee, Jianqiang Hu

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Adaptive nested rare event simulation algorithms.

Anand N. Vidyashankar, Jie Xu

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Rare event simulation for stochastic fixed point equations related to the smoothing transformation.

Jeffrey F. Collamore, Anand N. Vidyashankar, Jie Xu

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering.

Rui Xu, Jie Xu, Donald C. Wunsch

IEEE Trans. Syst. Man Cybern. Part B, 2012

Optimal selection of media vehicles using customer databases.

Edward C. Malthouse, Dingxi Qiu, Jie Xu

Expert Syst. Appl., 2012

Efficient discrete optimization via simulation using stochastic kriging.

Jie Xu

Proceedings of the Winter Simulation Conference, 2012

2010

Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation.

Jie Xu, Barry L. Nelson, L. Jeff Hong

ACM Trans. Model. Comput. Simul., 2010

Speeding up COMPASS for high-dimensional discrete optimization via simulation.

L. Jeff Hong, Barry L. Nelson, Jie Xu

Oper. Res. Lett., 2010

Risk-adjusted approach to optimize investments in product development portfolios.

Dharmashankar Subramanian, Pu Huang, C. Pulavarthi, Jie Xu, H. Sekhar, S. Zhan, S. Tripathi, S. Kumar

IBM J. Res. Dev., 2010

Clustering with differential evolution particle swarm optimization.

Rui Xu, Jie Xu, Donald C. Wunsch II

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

MicroRNA expression profile based cancer classification using Default ARTMAP.

Rui Xu, Jie Xu, Donald C. Wunsch II

Neural Networks, 2009

Using default ARTMAP for cancer classification with MicroRNA expression signatures.

Rui Xu, Jie Xu, Donald C. Wunsch

Proceedings of the International Joint Conference on Neural Networks, 2009