Jie Xu

Orcid: 0000-0002-9422-6080

Affiliations:
  • George Mason University, Department of Systems Engineering and Operations Research, Fairfax, VA, USA
  • Northwestern University, Evanston, IL, USA (PhD 2009)


According to our database1, Jie Xu authored at least 62 papers between 2009 and 2024.

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Bibliography

2024
Real-time digital twin-based optimization with predictive simulation learning.
J. Simulation, January, 2024

2023
Efficient estimation of a risk measure requiring two-stage simulation optimization.
Eur. J. Oper. Res., 2023

Epsilon Optimal Sampling.
Proceedings of the Winter Simulation Conference, 2023

2022
Robust Sampling Budget Allocation Under Deep Uncertainty.
IEEE Trans. Syst. Man Cybern. Syst., 2022

An Optimal Computing Budget Allocation Tree Policy for Monte Carlo Tree Search.
IEEE Trans. Autom. Control., 2022

Analysis Of The Impact Of Cyber Attack On Semiconductor Manufacturing Energy Quantification.
Proceedings of the Annual Modeling and Simulation Conference, 2022

2021
Analytics with digital-twinning: A decision support system for maintaining a resilient port.
Decis. Support Syst., 2021

Optimal Computing Budget Allocation for regression with gradient information.
Autom., 2021

A Study on Efficient Computing Budget Allocation for a Two-Stage Problem.
Asia Pac. J. Oper. Res., 2021

Efficient Simulation Optimization with Simulation Learning.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation.
IEEE Trans. Autom. Control., 2020

Semiconductor wafer fabrication production planning using multi-fidelity simulation optimisation.
Int. J. Prod. Res., 2020

Advancing Self-Healing Capabilities in Interconnected Microgrids via Dynamic Data Driven Applications System with Relational Database Management.
Proceedings of the Winter Simulation Conference, 2020

A Reinforcement Learning Based System for Minimizing Cloud Storage Service Cost.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019
Efficient Simulation Sampling Allocation Using Multifidelity Models.
IEEE Trans. Autom. Control., 2019

A Coordinate Optimization Approach for Concurrent Design.
IEEE Trans. Autom. Control., 2019

Multi-fidelity sampling for efficient simulation-based decision making in manufacturing management.
IISE Trans., 2019

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data.
Asia Pac. J. Oper. Res., 2019

Flexible Expected Shortfall Estimation Using Parametric & Non-Parametric Methods with Applications in Finance, Insurance & Climatology.
Proceedings of the 22th International Conference on Information Fusion, 2019

Monte Carlo tree search with optimal computing budget allocation.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

An Economic Analysis of Cloud Computing Service Using Reclaimed Resources.
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.
Proceedings of the 21st International Conference on Information Fusion, 2018

Dynamic Sampling for Feasibility Determination.
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.
IEEE Trans. Evol. Comput., 2017

Flexible estimation of risk metric using copula model for the joint severity-frequency loss framework.
Proceedings of the 20th International Conference on Information Fusion, 2017

An optimization approach for team coordination through information sharing.
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.
J. Supercomput., 2016

Balancing Search and Estimation in Random Search Based Stochastic Simulation Optimization.
IEEE Trans. Autom. Control., 2016

A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection.
IEEE Trans. Autom. Control., 2016

A new particle swarm optimization algorithm for noisy optimization problems.
Swarm Intell., 2016

Simulation optimization in the era of Industrial 4.0 and the Industrial Internet.
J. Simulation, 2016

MO<sup>2</sup>TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling.
Asia Pac. J. Oper. Res., 2016

Parallel Empirical Stochastic Branch and Bound for large-scale discrete optimization via Simulation.
Proceedings of the Winter Simulation Conference, 2016

Dynamic data driven application systems for smart cities and urban infrastructures.
Proceedings of the Winter Simulation Conference, 2016

Improving ordinal transformation through optimal combination of multi-model predictions.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

Co-clustering of diseases, genes, and drugs for identification of their related gene modules.
Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016

Robust estimation of value-at-risk through correlated frequency and severity model.
Proceedings of the 19th International Conference on Information Fusion, 2016

A new optimal sampling rule for multi-fidelity optimization via ordinal transformation.
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.
Asia Pac. J. Oper. Res., 2015

Stochastic optimization using hellinger distance.
Proceedings of the 2015 Winter Simulation Conference, 2015

Optimal Pricing and Capacity Planning of a New Economy Cloud Computing Service Class.
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Joint admission control and provisioning for virtual machines.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Drug Resistance or Re-Emergence? Simulating Equine Parasites.
ACM Trans. Model. Comput. Simul., 2014

An efficient simulation budget allocation method incorporating regression for partitioned domains.
Autom., 2014

Efficient multi-fidelity simulation optimization.
Proceedings of the 2014 Winter Simulation Conference, 2014

A metamodeling-based approach for production planning.
Proceedings of the 2014 Winter Simulation Conference, 2014

A novel performance preserving VM Splitting and Assignment Scheme.
Proceedings of the IEEE International Conference on Communications, 2014

An ordinal transformation framework for multi-fidelity simulation optimization.
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.
INFORMS J. Comput., 2013

Determining the optimal sampling set size for random search.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Adaptive nested rare event simulation algorithms.
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.
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.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Optimal selection of media vehicles using customer databases.
Expert Syst. Appl., 2012

Efficient discrete optimization via simulation using stochastic kriging.
Proceedings of the Winter Simulation Conference, 2012

2010
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation.
ACM Trans. Model. Comput. Simul., 2010

Speeding up COMPASS for high-dimensional discrete optimization via simulation.
Oper. Res. Lett., 2010

Risk-adjusted approach to optimize investments in product development portfolios.
IBM J. Res. Dev., 2010

Clustering with differential evolution particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
MicroRNA expression profile based cancer classification using Default ARTMAP.
Neural Networks, 2009

Using default ARTMAP for cancer classification with MicroRNA expression signatures.
Proceedings of the International Joint Conference on Neural Networks, 2009


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