Jie Xu
Jie Xu
Associate Professor of Systems Engineering and Operations Research, George Mason University
Verified email at gmu.edu - Homepage
Title
Cited by
Cited by
Year
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation
J Xu, BL Nelson, JL Hong
ACM Transactions on Modeling and Computer Simulation (TOMACS) 20 (1), 1-29, 2010
1712010
Simulation optimization: A review and exploration in the new era of cloud computing and big data
J Xu, E Huang, CH Chen, LH Lee
Asia-Pacific Journal of Operational Research 32 (03), 1550019, 2015
1592015
A comparison study of validity indices on swarm-intelligence-based clustering
R Xu, J Xu, DC Wunsch
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2012
1162012
Simulation optimization in the era of Industrial 4.0 and the Industrial Internet
J Xu, E Huang, L Hsieh, LH Lee, QS Jia, CH Chen
Journal of Simulation 10 (4), 310-320, 2016
802016
MO2TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling
J Xu, S Zhang, E Huang, CH Chen, LH Lee, N Celik
Asia-Pacific Journal of Operational Research 33 (03), 1650017, 2016
722016
An adaptive hyperbox algorithm for high-dimensional discrete optimization via simulation problems
J Xu, BL Nelson, LJ Hong
INFORMS Journal on Computing 25 (1), 133-146, 2013
722013
A simulation budget allocation procedure for enhancing the efficiency of optimal subset selection
S Zhang, LH Lee, EP Chew, J Xu, CH Chen
IEEE Transactions on Automatic Control 61 (1), 62-75, 2015
522015
Discrete optimization via simulation
LJ Hong, BL Nelson, J Xu
Handbook of simulation optimization, 9-44, 2015
472015
Optimal computing budget allocation for particle swarm optimization in stochastic optimization
S Zhang, J Xu, LH Lee, EP Chew, WP Wong, CH Chen
IEEE Transactions on Evolutionary Computation 21 (2), 206-219, 2016
422016
Efficient multi-fidelity simulation optimization
J Xu, S Zhang, E Huang, CH Chen, LH Lee, N Celik
Proceedings of the 2014 winter simulation conference, 3940-3951, 2014
392014
A metamodel-based Monte Carlo simulation approach for responsive production planning of manufacturing systems
M Li, F Yang, R Uzsoy, J Xu
Journal of Manufacturing Systems 38, 114-133, 2016
342016
Speeding up COMPASS for high-dimensional discrete optimization via simulation
LJ Hong, BL Nelson, J Xu
Operations Research Letters 38 (6), 550-555, 2010
292010
A new particle swarm optimization algorithm for noisy optimization problems
S Taghiyeh, J Xu
Swarm Intelligence 10 (3), 161-192, 2016
282016
Clustering with differential evolution particle swarm optimization
R Xu, J Xu, DC Wunsch
IEEE Congress on Evolutionary Computation, 1-8, 2010
282010
Multi-fidelity model integration for engineering design
E Huang, J Xu, S Zhang, CH Chen
Procedia Computer Science 44, 336-344, 2015
262015
Realization of multiwavelength label optical packet switching
S Xiao, Q Zeng, J Wang, J Xu, Y Wang
IEEE Photonics technology letters 15 (4), 605-607, 2003
262003
An efficient simulation budget allocation method incorporating regression for partitioned domains
MW Brantley, LH Lee, CH Chen, J Xu
Automatica 50 (5), 1391-1400, 2014
212014
Optimal selection of media vehicles using customer databases
EC Malthouse, D Qiu, J Xu
Expert systems with applications 39 (17), 13035-13045, 2012
212012
MicroRNA expression profile based cancer classification using Default ARTMAP
R Xu, J Xu, DC Wunsch II
Neural Networks 22 (5-6), 774-780, 2009
182009
An ordinal transformation framework for multi-fidelity simulation optimization
J Xu, S Zhang, E Huang, CH Chen, LH Lee, N Celik
2014 IEEE International Conference on Automation Science and Engineering …, 2014
172014
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