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 | 238 | 2015 |
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 | 200 | 2010 |
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, 310-320, 2016 | 167 | 2016 |
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 | 153 | 2012 |
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 | 101 | 2016 |
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 | 99 | 2013 |
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 | 78 | 2015 |
Analytics with digital-twinning: A decision support system for maintaining a resilient port C Zhou, J Xu, E Miller-Hooks, W Zhou, CH Chen, LH Lee, EP Chew, H Li Decision Support Systems 143, 113496, 2021 | 74 | 2021 |
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 | 71 | 2016 |
Discrete optimization via simulation LJ Hong, BL Nelson, J Xu Handbook of simulation optimization, 9-44, 2015 | 68 | 2015 |
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 | 61 | 2016 |
Efficient multi-fidelity simulation optimization J Xu, S Zhang, E Huang, CH Chen, LH Lee, N Celik Proceedings of the Winter Simulation Conference 2014, 3940-3951, 2014 | 55 | 2014 |
Real-time digital twin-based optimization with predictive simulation learning T Goodwin, J Xu, N Celik, CH Chen Journal of Simulation 18 (1), 47-64, 2024 | 40 | 2024 |
A new particle swarm optimization algorithm for noisy optimization problems S Taghiyeh, J Xu Swarm Intelligence 10, 161-192, 2016 | 40 | 2016 |
Clustering with differential evolution particle swarm optimization R Xu, J Xu, DC Wunsch IEEE Congress on Evolutionary Computation, 1-8, 2010 | 39 | 2010 |
Multi-fidelity model integration for engineering design E Huang, J Xu, S Zhang, CH Chen Procedia Computer Science 44, 336-344, 2015 | 37 | 2015 |
Speeding up COMPASS for high-dimensional discrete optimization via simulation LJ Hong, BL Nelson, J Xu Operations Research Letters 38 (6), 550-555, 2010 | 35 | 2010 |
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 | 30 | 2014 |
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 | 27 | 2003 |
Semiconductor wafer fabrication production planning using multi-fidelity simulation optimisation F Zhang, J Song, Y Dai, J Xu International Journal of Production Research 58 (21), 6585-6600, 2020 | 25 | 2020 |