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Enlu Zhou, Ph.D. - Publications

Affiliations: 
2009 Electrical Engineering University of Maryland, College Park, College Park, MD 
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34 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Hale JQ, Zhu H, Zhou E. Domination Measure: A New Metric for Solving Multiobjective Optimization Informs Journal On Computing. 32: 565-581. DOI: 10.1287/Ijoc.2019.0920  0.374
2020 Zhu H, Liu T, Zhou E. Risk Quantification in Stochastic Simulation under Input Uncertainty Acm Transactions On Modeling and Computer Simulation. 30: 1-24. DOI: 10.1145/3329117  0.306
2018 Zhou E, Bhatnagar S. Gradient-Based Adaptive Stochastic Search for Simulation Optimization Over Continuous Space Informs Journal On Computing. 30: 154-167. DOI: 10.1287/Ijoc.2017.0771  0.484
2018 Wu D, Zhu H, Zhou E. A Bayesian Risk Approach to Data-driven Stochastic Optimization: Formulations and Asymptotics Siam Journal On Optimization. 28: 1588-1612. DOI: 10.1137/16M1101933  0.386
2018 Zhu H, Ye F, Zhou E. Solving the Dual Problems of Dynamic Programs via Regression Ieee Transactions On Automatic Control. 63: 1340-1355. DOI: 10.1109/Tac.2017.2747405  0.443
2018 Ye F, Zhu H, Zhou E. Weakly Coupled Dynamic Program: Information and Lagrangian Relaxations Ieee Transactions On Automatic Control. 63: 698-713. DOI: 10.1109/Tac.2017.2731817  0.355
2018 Chen X, Zhou E, Hu J. Discrete optimization via gradient-based adaptive stochastic search methods Iise Transactions. 50: 789-805. DOI: 10.1080/24725854.2018.1448489  0.31
2017 Lam H, Zhou E. The empirical likelihood approach to quantifying uncertainty in sample average approximation Operations Research Letters. 45: 301-307. DOI: 10.1016/J.Orl.2017.04.003  0.442
2017 Zhu H, Ye F, Zhou E. An Efficient Regression Approach to Solving the Dual Problems of Dynamic Programs * *This work was supported by National Science Foundation under Grants CMMI-1413790 and CAREER CMMI-1453934, and Air Force Office of Scientific Research under Grant YIP FA-9550-14-1-0059. Ifac-Papersonline. 50: 6140-6147. DOI: 10.1016/J.Ifacol.2017.08.2024  0.441
2017 Gao S, Xiao H, Zhou E, Chen W. Robust ranking and selection with optimal computing budget allocation Automatica. 81: 30-36. DOI: 10.1016/J.Automatica.2017.03.019  0.408
2017 Zhu H, Hale J, Zhou E. Simulation optimization of risk measures with adaptive risk levels Journal of Global Optimization. 70: 783-809. DOI: 10.1007/S10898-017-0588-8  0.352
2016 Lam H, Zhou E. Quantifying uncertainty in sample average approximation Proceedings - Winter Simulation Conference. 2016: 3846-3857. DOI: 10.1109/WSC.2015.7408541  0.372
2016 Hale JQ, Zhou E. A model-based approach to multi-objective optimization Proceedings - Winter Simulation Conference. 2016: 3599-3609. DOI: 10.1109/WSC.2015.7408519  0.37
2016 Hale JQ, Zhou E, Peng J. A Lagrangian search method for the P-median problem Journal of Global Optimization. 69: 137-156. DOI: 10.1007/S10898-016-0481-X  0.452
2015 Zhou E, Bhatnagar S, Chen X. Simulation optimization via gradient-based stochastic search Proceedings - Winter Simulation Conference. 2015: 3869-3879. DOI: 10.1109/WSC.2014.7020213  0.392
2015 Ye F, Zhou E. Information relaxation and dual formulation of controlled Markov diffusions Ieee Transactions On Automatic Control. 60: 2676-2691. DOI: 10.1109/Tac.2015.2418672  0.39
2015 Zhu H, Ye F, Zhou E. Fast estimation of true bounds on Bermudan option prices under jump-diffusion processes Quantitative Finance. 15: 1885-1900. DOI: 10.1080/14697688.2014.971520  0.386
2015 Chen X, Zhou E. Population model-based optimization Journal of Global Optimization. 63: 125-148. DOI: 10.1007/S10898-015-0288-1  0.436
2015 Hu J, Zhou E. On the implementation of a class of stochastic search algorithms Springer Proceedings in Mathematics and Statistics. 95: 427-435. DOI: 10.1007/978-3-319-08377-3_42  0.37
2014 Ye F, Zhou E. Dual formulation of controlled Markov diffusions and its application Ifac Proceedings Volumes (Ifac-Papersonline). 19: 7811-7818. DOI: 10.3182/20140824-6-Za-1003.00340  0.407
2014 Hu J, Zhou E, Fan Q. Model-based annealing random search with stochastic averaging Acm Transactions On Modeling and Computer Simulation. 24. DOI: 10.1145/2641565  0.596
2014 Zhou E, Hu J. Gradient-based adaptive stochastic search for non-differentiable optimization Ieee Transactions On Automatic Control. 59: 1818-1832. DOI: 10.1109/Tac.2014.2310052  0.614
2014 Zhou E, Fu MC, Marcus SI. Particle filtering framework for a class of randomized optimization algorithms Ieee Transactions On Automatic Control. 59: 1025-1030. DOI: 10.1109/Tac.2013.2281132  0.615
2013 Jia QS, Zhou E, Chen CH. Efficient Computing Budget Allocation for Finding Simplest Good Designs. Iie Transactions : Industrial Engineering Research & Development. 45: 736-750. PMID 23687404 DOI: 10.1080/0740817X.2012.705454  0.315
2013 Chen X, Zhou E. Population model-based optimization with sequential Monte Carlo Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, Wsc 2013. 1004-1015. DOI: 10.1109/WSC.2013.6721490  0.375
2013 Ye F, Zhou E. Optimal stopping of partially observable markov processes: A filtering-based duality approach Ieee Transactions On Automatic Control. 58: 2698-2704. DOI: 10.1109/Tac.2013.2257970  0.481
2013 Zhou E. Optimal stopping under partial observation: Near-value iteration Ieee Transactions On Automatic Control. 58: 500-506. DOI: 10.1109/Tac.2012.2206718  0.432
2013 Zhou E, Chen X. Sequential Monte Carlo simulated annealing Journal of Global Optimization. 55: 101-124. DOI: 10.1007/S10898-011-9838-3  0.391
2012 Zhou E, Hu J. Combining gradient-based optimization with stochastic search Proceedings - Winter Simulation Conference. DOI: 10.1109/WSC.2012.6465032  0.412
2012 Yan S, Zhou E, Chen CH. Efficient selection of a set of good enough designs with complexity preference Ieee Transactions On Automation Science and Engineering. 9: 596-606. DOI: 10.1109/Tase.2012.2200887  0.332
2010 Zhou E, Fu MC, Marcus SI. Solving continuous-state POMDPs via density projection Ieee Transactions On Automatic Control. 55: 1101-1116. DOI: 10.1109/Tac.2010.2042005  0.59
2009 Zhou E, Lin K, Fu MC, Marcus SI. A numerical method for financial decision problems under stochastic volatility Proceedings - Winter Simulation Conference. 1299-1310. DOI: 10.1109/WSC.2009.5429700  0.578
2008 Zhou E, Fu MC, Marcus SI. A particle filtering Framework for randomized Optimization algorithms Proceedings - Winter Simulation Conference. 647-654. DOI: 10.1109/WSC.2008.4736125  0.582
2008 Zhou E, Fu MC, Marcus SI. A density projection approach to dimension reduction for continuous-state POMDPs Proceedings of the Ieee Conference On Decision and Control. 5576-5581. DOI: 10.1109/CDC.2008.4738730  0.572
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