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ORCIDMelvyn Sim
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- affiliation: National University of Singapore, NUS Business School
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2020 – today
- 2023
[j44]Jingui Xie
, Gar Goei Loke, Melvyn Sim, Shao-Wei Lam:
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization. Oper. Res. 71(1): 23-46 (2023)- [j43]Daniel Zhuoyu Long, Melvyn Sim, Minglong Zhou:
Robust Satisficing. Oper. Res. 71(1): 61-82 (2023) - [j42]Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong:
Robust Pricing and Production with Information Partitioning and Adaptation. Manag. Sci. 69(3): 1398-1419 (2023) - 2022
- [j41]Patrick Jaillet, Sanjay Dominik Jena, Tsan Sheng Adam Ng, Melvyn Sim:
Satisficing Models Under Uncertainty. INFORMS J. Optim. 4(4): 347-372 (2022) - [j40]Patrick Jaillet, Gar Goei Loke, Melvyn Sim:
Strategic Workforce Planning Under Uncertainty. Oper. Res. 70(2): 1042-1065 (2022) - [j39]Taozeng Zhu, Jingui Xie, Melvyn Sim:
Joint Estimation and Robustness Optimization. Manag. Sci. 68(3): 1659-1677 (2022) - 2021
- [j38]Yu Zhang, Zhenzhen Zhang, Andrew Lim, Melvyn Sim:
Robust Data-Driven Vehicle Routing with Time Windows. Oper. Res. 69(2): 469-485 (2021) - 2020
- [j37]Le Thi Khanh Hien, Melvyn Sim, Huan Xu:
Mitigating Interdiction Risk with Fortification. Oper. Res. 68(2): 348-362 (2020) - [j36]Zhi Chen, Melvyn Sim, Peng Xiong:
Robust Stochastic Optimization Made Easy with RSOME. Manag. Sci. 66(8): 3329-3339 (2020) - [j35]Wenzhuo Yang, Melvyn Sim, Huan Xu:
Goal scoring, coherent loss and applications to machine learning. Math. Program. 182(1): 103-140 (2020)
2010 – 2019
- 2019
- [j34]Zhi Chen, Melvyn Sim, Huan Xu:
Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets. Oper. Res. 67(5): 1328-1344 (2019) - [j33]Dimitris Bertsimas, Melvyn Sim, Meilin Zhang:
Adaptive Distributionally Robust Optimization. Manag. Sci. 65(2): 604-618 (2019) - [j32]Shuangchi He, Melvyn Sim, Meilin Zhang:
Data-Driven Patient Scheduling in Emergency Departments: A Hybrid Robust-Stochastic Approach. Manag. Sci. 65(9): 4123-4140 (2019) - [j31]Yu Zhang, Roberto Baldacci, Melvyn Sim, Jiafu Tang:
Routing optimization with time windows under uncertainty. Math. Program. 175(1-2): 263-305 (2019) - 2018
- [j30]Jianzhe Zhen, Dick den Hertog, Melvyn Sim:
Adjustable Robust Optimization via Fourier-Motzkin Elimination. Oper. Res. 66(4): 1086-1100 (2018) - [j29]Karthik Natarajan, Melvyn Sim, Joline Uichanco:
Asymmetry and Ambiguity in Newsvendor Models. Manag. Sci. 64(7): 3146-3167 (2018) - 2016
- [j28]Patrick Jaillet, Jin Qi, Melvyn Sim:
Routing Optimization Under Uncertainty. Oper. Res. 64(1): 186-200 (2016) - 2015
- [j27]Nicholas G. Hall, Daniel Zhuoyu Long, Jin Qi, Melvyn Sim:
Managing Underperformance Risk in Project Portfolio Selection. Oper. Res. 63(3): 660-675 (2015) - [j26]Lucy Gongtao Chen, Daniel Zhuoyu Long, Melvyn Sim:
On Dynamic Decision Making to Meet Consumption Targets. Oper. Res. 63(5): 1117-1130 (2015) - [j25]Fanwen Meng, Jin Qi, Meilin Zhang, James Ang, Singfat Chu, Melvyn Sim:
A Robust Optimization Model for Managing Elective Admission in a Public Hospital. Oper. Res. 63(6): 1452-1467 (2015) - 2014
- [j24]Wolfram Wiesemann, Daniel Kuhn, Melvyn Sim:
Distributionally Robust Convex Optimization. Oper. Res. 62(6): 1358-1376 (2014) - [c8]Wenzhuo Yang, Melvyn Sim, Huan Xu:
The Coherent Loss Function for Classification. ICML 2014: 37-45 - 2013
- [j23]Shao-Wei Lam, Tsan Sheng Adam Ng, Melvyn Sim, Jin-Hwa Song:
Multiple Objectives Satisficing Under Uncertainty. Oper. Res. 61(1): 214-227 (2013) - 2012
- [j22]Joel Weiqiang Goh, Kian Guan Lim, Melvyn Sim, Weina Zhang:
Portfolio value-at-risk optimization for asymmetrically distributed asset returns. Eur. J. Oper. Res. 221(2): 397-406 (2012) - [j21]David B. Brown, Enrico G. De Giorgi, Melvyn Sim:
Aspirational Preferences and Their Representation by Risk Measures. Manag. Sci. 58(11): 2095-2113 (2012) - [j20]Marcus Ang, Yun Fong Lim, Melvyn Sim:
Robust Storage Assignment in Unit-Load Warehouses. Manag. Sci. 58(11): 2114-2130 (2012) - [c7]Ali Oran, Kiat Chuan Tan, Boon Hooi Ooi, Melvyn Sim, Patrick Jaillet:
Location and Routing Models for Emergency Response Plans with Priorities. Future Security 2012: 129-140 - 2011
- [j19]Joel Goh, Melvyn Sim:
Robust Optimization Made Easy with ROME. Oper. Res. 59(4): 973-985 (2011) - 2010
- [j18]Wenqing Chen, Melvyn Sim, Jie Sun, Chung-Piaw Teo:
From CVaR to Uncertainty Set: Implications in Joint Chance-Constrained Optimization. Oper. Res. 58(2): 470-485 (2010) - [j17]Chuen-Teck See, Melvyn Sim:
Robust Approximation to Multiperiod Inventory Management. Oper. Res. 58(3): 583-594 (2010) - [j16]Joel Goh, Melvyn Sim:
Distributionally Robust Optimization and Its Tractable Approximations. Oper. Res. 58(4-Part-1): 902-917 (2010) - [j15]Chen Wang, Chong Jin Ong, Melvyn Sim:
Model Predictive Control Using Segregated Disturbance Feedback. IEEE Trans. Autom. Control. 55(4): 831-840 (2010)
2000 – 2009
- 2009
- [j14]Chen Wang, Chong Jin Ong, Melvyn Sim:
Convergence properties of constrained linear system under MPC control law using affine disturbance feedback. Autom. 45(7): 1715-1720 (2009) - [j13]Wenqing Chen, Melvyn Sim:
Goal-Driven Optimization. Oper. Res. 57(2): 342-357 (2009) - [j12]Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim:
Constructing Risk Measures from Uncertainty Sets. Oper. Res. 57(5): 1129-1141 (2009) - [j11]David B. Brown, Melvyn Sim:
Satisficing Measures for Analysis of Risky Positions. Manag. Sci. 55(1): 71-84 (2009) - [c6]Chen Wang, Chong Jin Ong, Melvyn Sim:
Linear systems with chance constraints: Constraint-admissible set and applications in predictive control. CDC 2009: 2875-2880 - [c5]Chen Wang, Chong Jin Ong, Melvyn Sim:
Distributed model predictive control of dynamically decoupled linear systems with coupled cost. CDC 2009: 5420-5425 - [r2]Melvyn Sim:
Approximations to Robust Conic Optimization Problems. Encyclopedia of Optimization 2009: 90-96 - [r1]Melvyn Sim:
Price of Robustness for Linear Optimization Problems. Encyclopedia of Optimization 2009: 3061-3067 - 2008
- [j10]Chen Wang, Chong Jin Ong, Melvyn Sim:
Constrained linear system with disturbance: Convergence under disturbance feedback. Autom. 44(10): 2583-2587 (2008) - [j9]Xin Chen, Melvyn Sim, Peng Sun, Jiawei Zhang:
A Linear Decision-Based Approximation Approach to Stochastic Programming. Oper. Res. 56(2): 344-357 (2008) - [j8]Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim:
Incorporating Asymmetric Distributional Information in Robust Value-at-Risk Optimization. Manag. Sci. 54(3): 573-585 (2008) - [c4]Chen Wang, Chong-Jin Ong, Melvyn Sim:
Model predictive control using segregated disturbance feedback. ACC 2008: 3566-3571 - [c3]Chen Wang, Chong Jin Ong, Melvyn Sim:
Constrained linear system under disturbance feedback: Convergence with probability one. CDC 2008: 2820-2825 - 2007
- [j7]Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun:
Risk Aversion in Inventory Management. Oper. Res. 55(5): 828-842 (2007) - [j6]Xin Chen, Melvyn Sim, Peng Sun:
A Robust Optimization Perspective on Stochastic Programming. Oper. Res. 55(6): 1058-1071 (2007) - [c2]Chen Wang, Chong Jin Ong, Melvyn Sim:
Model predictive control using affine disturbance feedback for constrained linear system. CDC 2007: 1275-1280 - 2006
- [j5]Dimitris Bertsimas, Melvyn Sim:
Tractable Approximations to Robust Conic Optimization Problems. Math. Program. 107(1-2): 5-36 (2006) - 2005
- [c1]Hoong Chuin Lau, Thomas Ou, Melvyn Sim:
Robust Temporal Constraint Network. ICTAI 2005: 82-88 - 2004
- [j4]Dimitris Bertsimas, Melvyn Sim:
The Price of Robustness. Oper. Res. 52(1): 35-53 (2004) - [j3]Dimitris Bertsimas, Dessislava Pachamanova, Melvyn Sim:
Robust linear optimization under general norms. Oper. Res. Lett. 32(6): 510-516 (2004) - 2003
- [j2]Hoong Chuin Lau, Melvyn Sim, Kwong Meng Teo:
Vehicle routing problem with time windows and a limited number of vehicles. Eur. J. Oper. Res. 148(3): 559-569 (2003) - [j1]Dimitris Bertsimas, Melvyn Sim:
Robust discrete optimization and network flows. Math. Program. 98(1-3): 49-71 (2003)
Coauthor Index
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