Melvyn Sim

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 17

Top Topics

Robust Optimization

Joint Estimation

Chance Constrained

Top Venues

INFORMS J. Optim.

Publications

Jingui Xie, Gar Goei Loke, Melvyn Sim, Shao-Wei Lam
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization. Oper. Res. 71 (1) (2023)
Daniel Zhuoyu Long, Melvyn Sim, Minglong Zhou
Robust Satisficing. Oper. Res. 71 (1) (2023)
Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong
Robust Pricing and Production with Information Partitioning and Adaptation. Manag. Sci. 69 (3) (2023)
Patrick Jaillet, Gar Goei Loke, Melvyn Sim
Strategic Workforce Planning Under Uncertainty. Oper. Res. 70 (2) (2022)
Taozeng Zhu, Jingui Xie, Melvyn Sim
Joint Estimation and Robustness Optimization. Manag. Sci. 68 (3) (2022)
Patrick Jaillet, Sanjay Dominik Jena, Tsan Sheng Adam Ng, Melvyn Sim
Satisficing Models Under Uncertainty. INFORMS J. Optim. 4 (4) (2022)
Yu Zhang, Zhenzhen Zhang, Andrew Lim, Melvyn Sim
Robust Data-Driven Vehicle Routing with Time Windows. Oper. Res. 69 (2) (2021)
Wenzhuo Yang, Melvyn Sim, Huan Xu
Goal scoring, coherent loss and applications to machine learning. Math. Program. 182 (1) (2020)
Le Thi Khanh Hien, Melvyn Sim, Huan Xu
Mitigating Interdiction Risk with Fortification. Oper. Res. 68 (2) (2020)
Zhi Chen, Melvyn Sim, Peng Xiong
Robust Stochastic Optimization Made Easy with RSOME. Manag. Sci. 66 (8) (2020)
Dimitris Bertsimas, Melvyn Sim, Meilin Zhang
Adaptive Distributionally Robust Optimization. Manag. Sci. 65 (2) (2019)
Shuangchi He, Melvyn Sim, Meilin Zhang
Data-Driven Patient Scheduling in Emergency Departments: A Hybrid Robust-Stochastic Approach. Manag. Sci. 65 (9) (2019)
Yu Zhang, Roberto Baldacci, Melvyn Sim, Jiafu Tang
Routing optimization with time windows under uncertainty. Math. Program. 175 (1-2) (2019)
Zhi Chen, Melvyn Sim, Huan Xu
Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets. Oper. Res. 67 (5) (2019)
Karthik Natarajan, Melvyn Sim, Joline Uichanco
Asymmetry and Ambiguity in Newsvendor Models. Manag. Sci. 64 (7) (2018)
Jianzhe Zhen, Dick den Hertog, Melvyn Sim
Adjustable Robust Optimization via Fourier-Motzkin Elimination. Oper. Res. 66 (4) (2018)
Patrick Jaillet, Jin Qi, Melvyn Sim
Routing Optimization Under Uncertainty. Oper. Res. 64 (1) (2016)
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) (2015)
Lucy Gongtao Chen, Daniel Zhuoyu Long, Melvyn Sim
On Dynamic Decision Making to Meet Consumption Targets. Oper. Res. 63 (5) (2015)
Nicholas G. Hall, Daniel Zhuoyu Long, Jin Qi, Melvyn Sim
Managing Underperformance Risk in Project Portfolio Selection. Oper. Res. 63 (3) (2015)
Wolfram Wiesemann, Daniel Kuhn, Melvyn Sim
Distributionally Robust Convex Optimization. Oper. Res. 62 (6) (2014)
Wenzhuo Yang, Melvyn Sim, Huan Xu
The Coherent Loss Function for Classification. ICML (2014)
Shao-Wei Lam, Tsan Sheng Ng, Melvyn Sim, Jin-Hwa Song
Multiple Objectives Satisficing Under Uncertainty. Oper. Res. 61 (1) (2013)
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) (2012)
Marcus Ang, Yun Fong Lim, Melvyn Sim
Robust Storage Assignment in Unit-Load Warehouses. Manag. Sci. 58 (11) (2012)
David B. Brown, Enrico G. De Giorgi, Melvyn Sim
Aspirational Preferences and Their Representation by Risk Measures. Manag. Sci. 58 (11) (2012)
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)
Joel Goh, Melvyn Sim
Robust Optimization Made Easy with ROME. Oper. Res. 59 (4) (2011)
Joel Goh, Melvyn Sim
Distributionally Robust Optimization and Its Tractable Approximations. Oper. Res. 58 (4-Part-1) (2010)
Chuen-Teck See, Melvyn Sim
Robust Approximation to Multiperiod Inventory Management. Oper. Res. 58 (3) (2010)
Chen Wang, Chong Jin Ong, Melvyn Sim
Model Predictive Control Using Segregated Disturbance Feedback. IEEE Trans. Autom. Control. 55 (4) (2010)
Wenqing Chen, Melvyn Sim, Jie Sun, Chung-Piaw Teo
From CVaR to Uncertainty Set: Implications in Joint Chance-Constrained Optimization. Oper. Res. 58 (2) (2010)
David B. Brown, Melvyn Sim
Satisficing Measures for Analysis of Risky Positions. Manag. Sci. 55 (1) (2009)
Chen Wang, Chong Jin Ong, Melvyn Sim
Distributed model predictive control of dynamically decoupled linear systems with coupled cost. CDC (2009)
Chen Wang, Chong Jin Ong, Melvyn Sim
Convergence properties of constrained linear system under MPC control law using affine disturbance feedback. Autom. 45 (7) (2009)
Wenqing Chen, Melvyn Sim
Goal-Driven Optimization. Oper. Res. 57 (2) (2009)
Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim
Constructing Risk Measures from Uncertainty Sets. Oper. Res. 57 (5) (2009)
Chen Wang, Chong Jin Ong, Melvyn Sim
Linear systems with chance constraints: Constraint-admissible set and applications in predictive control. CDC (2009)
Xin Chen, Melvyn Sim, Peng Sun, Jiawei Zhang
A Linear Decision-Based Approximation Approach to Stochastic Programming. Oper. Res. 56 (2) (2008)
Chen Wang, Chong Jin Ong, Melvyn Sim
Constrained linear system with disturbance: Convergence under disturbance feedback. Autom. 44 (10) (2008)
Chen Wang, Chong Jin Ong, Melvyn Sim
Constrained linear system under disturbance feedback: Convergence with probability one. CDC (2008)
Chen Wang, Chong-Jin Ong, Melvyn Sim
Model predictive control using segregated disturbance feedback. ACC (2008)
Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim
Incorporating Asymmetric Distributional Information in Robust Value-at-Risk Optimization. Manag. Sci. 54 (3) (2008)
Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun
Risk Aversion in Inventory Management. Oper. Res. 55 (5) (2007)
Xin Chen, Melvyn Sim, Peng Sun
A Robust Optimization Perspective on Stochastic Programming. Oper. Res. 55 (6) (2007)
Chen Wang, Chong Jin Ong, Melvyn Sim
Model predictive control using affine disturbance feedback for constrained linear system. CDC (2007)
Dimitris Bertsimas, Melvyn Sim
Tractable Approximations to Robust Conic Optimization Problems. Math. Program. 107 (1-2) (2006)
Hoong Chuin Lau, Thomas Ou, Melvyn Sim
Robust Temporal Constraint Network. ICTAI (2005)
Dimitris Bertsimas, Melvyn Sim
The Price of Robustness. Oper. Res. 52 (1) (2004)
Dimitris Bertsimas, Dessislava Pachamanova, Melvyn Sim
Robust linear optimization under general norms. Oper. Res. Lett. 32 (6) (2004)
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) (2003)
Dimitris Bertsimas, Melvyn Sim
Robust discrete optimization and network flows. Math. Program. 98 (1-3) (2003)