Melvyn Sim

59 papers A* 1B 1C 1Journal 49Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Actionable Prescriptive Analytics.
Oper. Res.
Li Chen, Melvyn Sim, Xun Zhang, Long Zhao, Minglong Zhou
2025 J jnl
Robust CARA Optimization.
Oper. Res.
Li Chen, Melvyn Sim
2025 J jnl
Robust Optimization with Moment-Dispersion Ambiguity.
Oper. Res.
Li Chen, Chenyi Fu, Fan Si, Melvyn Sim, Peng Xiong
2025 J jnl
Robust Workforce Management with Crowdsourced Delivery.
Oper. Res.
Chun Cheng, Melvyn Sim, Yue Zhao
2025 J jnl
The Analytics of Robust Satisficing: Predict, Optimize, Satisfice, Then Fortify.
Oper. Res.
Melvyn Sim, Qinshen Tang, Minglong Zhou, Taozeng Zhu
2023 J jnl
Robust Pricing and Production with Information Partitioning and Adaptation.
Manag. Sci.
Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong
2023 J jnl
Robust Satisficing.
Oper. Res.
Daniel Zhuoyu Long, Melvyn Sim, Minglong Zhou
2023 J jnl
The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization.
Oper. Res.
Jingui Xie, Gar Goei Loke, Melvyn Sim, Shao-Wei Lam
2022 J jnl
Joint Estimation and Robustness Optimization.
Manag. Sci.
Taozeng Zhu, Jingui Xie, Melvyn Sim
2022 J jnl
Satisficing Models Under Uncertainty.
INFORMS J. Optim.
Patrick Jaillet, Sanjay Dominik Jena, Tsan Sheng Adam Ng, Melvyn Sim
2022 J jnl
Strategic Workforce Planning Under Uncertainty.
Oper. Res.
Patrick Jaillet, Gar Goei Loke, Melvyn Sim
2021 J jnl
Robust Data-Driven Vehicle Routing with Time Windows.
Oper. Res.
Yu Zhang, Zhenzhen Zhang, Andrew Lim, Melvyn Sim
2020 J jnl
Goal scoring, coherent loss and applications to machine learning.
Math. Program.
Wenzhuo Yang, Melvyn Sim, Huan Xu
2020 J jnl
Mitigating Interdiction Risk with Fortification.
Oper. Res.
Le Thi Khanh Hien, Melvyn Sim, Huan Xu
2020 J jnl
Robust Stochastic Optimization Made Easy with RSOME.
Manag. Sci.
Zhi Chen, Melvyn Sim, Peng Xiong
2019 J jnl
Adaptive Distributionally Robust Optimization.
Manag. Sci.
Dimitris Bertsimas, Melvyn Sim, Meilin Zhang
2019 J jnl
Data-Driven Patient Scheduling in Emergency Departments: A Hybrid Robust-Stochastic Approach.
Manag. Sci.
Shuangchi He, Melvyn Sim, Meilin Zhang
2019 J jnl
Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets.
Oper. Res.
Zhi Chen, Melvyn Sim, Huan Xu
2019 J jnl
Routing optimization with time windows under uncertainty.
Math. Program.
Yu Zhang, Roberto Baldacci, Melvyn Sim, Jiafu Tang
2018 J jnl
Adjustable Robust Optimization via Fourier-Motzkin Elimination.
Oper. Res.
Jianzhe Zhen, Dick den Hertog, Melvyn Sim
2018 J jnl
Asymmetry and Ambiguity in Newsvendor Models.
Manag. Sci.
Karthik Natarajan, Melvyn Sim, Joline Uichanco
2016 J jnl
Routing Optimization Under Uncertainty.
Oper. Res.
Patrick Jaillet, Jin Qi, Melvyn Sim
2015 J jnl
A Robust Optimization Model for Managing Elective Admission in a Public Hospital.
Oper. Res.
Fanwen Meng, Jin Qi, Meilin Zhang, James Ang, Singfat Chu, Melvyn Sim
2015 J jnl
Managing Underperformance Risk in Project Portfolio Selection.
Oper. Res.
Nicholas G. Hall, Daniel Zhuoyu Long, Jin Qi, Melvyn Sim
2015 J jnl
On Dynamic Decision Making to Meet Consumption Targets.
Oper. Res.
Lucy Gongtao Chen, Daniel Zhuoyu Long, Melvyn Sim
2014 J jnl
Distributionally Robust Convex Optimization.
Oper. Res.
Wolfram Wiesemann, Daniel Kuhn, Melvyn Sim
2014 A* conf
The Coherent Loss Function for Classification.
ICML
Wenzhuo Yang, Melvyn Sim, Huan Xu
2013 J jnl
Multiple Objectives Satisficing Under Uncertainty.
Oper. Res.
Shao-Wei Lam, Tsan Sheng Adam Ng, Melvyn Sim, Jin-Hwa Song
2012 J jnl
Aspirational Preferences and Their Representation by Risk Measures.
Manag. Sci.
David B. Brown, Enrico G. De Giorgi, Melvyn Sim
2012 — conf
Location and Routing Models for Emergency Response Plans with Priorities.
Future Security
Ali Oran, Kiat Chuan Tan, Boon Hooi Ooi, Melvyn Sim, Patrick Jaillet
2012 J jnl
Portfolio value-at-risk optimization for asymmetrically distributed asset returns.
Eur. J. Oper. Res.
Joel Weiqiang Goh, Kian Guan Lim, Melvyn Sim, Weina Zhang
2012 J jnl
Robust Storage Assignment in Unit-Load Warehouses.
Manag. Sci.
Marcus Ang, Yun Fong Lim, Melvyn Sim
2011 J jnl
Robust Optimization Made Easy with ROME.
Oper. Res.
Joel Goh, Melvyn Sim
2010 J jnl
Distributionally Robust Optimization and Its Tractable Approximations.
Oper. Res.
Joel Goh, Melvyn Sim
2010 J jnl
From CVaR to Uncertainty Set: Implications in Joint Chance-Constrained Optimization.
Oper. Res.
Wenqing Chen, Melvyn Sim, Jie Sun, Chung-Piaw Teo
2010 J jnl
Model Predictive Control Using Segregated Disturbance Feedback.
IEEE Trans. Autom. Control.
Chen Wang, Chong Jin Ong, Melvyn Sim
2010 J jnl
Robust Approximation to Multiperiod Inventory Management.
Oper. Res.
Chuen-Teck See, Melvyn Sim
2009 — ch.
Approximations to Robust Conic Optimization Problems.
Encyclopedia of Optimization
Melvyn Sim
2009 J jnl
Constructing Risk Measures from Uncertainty Sets.
Oper. Res.
Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim
2009 J jnl
Convergence properties of constrained linear system under MPC control law using affine disturbance feedback.
Autom.
Chen Wang, Chong Jin Ong, Melvyn Sim
2009 — conf
Distributed model predictive control of dynamically decoupled linear systems with coupled cost.
CDC
Chen Wang, Chong Jin Ong, Melvyn Sim
2009 J jnl
Goal-Driven Optimization.
Oper. Res.
Wenqing Chen, Melvyn Sim
2009 — conf
Linear systems with chance constraints: Constraint-admissible set and applications in predictive control.
CDC
Chen Wang, Chong Jin Ong, Melvyn Sim
2009 — ch.
Price of Robustness for Linear Optimization Problems.
Encyclopedia of Optimization
Melvyn Sim
2009 J jnl
Satisficing Measures for Analysis of Risky Positions.
Manag. Sci.
David B. Brown, Melvyn Sim
2008 J jnl
A Linear Decision-Based Approximation Approach to Stochastic Programming.
Oper. Res.
Xin Chen, Melvyn Sim, Peng Sun, Jiawei Zhang
2008 — conf
Constrained linear system under disturbance feedback: Convergence with probability one.
CDC
Chen Wang, Chong Jin Ong, Melvyn Sim
2008 J jnl
Constrained linear system with disturbance: Convergence under disturbance feedback.
Autom.
Chen Wang, Chong Jin Ong, Melvyn Sim
2008 J jnl
Incorporating Asymmetric Distributional Information in Robust Value-at-Risk Optimization.
Manag. Sci.
Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim
2008 C conf
Model predictive control using segregated disturbance feedback.
ACC
Chen Wang, Chong-Jin Ong, Melvyn Sim
2007 J jnl
A Robust Optimization Perspective on Stochastic Programming.
Oper. Res.
Xin Chen, Melvyn Sim, Peng Sun
2007 — conf
Model predictive control using affine disturbance feedback for constrained linear system.
CDC
Chen Wang, Chong Jin Ong, Melvyn Sim
2007 J jnl
Risk Aversion in Inventory Management.
Oper. Res.
Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun
2006 J jnl
Tractable Approximations to Robust Conic Optimization Problems.
Math. Program.
Dimitris Bertsimas, Melvyn Sim
2005 B conf
Robust Temporal Constraint Network.
ICTAI
Hoong Chuin Lau, Thomas Ou, Melvyn Sim
2004 J jnl
Robust linear optimization under general norms.
Oper. Res. Lett.
Dimitris Bertsimas, Dessislava Pachamanova, Melvyn Sim
2004 J jnl
The Price of Robustness.
Oper. Res.
Dimitris Bertsimas, Melvyn Sim
2003 J jnl
Robust discrete optimization and network flows.
Math. Program.
Dimitris Bertsimas, Melvyn Sim
2003 J jnl
Vehicle routing problem with time windows and a limited number of vehicles.
Eur. J. Oper. Res.
Hoong Chuin Lau, Melvyn Sim, Kwong Meng Teo