Melvyn Sim

According to our database, Melvyn Sim authored at least 53 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Robust Pricing and Production with Information Partitioning and Adaptation.

Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong

Manag. Sci., March, 2023

The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization.

Jingui Xie, Gar Goei Loke, Melvyn Sim, Shao-Wei Lam

Oper. Res., January, 2023

Robust Satisficing.

Daniel Zhuoyu Long, Melvyn Sim, Minglong Zhou

Oper. Res., January, 2023

2022

Satisficing Models Under Uncertainty.

Patrick Jaillet, Sanjay Dominik Jena, Tsan Sheng Adam Ng, Melvyn Sim

INFORMS J. Optim., October, 2022

Joint Estimation and Robustness Optimization.

Taozeng Zhu, Jingui Xie, Melvyn Sim

Manag. Sci., 2022

Strategic Workforce Planning Under Uncertainty.

Patrick Jaillet, Gar Goei Loke, Melvyn Sim

Oper. Res., 2022

2021

Robust Data-Driven Vehicle Routing with Time Windows.

Yu Zhang, Zhenzhen Zhang, Andrew Lim, Melvyn Sim

Oper. Res., 2021

2020

Goal scoring, coherent loss and applications to machine learning.

Wenzhuo Yang, Melvyn Sim, Huan Xu

Math. Program., 2020

Robust Stochastic Optimization Made Easy with RSOME.

Zhi Chen, Melvyn Sim, Peng Xiong

Manag. Sci., 2020

Mitigating Interdiction Risk with Fortification.

Le Thi Khanh Hien, Melvyn Sim, Huan Xu

Oper. Res., 2020

2019

Routing optimization with time windows under uncertainty.

Yu Zhang, Roberto Baldacci, Melvyn Sim, Jiafu Tang

Math. Program., 2019

Data-Driven Patient Scheduling in Emergency Departments: A Hybrid Robust-Stochastic Approach.

Shuangchi He, Melvyn Sim, Meilin Zhang

Manag. Sci., 2019

Adaptive Distributionally Robust Optimization.

Dimitris Bertsimas, Melvyn Sim, Meilin Zhang

Manag. Sci., 2019

Distributionally Robust Optimization with Infinitely Constrained Ambiguity Sets.

Zhi Chen, Melvyn Sim, Huan Xu

Oper. Res., 2019

2018

Asymmetry and Ambiguity in Newsvendor Models.

Karthik Natarajan, Melvyn Sim, Joline Uichanco

Manag. Sci., 2018

Adjustable Robust Optimization via Fourier-Motzkin Elimination.

Jianzhe Zhen, Dick den Hertog, Melvyn Sim

Oper. Res., 2018

2016

Routing Optimization Under Uncertainty.

Patrick Jaillet, Jin Qi, Melvyn Sim

Oper. Res., 2016

2015

A Robust Optimization Model for Managing Elective Admission in a Public Hospital.

Fanwen Meng, Jin Qi, Meilin Zhang, James Ang, Singfat Chu, Melvyn Sim

Oper. Res., 2015

Managing Underperformance Risk in Project Portfolio Selection.

Nicholas G. Hall, Daniel Zhuoyu Long, Jin Qi, Melvyn Sim

Oper. Res., 2015

On Dynamic Decision Making to Meet Consumption Targets.

Lucy Gongtao Chen, Daniel Zhuoyu Long, Melvyn Sim

Oper. Res., 2015

2014

Distributionally Robust Convex Optimization.

Wolfram Wiesemann, Daniel Kuhn, Melvyn Sim

Oper. Res., 2014

The Coherent Loss Function for Classification.

Wenzhuo Yang, Melvyn Sim, Huan Xu

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Multiple Objectives Satisficing Under Uncertainty.

Shao-Wei Lam, Tsan Sheng Adam Ng, Melvyn Sim, Jin-Hwa Song

Oper. Res., 2013

2012

Aspirational Preferences and Their Representation by Risk Measures.

David B. Brown, Enrico G. De Giorgi, Melvyn Sim

Manag. Sci., 2012

Robust Storage Assignment in Unit-Load Warehouses.

Marcus Ang, Yun Fong Lim, Melvyn Sim

Manag. Sci., 2012

Portfolio value-at-risk optimization for asymmetrically distributed asset returns.

Joel Weiqiang Goh, Kian Guan Lim, Melvyn Sim, Weina Zhang

Eur. J. Oper. Res., 2012

Location and Routing Models for Emergency Response Plans with Priorities.

Ali Oran, Kiat Chuan Tan, Boon Hooi Ooi, Melvyn Sim, Patrick Jaillet

Proceedings of the Future Security - 7th Security Research Conference, 2012

2011

Robust Optimization Made Easy with ROME.

Joel Goh, Melvyn Sim

Oper. Res., 2011

2010

Model Predictive Control Using Segregated Disturbance Feedback.

Chen Wang, Chong Jin Ong, Melvyn Sim

IEEE Trans. Autom. Control., 2010

Robust Approximation to Multiperiod Inventory Management.

Chuen-Teck See, Melvyn Sim

Oper. Res., 2010

Distributionally Robust Optimization and Its Tractable Approximations.

Joel Goh, Melvyn Sim

Oper. Res., 2010

From CVaR to Uncertainty Set: Implications in Joint Chance-Constrained Optimization.

Wenqing Chen, Melvyn Sim, Jie Sun, Chung-Piaw Teo

Oper. Res., 2010

2009

Price of Robustness for Linear Optimization Problems.

Melvyn Sim

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Approximations to Robust Conic Optimization Problems.

Melvyn Sim

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Satisficing Measures for Analysis of Risky Positions.

David B. Brown, Melvyn Sim

Manag. Sci., 2009

Constructing Risk Measures from Uncertainty Sets.

Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim

Oper. Res., 2009

Goal-Driven Optimization.

Wenqing Chen, Melvyn Sim

Oper. Res., 2009

Convergence properties of constrained linear system under MPC control law using affine disturbance feedback.

Chen Wang, Chong Jin Ong, Melvyn Sim

Autom., 2009

Distributed model predictive control of dynamically decoupled linear systems with coupled cost.

Chen Wang, Chong Jin Ong, Melvyn Sim

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Linear systems with chance constraints: Constraint-admissible set and applications in predictive control.

Chen Wang, Chong Jin Ong, Melvyn Sim

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Incorporating Asymmetric Distributional Information in Robust Value-at-Risk Optimization.

Karthik Natarajan, Dessislava Pachamanova, Melvyn Sim

Manag. Sci., 2008

A Linear Decision-Based Approximation Approach to Stochastic Programming.

Xin Chen, Melvyn Sim, Peng Sun, Jiawei Zhang

Oper. Res., 2008

Constrained linear system with disturbance: Convergence under disturbance feedback.

Chen Wang, Chong Jin Ong, Melvyn Sim

Autom., 2008

Constrained linear system under disturbance feedback: Convergence with probability one.

Chen Wang, Chong Jin Ong, Melvyn Sim

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007

Risk Aversion in Inventory Management.

Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun

Oper. Res., 2007

A Robust Optimization Perspective on Stochastic Programming.

Xin Chen, Melvyn Sim, Peng Sun

Oper. Res., 2007

Model predictive control using affine disturbance feedback for constrained linear system.

Chen Wang, Chong Jin Ong, Melvyn Sim

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

Tractable Approximations to Robust Conic Optimization Problems.

Dimitris Bertsimas, Melvyn Sim

Math. Program., 2006

2005

Robust Temporal Constraint Network.

Hoong Chuin Lau, Thomas Ou, Melvyn Sim

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

2004

Robust linear optimization under general norms.

Dimitris Bertsimas, Dessislava Pachamanova, Melvyn Sim

Oper. Res. Lett., 2004

The Price of Robustness.

Dimitris Bertsimas, Melvyn Sim

Oper. Res., 2004

2003

Robust discrete optimization and network flows.

Dimitris Bertsimas, Melvyn Sim

Math. Program., 2003

Vehicle routing problem with time windows and a limited number of vehicles.

Hoong Chuin Lau, Melvyn Sim, Kwong Meng Teo

Eur. J. Oper. Res., 2003