Siqian Shen

发表

Distributionally Robust Partially Observable Markov Decision Process with Moment-Based Ambiguity

Ruiwei Jiang, Hideaki Nakao, Siqian Shen, 2019, SIAM J. Optim..

Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty

Zhihao Chen, Siqian Shen, Mengshi Lu, 2018, Manuf. Serv. Oper. Manag..

Chance-Constrained Programming Models and Approximations for General Stochastic Bottleneck Spanning Tree Problems

Siqian Shen, Jue Wang, Murat Kurt, 2015, INFORMS J. Comput..

Polynomial‐time algorithms for solving a class of critical node problems on trees and series‐parallel graphs

Jonathan Cole Smith, Siqian Shen, J. Smith, 2012, Networks.

Optimization models for differentiating quality of service levels in probabilistic network capacity design problems

Zhihao Chen, Siqian Shen, 2013 .

Context-aware Route Recommendation with Weight Learning through Deep Neural Networks

Jun Fang, Yafeng Yin, Siqian Shen, 2020, 2020 American Control Conference (ACC).

On the Values of Vehicle-to-Grid Electricity Selling in Electric Vehicle Sharing

Siqian Shen, Mengshi Lu, Yiling Zhang, 2018, Manuf. Serv. Oper. Manag..

Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs

Siqian Shen, Huiwen Jia, Siqian Shen, 2019, INFORMS Journal on Optimization.

Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data

Brian T. Denton, Siqian Shen, Yan Deng, 2016 .

Data-driven optimization approaches for optimal power flow with uncertain reserves from load control

Johanna L. Mathieu, Siqian Shen, Yiling Zhang, 2015, 2015 American Control Conference (ACC).

An approximation algorithm for vehicle routing with compatibility constraints

Siqian Shen, Viswanath Nagarajan, Miao Yu, 2018, Oper. Res. Lett..

An Interactive Game Introducing Power Flow Optimization Concepts

Johanna L. Mathieu, Siqian Shen, Spencer D. Maroukis, 2017 .

A decomposition approach for solving a broadcast domination network design problem

Jonathan Cole Smith, Siqian Shen, 2013, Ann. Oper. Res..

Distributionally robust appointment scheduling with moment-based ambiguity set

Siqian Shen, Yiling Zhang, S. Ayca Erdogan, 2017, Oper. Res. Lett..

Distributionally Robust Facility Location Problem under Decision-dependent Stochastic Demand

Shabbir Ahmed, Siqian Shen, Beste Basciftci, 2019 .

Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations

Ruiwei Jiang, Siqian Shen, Yiling Zhang, 2017, Oper. Res..

不完全数据集的差分隐私保护决策树研究 (Method of Constructing Differential Privacy Decision Tree Classifier with Incomplete Data Sets)

Siqian Shen, Yuguang Mao, Guanru Jiang, 2017, 计算机科学.

Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths

Jonathan Cole Smith, Shabbir Ahmed, Siqian Shen, 2010, Manag. Sci..

Using integer programming for balancing return and risk in problems with individual chance constraints

Siqian Shen, 2014, Comput. Oper. Res..

Solving 0–1 semidefinite programs for distributionally robust allocation of surgery blocks

Siqian Shen, Yiling Zhang, S. Ayca Erdogan, 2018, Optim. Lett..

Stochastic maximum flow interdiction problems under heterogeneous risk preferences

Xiao Lei, Siqian Shen, Yongjia Song, 2018, Comput. Oper. Res..

Stochastic Modeling and Approaches for Managing Energy Footprints in Cloud Computing Service

Jue Wang, Siqian Shen, Siqian Shen, 2014 .

Risk-Averse Shortest Path Interdiction

Siqian Shen, Yongjia Song, Yongjia Song, 2016, INFORMS J. Comput..

Risk and Energy Consumption Tradeoffs in Cloud Computing Service via Stochastic Optimization Models

Siqian Shen, Jue Wang, 2012, 2012 IEEE Fifth International Conference on Utility and Cloud Computing.

Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data

Siqian Shen, Brian Denton, Yan Deng, 2016, INFORMS J. Comput..

Minimum Makespan Vehicle Routing Problem with Compatibility Constraints

Siqian Shen, Viswanath Nagarajan, Miao Yu, 2017, CPAIOR.

Parallel Scenario Decomposition of Risk-Averse 0-1 Stochastic Programs

Shabbir Ahmed, Siqian Shen, Yan Deng, 2018, INFORMS J. Comput..

Ambiguous Chance-Constrained Binary Programs under Mean-Covariance Information

Ruiwei Jiang, Siqian Shen, Yiling Zhang, 2016, SIAM J. Optim..

Optimizing designs and operations of a single network or multiple interdependent infrastructures under stochastic arc disruption

Siqian Shen, 2013, Comput. Oper. Res..

A Note on Service-Level Constrained Inventory Systems

Siqian Shen, Cong Shi, Yuchen Jiang, 2015 .

An Integrated Decomposition and Approximate Dynamic Programming Approach for On-Demand Ride Pooling

Siqian Shen, Xian Yu, Siqian Shen, 2020, IEEE Transactions on Intelligent Transportation Systems.

Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization

Siqian Shen, Miguel A. Lejeune, 2016, Eur. J. Oper. Res..

Decomposition algorithms for optimizing multi-server appointment scheduling with chance constraints

Siqian Shen, Yan Deng, Siqian Shen, 2016, Math. Program..

Solving 0–1 semidefinite programs for distributionally robust allocation of surgery blocks

Siqian Shen, Yiling Zhang, Saadet Ayca Erdogan, 2018, Optimization Letters.

Non-profit resource allocation and service scheduling with cross-subsidization and uncertain resource consumptions

Hideaki Nakao, Siqian Shen, Lin Zhao, 2021 .

Exact interdiction models and algorithms for disconnecting networks via node deletions

Jonathan Cole Smith, Siqian Shen, Roshan Goli, 2012, Discret. Optim..

Optimization methods for decision making in disease prevention and epidemic control.

Yevgeniy Vorobeychik, Siqian Shen, Yan Deng, 2013, Mathematical biosciences.

Integer programming models and algorithms for the graph decontamination problem with mobile agents

Jonathan Cole Smith, Siqian Shen, John Penuel, 2013, Networks.

Special issue on optimization in military applications

Eduardo L. Pasiliao, Siqian Shen, Vladimir Boginski, 2015, Optim. Lett..

Reformulation and cutting-plane approaches for solving two-stage optimization and network interdiction problems

Siqian Shen, Siqian Shen, 2011 .

Submodular Minimization in the Context of Modern LP and MILP Methods and Solvers

Siqian Shen, Jon Lee, Andrew Orso, 2015, SEA.

Network design in scarce data environment using moment-based distributionally robust optimization

Zhihao Chen, Hideaki Nakao, Siqian Shen, 2017, Comput. Oper. Res..

Sequential Competitive Facility Location: Exact and Approximate Algorithms

Ruiwei Jiang, Siqian Shen, Mingyao Qi, 2021, Operations Research.

On the Value of Multistage Stochastic Facility Location with Risk Aversion

Siqian Shen, Shabbir Ahmed, Xian Yu, 2021 .

Resource Distribution Under Spatiotemporal Uncertainty of Disease Spread: Stochastic versus Robust Approaches pdf

Siqian Shen, Beste Basciftci, Xian Yu, 2021, SSRN Electronic Journal.

Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs

Siqian Shen, Huiwen Jia, Shabbir Ahmed, 2021, INFORMS J. Comput..

Ambiguous Chance-Constrained Bin Packing under Mean-Covariance Information

Siqian Shen, Siqian Shen, 2018 .

Distributionally Robust Chance-Constrained Optimal Power Flow With Uncertain Renewables and Uncertain Reserves Provided by Loads

Johanna L. Mathieu, Siqian Shen, Yiling Zhang, 2017, IEEE Transactions on Power Systems.

Production planning problems with joint service-level guarantee: a computational study

Siqian Shen, Cong Shi, Yuchen Jiang, 2017, Int. J. Prod. Res..

Distributionally Robust Chance-Constrained Bin Packing

Ruiwei Jiang, Siqian Shen, Yiling Zhang, 2016 .

Multi-Objective Probabilistically Constrained Programming with Variable Risk: New Models and Applications

Siqian Shen, Miguel A. Lejeune, M. Lejeune, 2014 .

Two-stage distributionally robust optimal power flow with flexible loads

Johanna L. Mathieu, Siqian Shen, Bowen Li, 2017, 2017 IEEE Manchester PowerTech.

Mitigating hard capacity constraints with inventory in facility location modeling

Mark S. Daskin, Siqian Shen, Kayse Lee Maass, 2016 .