Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems

Fei Miao; Sihong He; Lynn Pepin; Shuo Han; Abdeltawab Hendawi; Mohamed E Khalefa; John A. Stankovic; George Pappas

doi:10.1145/3418287

Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems

ACM Transactions on Cyber-Physical Systems ◽

10.1145/3418287 ◽

2021 ◽

Vol 5 (2) ◽

pp. 1-27

Author(s):

Fei Miao ◽

Sihong He ◽

Lynn Pepin ◽

Shuo Han ◽

Abdeltawab Hendawi ◽

...

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Demand Systems ◽

Distributionally Robust Optimization ◽

On Demand ◽

Distributionally Robust

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Doubly Robust Data‐driven Distributionally Robust Optimization

Applied Modeling Techniques and Data Analysis 1 ◽

10.1002/9781119821588.ch4 ◽

2021 ◽

pp. 75-90

Author(s):

Jose Blanchet ◽

Yang Kang ◽

Fan Zhang ◽

Fei He ◽

Zhangyi Hu

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

Doubly Robust

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Data‐driven distributionally robust optimization of shale gas supply chains under uncertainty

AIChE Journal ◽

10.1002/aic.16488 ◽

2018 ◽

Vol 65 (3) ◽

pp. 947-963 ◽

Cited By ~ 16

Author(s):

Jiyao Gao ◽

Chao Ning ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Supply Chains ◽

Shale Gas ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

Gas Supply

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Data-driven distributionally robust optimization approach for reliable travel-time-information-gain-oriented traffic sensor location model

Transportation Research Part B Methodological ◽

10.1016/j.trb.2018.05.009 ◽

2018 ◽

Vol 113 ◽

pp. 91-120 ◽

Cited By ~ 6

Author(s):

Ning Zhu ◽

Chenyi Fu ◽

Shoufeng Ma

Keyword(s):

Robust Optimization ◽

Travel Time ◽

Information Gain ◽

Location Model ◽

Data Driven ◽

Optimization Approach ◽

Sensor Location ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

Time Information

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Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431542 ◽

2018 ◽

Cited By ~ 5

Author(s):

Yi Guo ◽

Kyri Baker ◽

Emiliano Dall'Anese ◽

Zechun Hu ◽

Tyler Summers

Keyword(s):

Robust Optimization ◽

Power Flow ◽

Optimal Power Flow ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Optimal Power ◽

Distributionally Robust

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Soft‐constrained model predictive control based on data‐driven distributionally robust optimization

AIChE Journal ◽

10.1002/aic.16546 ◽

2020 ◽

Vol 66 (10) ◽

Cited By ~ 1

Author(s):

Shuwen Lu ◽

Jay H. Lee ◽

Fengqi You

Keyword(s):

Model Predictive Control ◽

Robust Optimization ◽

Predictive Control ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Constrained Model ◽

Constrained Model Predictive Control ◽

Distributionally Robust

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Data-Driven Optimal Transport Cost Selection For Distributionally Robust Optimization

2019 Winter Simulation Conference (WSC) ◽

10.1109/wsc40007.2019.9004785 ◽

2019 ◽

Author(s):

Jose Blanchet ◽

Yang Kang ◽

Karthyek Murthy ◽

Fan Zhang

Keyword(s):

Robust Optimization ◽

Optimal Transport ◽

Data Driven ◽

Transport Cost ◽

Distributionally Robust Optimization ◽

Selection For ◽

Distributionally Robust ◽

Cost Selection

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Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties

2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) ◽

10.1109/iros45743.2020.9341481 ◽

2020 ◽

Author(s):

Sihong He ◽

Lynn Pepin ◽

Guang Wang ◽

Desheng Zhang ◽

Fei Miao

Keyword(s):

Electric Vehicle ◽

Data Driven ◽

Demand Systems ◽

Demand And Supply ◽

On Demand ◽

Distributionally Robust

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Data-Driven Variable Speed Limit Design for Highways via Distributionally Robust Optimization

2019 18th European Control Conference (ECC) ◽

10.23919/ecc.2019.8796026 ◽

2019 ◽

Cited By ~ 1

Author(s):

D. Li ◽

D. Fooladivanda ◽

S. Martinez

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Speed Limit ◽

Variable Speed ◽

Distributionally Robust Optimization ◽

Variable Speed Limit ◽

Distributionally Robust

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Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems

Operations Research ◽

10.1287/opre.1090.0741 ◽

2010 ◽

Vol 58 (3) ◽

pp. 595-612 ◽

Cited By ~ 544

Author(s):

Erick Delage ◽

Yinyu Ye

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust

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Data-Driven Process Network Planning: A Distributionally Robust Optimization Approach

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.09.291 ◽

2018 ◽

Vol 51 (18) ◽

pp. 150-155 ◽

Cited By ~ 1

Author(s):

Chao Shang ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Network Planning ◽

Data Driven ◽

Optimization Approach ◽

Distributionally Robust Optimization ◽

Distributionally Robust

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