PUBLICATIONS
“The joy of discovery is certainly the liveliest that the mind of man can ever feel”
- Claude Bernard -
Manuscripts
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Ruiwei Jiang, Minseok Ryu, and Guanglin Xu, Data-Driven Distributionally Robust Appointment Scheduling over Wasserstein Balls, under the second-round review at Management Science
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Guanglin Xu and Grani Hanasusanto, Improved Decision Rule Approximation for Multi-Stage Robust Optimization via Copositive programming, submitted to Operations Research
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Xi Chen, Qihang Lin, and Guanglin Xu, Distributionally Robust Optimization with Confidence Bands for Probability Density Functions, submitted to INFORMS Journal on Optimization
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Linquan Bai and Guanglin Xu, Data-Driven Distributionally Robust Chance Constrained Optimal Coordinated Control of Photovoltaics Inverters and Buildings in Distribution Systems, submitted to IEEE Transactions on Power Systems
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Maciej Rysz, Alexander Semenov, and Guanglin Xu, A Stochastic Programming Approach for Key Management in Wireless Sensor Networks, submitted to Optimization Letters
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Guanglin Xu, Alex Semenov, and Maciej Rysz, An Integer Programming Formulation of the Key Management Problem in Wireless Sensor Networks, published "Online First" in Optimization Letters, DOI 10.1007/S11590-019-01465-2
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Guanglin Xu and Samuel Burer, A Data-Driven Distributionally Robust Bound on the Optimal Value of Uncertain Mixed 0-1 Linear Programming, Computational Optimization Science, Vol. 15, No. 1, 2018, pp. 111-134
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Guanglin Xu and Samuel Burer, A Copositive Approach for Two-Stage Adjustable Robust Optimization with Uncertain Right-Hand Sides, Computational Optimization and Applications, Vol. 70, No. 1, 2018, pp. 33-59
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Guanglin Xu and Samuel Burer, A Branch-and-Bound Algorithm for Instrumental Variable Quantile Regression, Mathematical Programming Computation, Vol. 9, No. 4, 2017, pp. 471-497
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Guanglin Xu and Samuel Burer, Robust Sensitivity Analysis of the Optimal Value of Linear Programming, Optimization Methods and Software, Vol. 32, No. 6, 2017, pp. 1187-1205
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Xiupeng Wei, Guanglin Xu, and Andrew Kusiak, Modeling and Optimization of a Chiller Plant, Energy, Vol. 73, 2014, pp. 898-907
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Andrew Kusiak, Guanglin Xu, and Zijun Zhang, Minimization of Energy Consumption in HVAC systems with Data-Driven Models and an Interior-Point Method, Energy Conversion and Management, Vol. 85, No. 1, 2014, pp. 146-153
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Andrew Kusiak, Zijun Zhang, and Guanglin Xu, Minimization of Wind Farm Operational Cost based on Data-Driven Models, IEEE Transactions on Sustainable Energy, Vol. 4, No. 3, 2013, pp. 756-764
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Andrew Kusiak, Yaohui Zeng, and Guanglin Xu, Minimizing Energy Consumption of an Air Handling Unit with a Computational Intelligence Approach, Energy and Buildings, Vol. 60, No. 1, 2013, pp. 355-363
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Andrew Kusiak and Guanglin Xu, Modeling and Optimization of HVAC Systems Using a Dynamic Neural Network, Energy, Vol. 42, No. 1, 2012, pp. 241-250
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Andrew Kusiak, Guanglin Xu, and Fan Tang, Optimization of an HVAC System with a Strength Multi-Objective Particle-Swarm Algorithm, Energy, Vol. 36, No. 10, 2011, pp. 5935-5943
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Andrew Kusiak, Fan Tang, and Guanglin Xu, Multi-Objective Optimization of HVAC System with an Evolutionary Computation Algorithm, Energy, Vol. 36, No. 5, 2011, pp. 2440-2449