Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

Air conditioning Engineering & Materials Science
Linear programming Engineering & Materials Science
Heating Engineering & Materials Science
Energy utilization Engineering & Materials Science
Ventilation Engineering & Materials Science
Nonconvex Quadratic Programming Mathematics
Bilinear Programming Mathematics
Interiors (building) Engineering & Materials Science

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Research Output 2011 2018

A data-driven distributionally robust bound on the expected optimal value of uncertain mixed 0-1 linear programming

Xu, G. & Burer, S. Jan 1 2018 In : Computational Management Science. 15, 1, p. 111-134 24 p.

Research output: Contribution to journalArticle

Linear programming
Semidefinite programming
Guarantee
Nature
Joint distribution

A branch-and-bound algorithm for instrumental variable quantile regression

Xu, G. & Burer, S. Dec 1 2017 In : Mathematical Programming Computation. 9, 4, p. 471-497 27 p.

Research output: Contribution to journalArticle

Quantile Regression
Instrumental Variables
Branch and Bound Algorithm
Complementarity Constraints
Convex Program

A copositive approach for two-stage adjustable robust optimization with uncertain right-hand sides

Xu, G. & Burer, S. Dec 27 2017 (Accepted/In press) In : Computational Optimization and Applications. p. 1-27 27 p.

Research output: Contribution to journalArticle

Nonconvex Quadratic Programming
Bilinear Programming
Polynomial approximation
Robust Optimization
Semidefinite Programming
1 Citations

Robust sensitivity analysis of the optimal value of linear programming

Xu, G. & Burer, S. Nov 2 2017 In : Optimization Methods and Software. 32, 6, p. 1187-1205 19 p.

Research output: Contribution to journalArticle

Linear Program
Linear programming
Sensitivity analysis
Sensitivity Analysis
Perturbation
16 Citations

Minimization of energy consumption in HVAC systems with data-driven models and an interior-point method

Kusiak, A., Xu, G. & Zhang, Z. Jan 1 2014 In : Energy Conversion and Management. 85, p. 146-153 8 p.

Research output: Contribution to journalArticle

Interiors (building)
Air conditioning
Energy utilization
Heating
Thermal comfort