Data-driven rolling-horizon robust optimization for petrochemical scheduling using probability density contours

The quickhull algorithm for convex hulls

C. Bradford Barber, David Dobkin, Hannu Huhdanpaa · ACM Transactions on Mathematical Software · 1996 · 5.3K citations · Full text

Mathematical Programming, Engineering, Geometry +17

Robust Convex Optimization

Aharon Ben‐Tal, Arkadi Nemirovski · Mathematics of Operations Research · 1998 · 2.6K citations

Mathematical Programming, Engineering, Data Science +12

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

Erick Delage, Yinyu Ye · Operations Research · 2010 · 1.8K citations

Mathematical Programming, Engineering, Random Vector +26

A polyhedral branch-and-cut approach to global optimization

Mohit Tawarmalani, Nikolaos V. Sahinidis · Mathematical Programming · 2005 · 1.2K citations

Numerical Analysis, Mathematical Programming, Large-scale Global Optimization +6

Asymptotic Minimax Character of the Sample Distribution Function and of the Classical Multinomial Estimator

A. Dvoretzky, J. Kiefer, J. Wolfowitz · The Annals of Mathematical Statistics · 1956 · 960 citations · Full text

Large Deviations, Asymptotic Minimax Character, Engineering +12