2 papers
stat.ML2023
Black-Box Optimization with Implicit Constraints for Public Policy
Wenqian Xing, JungHo Lee, Chong Liu +1
Black-box optimization (BBO) has become increasingly relevant for tackling complex decision-making problems, especially in public policy domains such as police redistricting. Howev…
math.OC2020
Data-Driven Optimization for Police Beat Design in South Fulton, Georgia
Shixiang Zhu, Alexander W. Bukharin, Le Lu +2
We redesign the police patrol beat in South Fulton, Georgia, in collaboration with the South Fulton Police Department (SFPD), using a predictive data-driven optimization approach.…