Seungmo Kang

BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem

We introduce BO4Mob, a new benchmark framework for high-dimensional Bayesian Optimization (BO), driven by the challenge of origin-destination (OD) travel demand estimation in large urban road networks. Estimating OD travel demand from limited traffic sensor data is a difficult inverse optimization p…