Optimizing green splits in high-dimensional traffic signal control with trust region Bayesian optimization
Release Time:2024-08-28 Hits:
Date of Publication: 2024-01-01
Journal: Computer-Aided Civil and Infrastructure Engineering
ISSN: 1093-9687
Key Words: Bayesian optimization; Gaussian Processes; Green splits; High-dimensional; Higher-dimensional; Performance; Solution quality; Street traffic control; Thompson samplings; Traffic signal control; Traffic signals; Trust region