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Optimizing green splits in high-dimensional traffic signal control with trust region Bayesian optimization

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Date of Publication:2024-01-01

Journal:Computer-Aided Civil and Infrastructure Engineering

ISSN No.: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

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