Spatial iterative coordination for parallel simulation-based optimization of large-scale traffic signal control

• Main Authors: Tan, Wen Jun, Andelfinger, Philipp, Cai, Wentong, Eckhoff, David, Knoll, Alois
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Traffic Signal Optimization; Spatial Coordination
• Online Access: https://hdl.handle.net/10356/168958
• Institution: Nanyang Technological University

Applying simulation-based optimization to city-scale traffic signal optimization can be challenging due to the large search space resulting in high computational complexity. A divide-and-conquer approach can be used to partition the problem and optimized separately, which leads to faster convergence...