Joint perimeter and signal control of urban traffic via network utility maximization
作者： Negar Mehr , Jennie Lioris , Roberto Horowitz , Ramtin Pedarsani
DOI: 10.1109/ITSC.2017.8317837
关键词: Flow control (data) 、 Network congestion 、 Mathematical optimization 、 Network utility maximization 、 Utility maximization problem 、 Computer science
摘要: With the ongoing rise of demand in traffic networks, congestion control has become major importance for urban areas. In this paper, we introduce notion network utility maximization boundary flow networks. We describe how maximizing aggregate leads to a fair allocation resources different arrivals while maintaining system stability. demonstrate problem can be solved using Alternating Direction Method Multipliers (ADMM). further show our algorithm partially distributed such that each entry link finds its arrival own objective total network. showcase performance an example illustrating fast convergence method and capability stabilizing
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