METANET Validation of the Large-Scale Manchester Ring-Road Network Using Gradient-Based and Particle Swarm Optimization.
IEEE Transactions on Intelligent Transportation Systems（2018）
摘要
This paper is concerned with the problem of macroscopic traffic flow model validation for ring-road shaped large-scale motorway networks. The calibration optimization problem is solved by a gradient-based algorithm combining into a single software package METANET (traffic simulator), RPROP (resilient backpropagation search heuristic), and ADOL-C (automatic differentiation library) and by a separat...
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关键词
Optimization,Calibration,Mathematical model,Particle swarm optimization,Heuristic algorithms,Data models,Computational modeling
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