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Optimization of interactive evaluation of operation efficiency of the city's transport system by methods of U-statistics (2212.14560v1)
Published 30 Dec 2022 in physics.soc-ph
Abstract: Methods for interactive evaluation of the functioning efficiency of the motor transport system for a large city based on the use of U-statistics methods has been formalized. To optimize this technique, effective algorithmic constructions for parallel execution of local, aggregated and forecasting evaluation of system components on modern computing means - multi-core computers, clusters, hybrid architectures and high-performence computing environments are proposed. The obtained scientific results allow for real-time evaluation of the efficiency for the city's motor transport system.