A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models

The calibration of traffic-flow simulation models continues to be a significant problem without a generalized, comprehensive, and low-cost solution. Existing calibration approaches either have not explicitly addressed the multi-objective characteristics of the problem or determining their hyperparam...

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Veröffentlicht in:	IEEE access Jg. 8; S. 103124 - 103140
Hauptverfasser:	Cobos, Carlos, Paz, Alexander, Luna, Julio, Erazo, Cristian, Mendoza, Martha
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Calibration Computing time Continuity (mathematics) Flow simulation Linear programming Memetics Microscopy MOGBHS Multi-objective optimization NSGA-II Optimization Parallel processing Search problems Simulation Solid modeling Traffic flow traffic flow simulation Traffic models
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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