Integrating multi-agent system and microsimulation for dynamic modeling of urban freight transport

CG Gómez-Marín, JD Mosquera-Tobón… - Periodica Polytechnica …, 2023 - pp.bme.hu
CG Gómez-Marín, JD Mosquera-Tobón, CA Serna-Urán
Periodica Polytechnica Transportation Engineering, 2023pp.bme.hu
This work aims to apply an integration between a multi-agent system and microsimulation to
take advantage of the large amount of data generated in urban freight transport to improve
the overall performance of the urban supply chain without forgetting the principles of
autonomy that govern each of its actors, responding to the different dynamic scenarios that
may arise in the operational context. The integration framework produces a satisfactory
communication process in those modeling methods measured by two indexes: throughput …
Abstract
This work aims to apply an integration between a multi-agent system and microsimulation to take advantage of the large amount of data generated in urban freight transport to improve the overall performance of the urban supply chain without forgetting the principles of autonomy that govern each of its actors, responding to the different dynamic scenarios that may arise in the operational context. The integration framework produces a satisfactory communication process in those modeling methods measured by two indexes: throughput and latency. The results of this integration show a robust response to dynamic scenarios and allow reacting to the different quantity of changes without dismissing the search for optimum solutions.
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