Multi-agent Based Modeling of Container Terminal Operations

نویسندگان

چکیده

The existing research about multi-agent systems (MAS) in container terminal have not yet fully depicted the entire operations processes. These past works tend to use static (linear programming-based) modeling methods model systems. This method has a weakness because decision optimality is only guaranteed for agents that are directly involved discussion. While other whose performance affected by decision, but taking part discussion, considered decision-making process. utilization of MAS-based dynamics negotiation also expected cope lack sequential communication methods. Eight depict entities ship, port captain, manager, stevedore, quay crane, straddle carrier, customs, and truck. interact processes ship arrival sequencing, determination ship’s service time picking. Based on simulation result, agents’ behavior able real system. maximize profit early period gradually decrease it attain common agreement. velocity utility function attainment 2-5%, descend monotonic function, agreement be attained. Moreover, we provide detail dynamical as well proof consensus will attained agents.

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ژورنال

عنوان ژورنال: Journal Industrial Servicess

سال: 2021

ISSN: ['2461-0623', '2461-0631']

DOI: https://doi.org/10.36055/jiss.v6i2.11107