A multi-agent system with blockchain for container stacking and dispatching

L. Henesey, Yulia Lizneva, Mahwish Anwar
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引用次数: 5

Abstract

Port Logistical Supply chains play a very important role in society. Their complex and adaptive behaviours promote the suggested applications of combining a multiagent system with blockchain for solving complex problems. Several technologies have been proven positively to work in logistics, however the concept of combining converging technologies such as blockchain with deep reinforcement multi agent is viewed as a novel approach to solving the complexity that is associated with many facets of logistics. A simulator was developed and tested for the problem of container stacking. The simulation results indicate a more robust approach to currently used tools and methods.
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基于区块链的集装箱码放调度多智能体系统
港口物流供应链在社会中发挥着非常重要的作用。它们的复杂和自适应行为促进了将多智能体系统与区块链结合起来解决复杂问题的建议应用。一些技术已被证明在物流中发挥积极作用,然而,将区块链等融合技术与深度强化多智能体相结合的概念被视为解决与物流许多方面相关的复杂性的新方法。针对集装箱堆垛问题,开发并测试了一个集装箱堆垛模拟器。仿真结果表明,该方法比目前使用的工具和方法更具鲁棒性。
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