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在工业物联网环境中,通过阻断冲突的相互作用出现规范
Yuchen Wang1, Yanqin Miao2, Gang Fu3
1School of Civil Engineering, Guangzhou University, Guangzhou 510006, China.
Sensors (Basel, Switzerland)
|September 28, 2024
概括
本研究介绍了工业物联网 (IIoT) 环境中规范出现的新框架,解决了阻断冲突的问题. 该框架通过融合代理信念确保了可扩展的规范建立,保证了成功的规范出现.
科学领域:
- 人工智能的人工智能
- 多代理系统 多代理系统
- 事物的工业互联网 (IIoT)
背景情况:
- 规范对于代理互动至关重要,但通常是无法直接访问的全球数据.
- 现有的去中心化标准制定方法不能充分解决工业物联网 (IIoT) 环境.
- 工业物联网环境面临着独特的挑战,例如冲突阻断,其中代理行动可以阻碍互动或造成危险.
研究的目的:
- 提出一个新的框架,以促进IIoT环境中规范的出现,特别是针对冲突阻断相互作用.
- 通过整合代理人对规范的信念的融合来确保系统的可扩展性.
- 从理论和实验上分析影响规范出现所需时间的因素.
主要方法:
- 制定一个框架,以支持代理人在IIoT内部阻断冲突的互动中做出决定.
- 整合代理信念融合以提高系统可扩展性.
- 数学证明框架对规范出现的保证.
- 理论和实验分析标准出现时间,考虑诸如代理人数量的因素.
- 使用车辆运动模拟器来可视化规范的出现.
主要成果:
- 拟议的框架保证了IIoT环境中规范的出现.
- 该框架有效地支持在冲突阻断场景中的代理决策.
- 系统可扩展性是通过融合代理信念的集成来实现的.
- 分析提供了对不同条件下规范出现的时间动态的洞察.
- 一个车辆运动模拟器成功地说明了规范出现过程.
结论:
- 开发的框架有效地建立了IIoT系统的规范,克服了阻断冲突的挑战.
- 该方法确保了可扩展性,并保证了规范的出现.
- 该研究提供了一个有价值的工具和理论理解,用于在复杂的,分散的系统,如IIoT规范的出现.
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