分布式多智能体系统的高效任务分配

Seonghyun Kim, Ingook Jang, Young-Sung Son
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引用次数: 0

摘要

随着处理能力和通信能力的发展,设备的灵活性和性能得到提高,多智能体系统(MAS)作为物联网的研究领域之一,在分布式网络环境下得到了积极的研究。本文提出了一种多智能体系统节能任务分配策略(E2T-MAS),以最大化多智能体系统在分布式网络上的生命周期。提出的E2T-MAS不仅实现了高效节能的任务分配,而且在剩余能量和分布式多智能体链路容量方面实现了高效的通信功率控制。通过性能比较,验证了所提出的方案公平地分配了智能体之间的能量消耗,并在给定的时间约束下最大化了系统中MAS的寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Efficient Task allocation for Distributed Multi-agent System
According to increase flexibility and capability of devices by development of processing and communication abilities, a multi-agent system (MAS), which is one of the internet of things area, has been actively researched for distributed network environment. In this work, we present a strategy named energy efficient task allocation for multi-agent system (E2T-MAS) in order to maximize the lifetime of MAS over the distributed network. The proposed E2T-MAS obtains not only the energy efficient task allocation but also an efficient communication power control with respect to residual energy and the link capacity of distributed multiple agents. Through the performance comparison, it is verified that the proposed scheme fairly distributes the energy consumption over the agents, and maximizes the lifetime of the MAS for a given time constraint in the system.
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