Cooperation Mechanism for Team-Work based Multi-Agent System in Dynamic Scheduling through Meta-Heuristics

A. Madureira, N. Gomes, J. Santos, C. Ramos
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引用次数: 21

Abstract

This paper describes a multi-agent scheduling system that assumes the existence of several machines agents (which are decision-making entities) distributed inside the manufacturing system that interact and cooperate with other agents in order to obtain optimal or near-optimal global performances. Agents have to manage their internal behaviors and their relationships with other agents via cooperative negotiation in accordance with business policies defined by the user manager. Some multi-agent systems (MAS) organizational aspects are considered. An original cooperation mechanism for a team-work based architecture is proposed to address dynamic scheduling using meta-heuristics.
基于元启发式的多智能体动态调度协同机制
本文描述了一个多智能体调度系统,该系统假设在制造系统中存在多个机器智能体(决策实体),它们与其他智能体相互作用和合作,以获得最优或接近最优的全局性能。代理必须按照用户经理定义的业务策略,通过合作协商来管理自己的内部行为和与其他代理的关系。考虑了一些多智能体系统(MAS)的组织方面。提出了一种新颖的基于团队工作架构的协作机制,利用元启发式方法解决动态调度问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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