Hybrid Multi-Agent Architecture (HMAA) for meeting scheduling

Serein Al-Ratrout, F. Siewe, Omar Al-Dabbas, M. AL-Fawair
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引用次数: 1

Abstract

This paper presents a novel multi-agent architecture for meeting scheduling. The proposed architecture is a new Hybrid Multi-Agent Architecture (HMAA) that generates new heuristics for solving NP-hard problems. Moreover, the paper investigates the feasibility of running computationally intensive algorithms on multi-agent architectures while preserving the ability of small agents to run on small devices, including mobile devices. Three experimental groups are conducted in order to test the feasibility of the proposed architecture. The results show that the performance of the proposed architecture is better than those of many existing meeting scheduling frameworks. Moreover, it has been proved that HMAA preserves small agents' mobility (i.e. the ability to run on small devices) while implementing evolutionary algorithms
HMAA (Hybrid Multi-Agent Architecture),用于会议调度
提出了一种新的多智能体会议调度体系结构。提出的体系结构是一种新的混合多智能体体系结构(HMAA),它为求解np困难问题产生了新的启发式方法。此外,本文还研究了在多智能体架构上运行计算密集型算法的可行性,同时保留了小型智能体在小型设备(包括移动设备)上运行的能力。为了测试所提出的架构的可行性,进行了三个实验组。结果表明,该架构的性能优于现有的许多会议调度框架。此外,已经证明HMAA在实现进化算法的同时保留了小型代理的移动性(即在小型设备上运行的能力)
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