计算机辅助多智能体系统工程

Soe-Tsyr Yuan
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引用次数: 0

摘要

当前,多智能体系统(MAS)在业务支持与诊断、电子商务、制造、信息查找与过滤、规划与资源分配、服务集成等领域的应用日益广泛。从这些发展起来的MAS取得的巨大成就来看,我们可以有以下认识:从agent之间的沟通、合作到配置,都需要付出大量的设计努力。这些努力通常与思想或方法是共同的。这些努力也正在成为通用系统开发者开发MAS的“入口障碍”。如果不能很好地管理这些工作,那么最终的MAS可能不会像开发人员期望的那样工作。因此,为了更好地管理MAS的发展,工程方法是必要的。本研究描述了计算机辅助/自动化多智能体系统工程的概念及其对MAS生命周期的需求,然后介绍了Eureka,一个计算机辅助/自动化多智能体系统工程工具,该工具在我所实施,旨在尽可能简化MAS的配置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer aided multi-agent system engineering
Currently, multi-agent systems (MAS) are being used in an increasingly wide variety of application areas, ranging from operational support and diagnosis, electronic commerce, manufacturing, information finding and filtering, planning and resource allocation, and service integration. Observing from these developed MAS that show great achievements, we could have the following realizations: A lot of design efforts have to be paid varying from communication and cooperation to configuration between agents. Such efforts are often in common with respect to the ideas or methodologies. Such efforts are also becoming 'entrance barrier' of the development of MAS for general system developers. In case not managing such effort well, the resulting MAS might not do as the developers expect. As a result, an engineering approach is necessary for better managing of the development of MAS. This study describes the concept of computer aided/automated multi-agent system engineering and its need on the life cycle of MAS, and then presents Eureka, a computer aided/automated multi-agent system engineering tool, which is implemented at our institution and aims to simplify the configuration of MAS as possibly as it can.
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