多智能体系统动力学建模:基于图语义的方法

A. Sarkar
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引用次数: 11

摘要

角色、协作和交互的建模是分析和设计有效的多智能体系统动力学的关键问题。本文提出了一种基于图的规范,称为多智能体系统架构图(MASAG),以对MAS的这些动态方面进行建模。MASAG包括Agent Collaboration Graph和Agent Interaction Graph两个组件,分别用于分析和设计基于角色的Agent协作和Agent交互。MASAG组件的几个特性表明,该方法对于设计复杂的面向智能体系统相关的各种动态方面是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling multi-agent system dynamics: Graph semantic based approach
Modeling of Roles, Collaborations and Interactions are most crucial issues towards analysis and design of effective Multi-Agent System (MAS) dynamics. In this paper, a graph-based specification called, Multi-Agent System Architecture Graph (MASAG) has been proposed to model such dynamic aspects of MAS. MASAG includes two components, namely, Agent Collaboration Graph and Agent Interaction Graph towards analysis and design of role-based agent collaborations and agent interactions respectively. Several properties of MASAG components shows that the proposed approach will be effective towards the design of varieties of dynamic facets related to the design of complex agent oriented system.
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