基于agent的独特机械系统建模方法研究

O. Nikolaychuk, A. Pavlov, A. Stolbov
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引用次数: 3

摘要

本文讨论了与MDD相关的基于代理的建模方法,该方法在整个设计过程中提供了模型元素的四层表示。该方法建议将基于智能体的仿真模型(ABSM)的结构和行为描述分为领域独立和领域特定两个部分。这意味着没有预定义的ABSM结构,对于某些特定问题领域具有适当知识和技能的专家可以创建它们。通过实例说明了该方法在关键基础设施应急管理中的应用,描述了ABSM的开发过程,用于解决机械系统独特状态识别和预测问题。关键词:基于agent的建模,模型驱动开发,知识系统
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Agent-Based Modeling Method For The Study Of Unique Mechanical Systems
The article discusses the MDD related agentbased modeling method that provides a four-level representation of the model elements throughout the design process. In the proposed method it is suggested to separate the description of the agent-based simulation model (ABSM) structure and behavior into domain independent and domainspecific parts. It means that there are no predefined structures of ABSM and the experts with appropriate knowledge and skills for some specific problem areas can create them. The application of the proposed method for contingency management in critical infrastructures is shown on the illustrative example that describes ABSM development process for solving problems of the unique mechanical systems states identification and forecasting. Keywords—Agent-Based Modeling, Model-Driven Development, Knowledge-Based System
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