基于Agent的建模与仿真概念化框架

Research on Conceptual Framework for Agent-Based Modeling and Simulation

基于Agent的建模与仿真(ABMS)是面向复杂系统的建模与仿真方法学。提出了基于Agent的建模与仿真概念化框架,重点对该框架中Agent模型的概念及模型转化、ABMS综合环境以及模型校核与验证等相关研究内容进行了阐述。结合该框架,对Agent、消息、复杂系统及基于Agent的仿真进行了形式化描述。最后,提出了一个基于Agent的建模与分布式仿真软件框架,介绍了该框架的主要组成部件,并对实现该框架的相关技术以及正在开展的工作进行了介绍。

Agent-based Modeling and Simulation (ABMS) is the methodology for complex systems. The conceptual framework for ABMS was proposed firstly. What’s more,some concepts relevant to the framework such as the agent models, integrated modeling and simulation environment for ABMS, and model verification and validation, were expounded. The formal specification for agent ,message, complex systems, agent-based simulation for complex systems,were proposed. Finally, a software framework for agent-based modeling and distributed simulation was put forward. The components of the software framework were also analyzed and the works on the implementation of the software framework were introduced.