一种等级式的多主体仿真框架

基于多主体的建模和仿真已经被广泛地应用到了复杂系统所涉及到的各个领域，系统中智能主体的实现直接影响系统的性能和仿真结果的有效性。本文通过分析反应主体和慎思主体，指出其各自的优点和缺陷，结合复杂系统仿真的实际情况，提出融合两种主体的多主体系统框架，并对实现中的关键问题给出了详细说明。

A Ranked Multi-Agent-Based Simulation Framework

Multi-agent-based modeling and simulation has been applied in various fields involved in complex system research. The realization of intelligent agents in complex systems influences the performance and result of simulation directly. In this paper we analyze the reactive agent and the deliberative agent, point out the merits and demerits of each agent. According to the characteristics of the simulation of complex systems, a framework for the multi-agent system which integrates two types of agents is proposed, and the critical problems in the implementation are discussed.