The Interaction Interface Between the Model and the Observer Agent in the Simulation System

Kirill V. Tkachev
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Abstract

From the point of view of the problem, the most difficult thing is to separate the model from the task for the experiment. The main thing in this approach is the separation of variables into observable and variable. The observing agent checks the achievement of the stated goals and conditions of the experiment and makes decisions about changes in the variables and / or strategy of the model. A software interface is used to link the model and agent. The model contains potentially observable and variable variables in accordance with a specific task. Variable parameters are usually selected those that are responsible for the behavior of the model (characteristics and parameters of agents). In the interaction of the agent and the model, we consider an interface that will be easy to manage and as informative as possible. It was revealed that with frequent updating of the observed parameters, the model execution time significantly increases. For optimal performance, it is necessary to determine the time intervals with which the values in the interface will be updated.
仿真系统中模型与观测器Agent的交互接口
从问题的角度来看,最困难的事情是将模型与实验任务分开。这种方法的主要特点是将变量分离为可观察变量和可变变量。观察代理检查既定目标和实验条件的实现情况,并对变量和/或模型策略的变化做出决策。通过软件接口将模型与agent连接起来。该模型根据特定任务包含潜在的可观察变量和可变变量。变量参数通常选择那些负责模型行为的参数(代理的特征和参数)。在智能体和模型的交互中,我们考虑一个易于管理和尽可能提供信息的接口。结果表明,随着观测参数的频繁更新,模型的执行时间显著增加。为了获得最佳性能,有必要确定更新接口中的值的时间间隔。
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