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An Approach to Model Based Testing of Multiagent Systems

机译:一种基于模型的多主体系统测试方法

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摘要

Autonomous agents perform on behalf of the user to achieve defined goals or objectives. They are situated in dynamic environment and are able to operate autonomously to achieve their goals. In a multiagent system, agents cooperate with each other to achieve a common goal. Testing of multiagent systems is a challenging task due to the autonomous and proactive behavior of agents. However, testing is required to build confidence into the working of a multiagent system. Prometheus methodology is a commonly used approach to design multiagents systems. Systematic and thorough testing of each interaction is necessary. This paper proposes a novel approach to testing of multiagent systems based on Prometheus design artifacts. In the proposed approach, different interactions between the agent and actors are considered to test the multiagent system. These interactions include percepts and actions along with messages between the agents which can be modeled in a protocol diagram. The protocol diagram is converted into a protocol graph, on which different coverage criteria are applied to generate test paths that cover interactions between the agents. A prototype tool has been developed to generate test paths from protocol graph according to the specified coverage criterion.
机译:自治代理代表用户执行以实现已定义的目标。他们位于动态环境中,能够自主运行以实现其目标。在多主体系统中,主体相互合作以实现共同的目标。由于代理的自主和主动行为,测试多代理系统是一项具有挑战性的任务。但是,需要进行测试以建立多代理系统工作的信心。普罗米修斯方法学是设计多主体系统的常用方法。必须对每个交互进行系统和彻底的测试。本文提出了一种基于Prometheus设计工件的多代理系统测试新方法。在提出的方法中,考虑了代理与参与者之间的不同交互以测试多代理系统。这些交互包括代理之间的感知和动作以及消息,可以在协议图中进行建模。协议图被转换为协议图,在协议图上应用不同的覆盖标准以生成覆盖代理之间的交互的测试路径。已经开发了原型工具,可以根据指定的覆盖标准从协议图生成测试路径。

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