Formal Analysis of Medical Systems using Multi-Agent Systems with Information Sharing

IF 0.2 Q4 COMPUTER SCIENCE, THEORY & METHODS
Bogdan Aman, Gabriel Ciobanu
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引用次数: 0

Abstract

Improving safety is a main objective for medical systems. To assist the modelling and formal analysis of medical systems, we define a language for multi-agent systems handling information, timed communication, and timed migration. We use a simplified airway laser surgery scenario to demonstrate our approach. An implementation in Maude is presented; we use the strategies allowed by Maude to guide the rules application in order to decrease substantially the number of possible executions and results in the highly nondeterministic and concurrent multi-agent systems. Finally, we present how the executable specifications can be verified with the model-checking tools in Maude to detect the behavioural problems or desired properties of the~agents.
利用信息共享多代理系统对医疗系统进行形式分析
提高安全性是医疗系统的主要目标。为了帮助医疗系统的建模和形式分析,我们为处理信息、定时通信和定时迁移的多代理系统定义了一种语言。我们使用一个简化的气道激光手术场景来演示我们的方法。我们使用 Maude 允许的策略来指导规则的应用,以大幅减少高度非确定性和并发多代理系统中可能的执行次数和结果。最后,我们介绍了如何利用 Maude 中的模型检查工具验证可执行规范,以检测行为问题或代理的预期属性。
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来源期刊
Computer Science Journal of Moldova
Computer Science Journal of Moldova COMPUTER SCIENCE, THEORY & METHODS-
CiteScore
0.80
自引率
0.00%
发文量
0
审稿时长
16 weeks
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