학술논문

Runtime Verification of Multi-Agent Self-Adaptive System
Document Type
Conference
Source
2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD) Computer Supported Cooperative Work in Design (CSCWD), 2021 IEEE 24th International Conference on. :12-17 May, 2021
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Transportation
Adaptation models
Runtime
Uncertainty
Conferences
Computational modeling
Inspection
Probabilistic logic
self-adaptive
multi-agent
runtime
verification
formal
Language
Abstract
Self-adaptive system (SAS) used in the field needs to comply with strict quality requirements. In order to study the adaptation of multi-agent system to dynamic changes at runtime, an adaptive runtime verification method based on multi-agent system is proposed. The characteristic of this method is to convert the environmental impact factors in the multi-agent system into a probabilistic form, and perform runtime verification in a formal way to enable the system to regulate itself. The use of the method is discussed through a real case. The experimental results show that the method is suitable for an adaptive system with multiple agents.