A Framework for Decentralized Qualitative Model-Based Diagnosis
Abstract
In this paper we propose a framework for decentralized model-based diagnosis of complex systems modeled with qualitative constraints and whose models are distributed among their subsystems. We assume that Local Diagnosers are associated with subsystems and are coordinated by a Supervisor which acts as the diagnoser for the complex system. The Local Diagnosers and the Supervisor communicate via a standard interface and share a common modeling ontology. In this diagnostic architecture, connections between subsystems only need to be known at runtime, thus allowing for dynamic (re)configuration of the system. The approach is designed to compute partial hypotheses in order to avoid unnecessary queries to Local Diagnosers.
Cite
Text
Console et al. "A Framework for Decentralized Qualitative Model-Based Diagnosis." International Joint Conference on Artificial Intelligence, 2007.Markdown
[Console et al. "A Framework for Decentralized Qualitative Model-Based Diagnosis." International Joint Conference on Artificial Intelligence, 2007.](https://mlanthology.org/ijcai/2007/console2007ijcai-framework/)BibTeX
@inproceedings{console2007ijcai-framework,
title = {{A Framework for Decentralized Qualitative Model-Based Diagnosis}},
author = {Console, Luca and Picardi, Claudia and Dupré, Daniele Theseider},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2007},
pages = {286-291},
url = {https://mlanthology.org/ijcai/2007/console2007ijcai-framework/}
}