Book chapter

Title:
Logic-Based Modeling of Information Transfer in Cyber-Physical Multi-Agent Systems
Authors:
Christian Kroiss, Tomáš Bureš
Publication:
Nature of Computation and Communication: International Conference, ICTCC 2014, Ho Chi Minh City, Vietnam, November 24-25, 2014, Revised Selected Papers
Year:
2015
ISBN:
978-3-319-15392-6
Link:

Abstract:
In modeling multi-agent systems, the structure of their communication is typically one of the most important aspects, especially for systems that strive toward self-organization or collaborative adaptation. Traditionally, such structures have often been described using logic-based approaches as they provide a formal foundation for many verification methods. However, these formalisms are typically not well suited to reflect the stochastic nature of communication in a cyber-physical setting. In particular, their level of abstraction is either too high to provide sufficient accuracy or too low to be practicable in more complex models. Therefore, we propose an extension of the logic-based modeling language SALMA, which we have introduced recently, that provides adequate high-level constructs for communication and data propagation, explicitly taking into account stochastic delays and errors. In combination with SALMAś tool support for simulation and statistical model checking, this creates a pragmatic approach for verification and validation of cyber-physical multi-agent systems.

BibTeX:
@incollection{kroiss_logicbased_2015,
    title = {{Logic-Based Modeling of Information Transfer in Cyber-Physical Multi-Agent Systems}},
    author = {Kroiss, Christian and Bureš, Tomáš},
    year = {2015},
    booktitle = {{Nature of Computation and Communication: International Conference, ICTCC 2014, Ho Chi Minh City, Vietnam, November 24-25, 2014, Revised Selected Papers}},
    editor = {Vinh, Phan Cong and Vassev, Emil and Hinchey, Mike},
    publisher = {Springer International Publishing},
    location = {Cham},
    doi = {10.1007/978-3-319-15392-6_5},
    isbn = {978-3-319-15392-6},
    pages = {42--52},
    url = {https://doi.org/10.1007/978-3-319-15392-6_5},
}