Model checking for distributed reaction systems with temporal-epistemic properties




Meski, Artur; Koutny, Maciej; Mikulski, Łukasz; Petre, Ion; Penczek, Wojciech; Piatkowski, Marcin

PublisherSpringer Nature

2025

 Natural Computing

1567-7818

1572-9796

DOIhttps://doi.org/10.1007/s11047-025-10044-7

https://doi.org/10.1007/s11047-025-10044-7

https://research.utu.fi/converis/portal/detail/Publication/505447385



Reaction systems are a model of computation inspired by the biochemistry exhibited by living cells. This paper introduces the notion of agency as an extension to the reaction systems formalism, leading to distributed reaction systems. Adding agents in the reaction systems setting, allows for the natural modelling and representation of multi-agent and distributed systems. To support the specification of temporal-epistemic properties of distributed reaction systems, we introduce the logic rsctlk and present experimental results of its associated model checking procedure run on a biological benchmark of within-cell signal transduction networks. The experimental results are encouraging despite the complexity of the rsctlk  model checking problem that is shown to be pspace -complete.


Last updated on 20/02/2026 08:19:27 AM