Abstraction-Based Parameter Synthesis for Multiaffine Systems

Abstract : Multiaffine hybrid automata (MHA) represent a powerful formalism to model complex dynamical systems. This formalism is particularly suited for the representation of biological systems which often exhibit highly non-linear behavior. In this paper, we consider the problem of parameter identification for MHA. We present an abstraction of MHA based on linear hybrid automata, which can be analyzed by the SpaceEx model checker. This abstraction enables a precise handling of time-dependent properties. We demonstrate the potential of our approach on a model of a genetic regulatory network and a myocyte model.
Type de document :
Communication dans un congrès
11th International Haifa Verification Conference, HVC 2015, Haifa, Israel, November 17-19, 2015, Proceedings, Nov 2015, Haifa, Israel. Springer International Publishing, Hardware and Software: Verification and Testing, 11, pp.19-35, 〈10.1007/978-3-319-26287-1_2〉
Liste complète des métadonnées

Littérature citée [17 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01242371
Contributeur : Gregory Batt <>
Soumis le : vendredi 11 décembre 2015 - 23:06:19
Dernière modification le : vendredi 25 mai 2018 - 12:02:07
Document(s) archivé(s) le : samedi 29 avril 2017 - 11:45:04

Fichier

bogomolov-et-al-hvc2015.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

Citation

Sergiy Bogomolov, Christian Schilling, Ezio Bartocci, Gregory Batt, Hui Kong, et al.. Abstraction-Based Parameter Synthesis for Multiaffine Systems. 11th International Haifa Verification Conference, HVC 2015, Haifa, Israel, November 17-19, 2015, Proceedings, Nov 2015, Haifa, Israel. Springer International Publishing, Hardware and Software: Verification and Testing, 11, pp.19-35, 〈10.1007/978-3-319-26287-1_2〉. 〈hal-01242371〉

Partager

Métriques

Consultations de la notice

138

Téléchargements de fichiers

93