Combining Machine Learning and Formal Methods for Complex Systems Design

S Silvetti - 2018 - air.uniud.it
During the last 20 years, model-based design has become a standard practice in many
fields such as automotive, aerospace engineering, systems and synthetic biology. This …

Επιδιόρθωση συστημάτων μεταβάσεων μέσω αφαίρεσης

Γ Χατζηελευθερίου - 2018 - didaktorika.gr
Έστω ένα σύστημα μεταβάσεων Μ και μια ιδιότητα φ, το πρόβλημα του ελέγχου μοντέλου
είναι να ελέγξουμε αν το μοντέλο Μ ικανοποιεί την ιδιότητα φ. Μια επέκταση του …

[PDF][PDF] 3.2 Shield Synthesis

R Bloem - Machine Learning and Model Checking Join Forces - drops.dagstuhl.de
Shield synthesis is an approach to enforce safety properties at runtime. A shield monitors the
system and corrects any erroneous output values instantaneously. The shield deviates from …

[PDF][PDF] The Examination of Shall Be Impossible Situations for Verification During Execution

R Seinauskas - American Journal of Computer Science and …, 2018 - researchgate.net
Runtime verification is looking for violations of the properties of the system functioning.
Finding and describing the system properties that indicate behavioural disorders is a …

Noise and prediction in molecular systems

L Laurenti - 2018 - ora.ox.ac.uk
Living systems are inherently stochastic and operate in a noisy environment: in single cells,
reactions that involve low numbers of molecules generate stochastic fluctuations that …

[PDF][PDF] The QUANTICOL software tool suite for modelling smart cities (Final)

V Ciancia, D Latella, M Massink - openportal.isti.cnr.it
This deliverable is an account of the QUANTICOL software tool suite, with application to the
smart city scenarios studied in the project. While Deliverable D4. 3 focuses on the CARMA …

A logic-based approach to specify and design spatio-temporal behaviours of complex systems

L Nenzi - 2016 - e-theses.imtlucca.it
Models of complex systems, composed of many heterogeneous interacting components, are
challenging to analyse, due to the size and complexity of the network of interactions among …

[PDF][PDF] The HARMONIA Project: Hardware Monitoring for Automotive Systems-of-Systems

S Jaksic, K Selyunin - signal processing, 2016 - researchgate.net
The verification of complex mixed-signal integrated circuit products in the automotive
industry accounts for around 60%–70% of the total development time. In such scenario, any …

Enforcement of (Timed) Properties with Uncontrollable Events

T Jéron, H Marchand - Theoretical Aspects of Computing–ICTAC 2015 - Springer
This paper deals with runtime enforcement of untimed and timed properties with
uncontrollable events. Runtime enforcement consists in modifying the executions of a …

Monitoring and Measuring Hybrid Behaviors

A Tutorial - … Verification: 6th International Conference, RV 2015 …, 2015 - books.google.com
Continuous and hybrid behaviors naturally arise from many dynamical systems. In this
tutorial, we present state-of-the-art techniques for qualitative and quantitative reasoning …