Automata, Languages, and Programming
40th International Colloquium, ICALP 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part II
within Marta Kwiatkowska
Chapter and Conference Paper
In this paper we consider the problem of computing the minimum expected time to reach a target and the synthesis of the corresponding optimal controller for a probabilistic timed automaton (PTA). Although this...
Aleksandra Jovanović, Marta Kwiatkowska… in Formal Modeling and Analysis of Timed Syst… (2015)
Chapter and Conference Paper
Stochastic evolution of Chemical Reactions Networks (CRNs) over time is usually analysed through solving the Chemical Master Equation (CME) or performing extensive simulations. Analysing stochasticity is often...
Luca Cardelli, Marta Kwiatkowska, Luca Laurenti in Computational Methods in Systems Biology (2015)
Chapter and Conference Paper
Quantitative analysis of Markov models typically proceeds through numerical methods or simulation-based evaluation. Since the state space of the models can often be large, exact or approximate state aggregatio...
Alessandro Abate, Luboš Brim, Milan Češka, Marta Kwiatkowska in Computer Aided Verification (2015)
Chapter and Conference Paper
We consider the problem of automatically finding safe and robust values of timing parameters of cardiac pacemaker models so that a quantitative objective, such as the pacemaker energy consumption or its cardia...
Marta Kwiatkowska, Alexandru Mereacre, Nicola Paoletti… in Hybrid Systems Biology (2015)
Chapter
This paper concerns labelled Markov processes (LMPs), probabilistic models over uncountable state spaces originally introduced by Prakash Panangaden and colleagues. Motivated by the practical application of th...
Alessandro Abate, Marta Kwiatkowska… in Horizons of the Mind. A Tribute to Prakash… (2014)
Chapter and Conference Paper
Embedded software is at the heart of implantable medical devices such as cardiac pacemakers, and rigorous software design methodologies are needed to ensure their safety and reliability. This paper gives an ov...
Marta Kwiatkowska, Alexandru Mereacre… in Leveraging Applications of Formal Methods,… (2014)
Chapter and Conference Paper
Verification algorithms for networks of nonlinear hybrid automata (HA) can aid us understand and control biological processes such as cardiac arrhythmia, formation of memory, and genetic regulation. We present...
Zhenqi Huang, Chuchu Fan, Alexandru Mereacre, Sayan Mitra… in Computer Aided Verification (2014)
Chapter and Conference Paper
Design of autonomous systems is facilitated by automatic synthesis of correct-by-construction controllers from formal models and specifications. We focus on stochastic games, which can model the interaction wi...
Nicolas Basset, Marta Kwiatkowska, Clemens Wiltsche in CONCUR 2014 – Concurrency Theory (2014)
Chapter and Conference Paper
We propose a method to synthesise optimal values of timing parameters for probabilistic timed automata, in the sense that the probability of reaching some set of states is either maximised or minimised. Our fi...
Aleksandra Jovanović, Marta Kwiatkowska in Reachability Problems (2014)
Chapter and Conference Paper
We propose novel controller synthesis techniques for probabilistic systems modelled using stochastic two-player games: one player acts as a controller, the second represents its environment, and probability is...
Klaus Dräger, Vojtěch Forejt… in Tools and Algorithms for the Construction … (2014)
Chapter and Conference Paper
We present a general framework for applying machine-learning algorithms to the verification of Markov decision processes (MDPs). The primary goal of these techniques is to improve performance by avoiding an ex...
Tomáš Brázdil, Krishnendu Chatterjee… in Automated Technology for Verification and … (2014)
Chapter and Conference Paper
We consider the problem of synthesising rate parameters for stochastic biochemical networks so that a given time-bounded CSL property is guaranteed to hold, or, in the case of quantitative properties, the prob...
Milan Češka, Frits Dannenberg… in Computational Methods in Systems Biology (2014)
Article
Ubiquitous computing is a vision of computing in which the computer disappears from view and becomes embedded in our environment, in the equipment we use, in our clothes, and even in our body. Everyday objects...
Marta Kwiatkowska in Computer Science - Research and Development (2013)
Article
Christel Baier, Marta Kwiatkowska in Formal Methods in System Design (2013)
Article
We present automatic verification techniques for the modelling and analysis of probabilistic systems that incorporate competitive behaviour. These systems are modelled as turn-based stochastic multi-player gam...
Taolue Chen, Vojtěch Forejt, Marta Kwiatkowska… in Formal Methods in System Design (2013)
Book and Conference Proceedings
40th International Colloquium, ICALP 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part II
Fedor V. Fomin, Rūsiņš Freivalds… in Lecture Notes in Computer Science (2013)
Book and Conference Proceedings
40th International Colloquium, ICALP 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part I
Fedor V. Fomin, Rūsiņš Freivalds… in Lecture Notes in Computer Science (2013)
Chapter and Conference Paper
Probabilistic verification techniques have been proposed for runtime analysis of adaptive software systems, with the verification results being used to steer the system so that it satisfies certain Quality-of-...
Vojtěch Forejt, Marta Kwiatkowska, David Parker, Hongyang Qu… in Runtime Verification (2013)
Chapter and Conference Paper
We present PRISM-games, a model checker for stochastic multi-player games, which supports modelling, automated verification and strategy synthesis for probabilistic systems with competitive or cooperative beha...
Taolue Chen, Vojtěch Forejt… in Tools and Algorithms for the Construction … (2013)
Chapter and Conference Paper
Probabilistic model checking is an automated technique to verify whether a probabilistic system, e.g., a distributed network protocol which can exhibit failures, satisfies a temporal logic property, for exampl...
Marta Kwiatkowska, David Parker in Automated Technology for Verification and Analysis (2013)