Handbook of theoretical computer science (vol. B)
Model checking
Information Processing Letters
Modeling Dynamic Phenomena in Molecular and Cellular Biology
Modeling Dynamic Phenomena in Molecular and Cellular Biology
Symbolic Model Checking of Biochemical Networks
CMSB '03 Proceedings of the First International Workshop on Computational Methods in Systems Biology
Modeling and querying biomolecular interaction networks
Theoretical Computer Science - Special issue: Computational systems biology
Completely Derandomized Self-Adaptation in Evolution Strategies
Evolutionary Computation
System Modeling in Cellular Biology: From Concepts to Nuts and Bolts
System Modeling in Cellular Biology: From Concepts to Nuts and Bolts
Robustness analysis and tuning of synthetic gene networks
Bioinformatics
Using probabilistic model checking in systems biology
ACM SIGMETRICS Performance Evaluation Review
From Reaction Models to Influence Graphs and Back: A Theorem
FMSB '08 Proceedings of the 1st international workshop on Formal Methods in Systems Biology
On temporal logic constraint solving for analyzing numerical data time series
Theoretical Computer Science
Robust sampling for MITL specifications
FORMATS'07 Proceedings of the 5th international conference on Formal modeling and analysis of timed systems
AMT: a property-based monitoring tool for analog systems
FORMATS'07 Proceedings of the 5th international conference on Formal modeling and analysis of timed systems
A unifying framework for modelling and analysing biochemical pathways using Petri nets
CMSB'07 Proceedings of the 2007 international conference on Computational methods in systems biology
Temporal logic constraints in the biochemical abstract machine BIOCHAM
LOPSTR'05 Proceedings of the 15th international conference on Logic Based Program Synthesis and Transformation
Probabilistic model checking of complex biological pathways
CMSB'06 Proceedings of the 2006 international conference on Computational Methods in Systems Biology
Analysis of signalling pathways using continuous time markov chains
Transactions on Computational Systems Biology VI
Machine learning biochemical networks from temporal logic properties
Transactions on Computational Systems Biology VI
Robustness of temporal logic specifications
FATES'06/RV'06 Proceedings of the First combined international conference on Formal Approaches to Software Testing and Runtime Verification
CMSB '09 Proceedings of the 7th International Conference on Computational Methods in Systems Biology
CMSB '09 Proceedings of the 7th International Conference on Computational Methods in Systems Biology
Robust satisfaction of temporal logic over real-valued signals
FORMATS'10 Proceedings of the 8th international conference on Formal modeling and analysis of timed systems
A Model and Analysis of the AKAP Scaffold
Electronic Notes in Theoretical Computer Science (ENTCS)
Component-based construction of bio-pathway models: The parameter estimation problem
Theoretical Computer Science
S-taliro: a tool for temporal logic falsification for hybrid systems
TACAS'11/ETAPS'11 Proceedings of the 17th international conference on Tools and algorithms for the construction and analysis of systems: part of the joint European conferences on theory and practice of software
Refining dynamics of gene regulatory networks in a stochastic π-calculus framework
Transactions on computational systems biology XIII
Falsification of temporal properties of hybrid systems using the cross-entropy method
Proceedings of the 15th ACM international conference on Hybrid Systems: Computation and Control
Computational modeling and verification of signaling pathways in cancer
ANB'10 Proceedings of the 4th international conference on Algebraic and Numeric Biology
Parametric identification of temporal properties
RV'11 Proceedings of the Second international conference on Runtime verification
CMSB'12 Proceedings of the 10th international conference on Computational Methods in Systems Biology
Using workflows in M&S software
Proceedings of the Winter Simulation Conference
Trend-Based analysis of a population model of the AKAP scaffold protein
Transactions on Computational Systems Biology XIV
Probabilistic Temporal Logic Falsification of Cyber-Physical Systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Efficient robust monitoring for STL
CAV'13 Proceedings of the 25th international conference on Computer Aided Verification
Temporal Logics for Phylogenetic Analysis via Model Checking
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
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Finding mathematical models satisfying a specification built from the formalization of biological experiments, is a common task of the modeller that techniques like model-checking help solving, in the qualitative but also in the quantitative case. In this article we propose to go one step further by defining a continuous degree of satisfaction of a temporal logic formula with constraints. We show how such a satisfaction measure can be used as a fitness function with state-of-the-art search methods in order to find biochemical kinetic parameter values satisfying a set of biological properties formalized in temporal logic. We also show how it can be used to define a measure of robustness of a biological model with respect to some specification. These methods are evaluated on models of the cell cycle and of the MAPK signalling cascade.