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Formal Methods for Industrial Critical Systems [electronic resource] : 27th International Conference, FMICS 2022, Warsaw, Poland, September 14-15, 2022, Proceedings / edited by Jan Friso Groote, Marieke Huisman.

Contributor(s): Groote, Jan Friso [editor.] | Huisman, Marieke [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13487Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: X, 245 p. 79 illus., 53 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031150081.Subject(s): Compilers (Computer programs) | Software engineering | Application software | Artificial intelligence | Computer science | Computer engineering | Computer networks  | Compilers and Interpreters | Software Engineering | Computer and Information Systems Applications | Artificial Intelligence | Theory of Computation | Computer Engineering and NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.45 Online resources: Click here to access online
Contents:
Invited Keynote Talks -- Reinforcement Learning with Guarantees That Hold for Ever -- Supporting Railway Innovations with Formal Modelling and Verification -- Certification -- Formal Monotony Analysis of Neural Networks with Mixed Inputs: An asset for certification -- Generating Domain-specific Interactive Validation Documents -- Deductive Verification of Smart Contracts with Dafny -- Industrial use cases -- Towards Reusable Formal Models for Custom Real-time Operating Systems -- Formal verification of an industrial UML-like model using mCRL2 -- Chemical Case Studies in KeYmaera X -- Analysing Capacity Bottlenecks in Rail Infrastructure by Episode Mining -- Testing and monitoring -- Test Suite Augmentation for Recon gurable PLC Software in the Internet of Production -- Monitoring of Spatio-Temporal Properties with nonlinear SAT solvers -- Model-Based Testing of Internet of Things Protocols -- Methodology -- Formally Verifying Decompositions of Stochastic Specifications -- Verification of Behavior Trees using Linear Constrained Horn Clauses -- A Multi-level Methodology for Behavioral Comparison of SoftwareIntensive Systems.
In: Springer Nature eBookSummary: This book constitutes the proceedings of the 27th International Conference on Formal Methods for Industrial Critical Systems, FMICS 2022, which took place in Warsaw, Poland, in September 2022. The 13 full papers included in this book were carefully reviewed and selected from 22 submissions. They were organized in topical sections as follows: Certification; industrial use cases; testing and monitoring; and methodology.
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Invited Keynote Talks -- Reinforcement Learning with Guarantees That Hold for Ever -- Supporting Railway Innovations with Formal Modelling and Verification -- Certification -- Formal Monotony Analysis of Neural Networks with Mixed Inputs: An asset for certification -- Generating Domain-specific Interactive Validation Documents -- Deductive Verification of Smart Contracts with Dafny -- Industrial use cases -- Towards Reusable Formal Models for Custom Real-time Operating Systems -- Formal verification of an industrial UML-like model using mCRL2 -- Chemical Case Studies in KeYmaera X -- Analysing Capacity Bottlenecks in Rail Infrastructure by Episode Mining -- Testing and monitoring -- Test Suite Augmentation for Recon gurable PLC Software in the Internet of Production -- Monitoring of Spatio-Temporal Properties with nonlinear SAT solvers -- Model-Based Testing of Internet of Things Protocols -- Methodology -- Formally Verifying Decompositions of Stochastic Specifications -- Verification of Behavior Trees using Linear Constrained Horn Clauses -- A Multi-level Methodology for Behavioral Comparison of SoftwareIntensive Systems.

This book constitutes the proceedings of the 27th International Conference on Formal Methods for Industrial Critical Systems, FMICS 2022, which took place in Warsaw, Poland, in September 2022. The 13 full papers included in this book were carefully reviewed and selected from 22 submissions. They were organized in topical sections as follows: Certification; industrial use cases; testing and monitoring; and methodology.

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