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Numerical Software Verification [electronic resource] : 12th International Workshop, NSV 2019, New York City, NY, USA, July 13-14, 2019, Proceedings / edited by Majid Zamani, Damien Zufferey.

Contributor(s): Zamani, Majid [editor.] | Zufferey, Damien [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 11652Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 1st ed. 2019.Description: XV, 145 p. 68 illus., 42 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030284237.Subject(s): Computer science | Software engineering | Artificial intelligence | Computers | Professions | Computer Science Logic and Foundations of Programming | Software Engineering | Artificial Intelligence | The Computing ProfessionAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.0151 Online resources: Click here to access online
Contents:
Tutorials -- Correctness and Optimality for Control Systems -- Modeling, Control, and Verification of an Automated Transport System -- Formal Methods for Highly Automated Driving Applications -- Trust, Resilience and Interpretability of AI Models -- Reinforcement Learning and Formal Requirements -- Contributed Papers -- An Evaluation of Monte-Carlo Tree Search for Property Falsification on Hybrid Flight Control Laws -- Rigorous Continuous Evolution of Uncertain Systems -- Stochastic Local Search for Solving Floating-Point Constraints -- Evaluating Branching Heuristics in Interval Constraint Propagation for Satisfiability -- Approximate Probabilistic Relations for Compositional Abstractions of Stochastic Systems -- Polytopic Trees for Verification of Learning-Based Controllers -- Mutant Accuracy Testing for Assessing the Implementation of Numerical Algorithms.
In: Springer Nature eBookSummary: This book constitutes the proceedings of the 12th International Workshop on Numerical Software Verification, NSV 2019, held in New York City, NY, USA, in July 2019 - colocated with the International Conference on Computer Aided Verification, CAV 2019. The 5 full papers presented together with 2 short papers, 3 abstracts of invited talks, and 2 tutorial papers were carefully reviewed and selected from numerous submissions. The NSV 2017 workshop is dedicated to the development of logical and mathematical techniques for the reasoning about programmability and reliability.
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Tutorials -- Correctness and Optimality for Control Systems -- Modeling, Control, and Verification of an Automated Transport System -- Formal Methods for Highly Automated Driving Applications -- Trust, Resilience and Interpretability of AI Models -- Reinforcement Learning and Formal Requirements -- Contributed Papers -- An Evaluation of Monte-Carlo Tree Search for Property Falsification on Hybrid Flight Control Laws -- Rigorous Continuous Evolution of Uncertain Systems -- Stochastic Local Search for Solving Floating-Point Constraints -- Evaluating Branching Heuristics in Interval Constraint Propagation for Satisfiability -- Approximate Probabilistic Relations for Compositional Abstractions of Stochastic Systems -- Polytopic Trees for Verification of Learning-Based Controllers -- Mutant Accuracy Testing for Assessing the Implementation of Numerical Algorithms.

This book constitutes the proceedings of the 12th International Workshop on Numerical Software Verification, NSV 2019, held in New York City, NY, USA, in July 2019 - colocated with the International Conference on Computer Aided Verification, CAV 2019. The 5 full papers presented together with 2 short papers, 3 abstracts of invited talks, and 2 tutorial papers were carefully reviewed and selected from numerous submissions. The NSV 2017 workshop is dedicated to the development of logical and mathematical techniques for the reasoning about programmability and reliability.

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