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245 1 0 _aNASA Formal Methods
_h[electronic resource] :
_b15th International Symposium, NFM 2023, Houston, TX, USA, May 16–18, 2023, Proceedings /
_cedited by Kristin Yvonne Rozier, Swarat Chaudhuri.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXIII, 490 p. 149 illus., 89 illus. in color.
_bonline resource.
336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13903
505 0 _aNon-linear Activation Functions -- Open and Closed-Loop Neural Network Verification using Polynomial Zonotopes -- Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations -- Formalizing Piecewise Affne Activation Functions of Neural Networks in Coq -- Verifying an Aircraft Collision Avoidance Neural Network with Marabou -- Strategy Synthesis in Markov Decision Processes Under Limited Sampling Access -- Learning Symbolic Timed Models from Concrete Timed Data -- Reward Shaping from Hybrid Systems Models in Reinforcement Learning -- Conservative Safety Monitors of Stochastic Dynamical Systems -- Code-level Formal Verification of Ellipsoidal Invariant Sets for Linear Parameter-Varying Systems -- Reasoning with Metric Temporal Logic and Resettable Skewed Clocks -- Formal Guarantees for Centralized Multi-Agent Synthesis with Spatial Constraints via Mixed-Integer Quadratic Programming -- A Framework for Policy Based Negotiation -- Rewrite-Based Decomposition of Signal Temporal Logic Specifications -- Quantitative Verification and Strategy Synthesis for BDI Agents -- Multi-Objective Task Assignment and Multiagent Planning with Hybrid GPU-CPU Acceleration -- Reasoning over Test Specifications using Assume-Guarantee Contracts -- Formally Proved Memory Controllers: From the Standards to Silicon -- Formalising Liveness Properties in Event-B with the Reflexive EB4EB Framework -- Formalized High Level Synthesis with Applications to Cryptographic Hardware -- From Natural Language Requirements to the Verification of Programmable Logic Controllers: Integrating FRET into PLCverif -- Automata-Based Software Model Checking of Hyperproperties -- Condition Synthesis Realizability via Constrained Horn Clauses -- A Toolkit for Automated Testing of Dafny -- Verified ALL(*) Parsing with Semantic Actions and Dynamic Input Validation -- Subtropical Satisfiability for SMT Solving -- A Linear Weight Transfer Rule for Local Search -- 1.1 : Zero-suppressed Decision Diagrams in External Memory -- Satisfiability of Non-Linear Transcendental Arithmetic as a Certificate Search Problem.
520 _aThis book constitutes the proceedings of the 15th International Symposium on NASA Formal Methods, NFM 2023, held in Houston, Texas, USA, during May 16-18, 2023. The 26 full and 3 short papers presented in this volume were carefully reviewed and selected from 75 submissions. The papers deal with advances in formal methods, formal methods techniques, and formal methods in practice. .
650 0 _aSoftware engineering.
650 0 _aComputer science.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aArtificial intelligence.
650 0 _aComputer simulation.
650 1 4 _aSoftware Engineering.
650 2 4 _aTheory of Computation.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Modelling.
700 1 _aRozier, Kristin Yvonne.
_eeditor.
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700 1 _aChaudhuri, Swarat.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031331695
776 0 8 _iPrinted edition:
_z9783031331718
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13903
856 4 0 _uhttps://doi.org/10.1007/978-3-031-33170-1
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