NASA Formal Methods  15th International Symposium, NFM 2023, Houston, TX, USA, May 16-18, 2023, Proceedings /  [electronic resource] : 
edited by Kristin Yvonne Rozier, Swarat Chaudhuri. 
 - 1st ed. 2023. 
 - XXIII, 490 p. 149 illus., 89 illus. in color.  online resource. 
 - Lecture Notes in Computer Science,  13903  1611-3349 ; .
 - Lecture Notes in Computer Science,  13903 .
<br/><br/>Non-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. 
<br/><br/> This 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. . 
<br/><br/><label>ISBN: </label>9783031331701 
<br/><br/><label>Standard No.: </label>10.1007/978-3-031-33170-1  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Software engineering.<br/>Computer science.<br/>Computer engineering.<br/>Computer networks .<br/>Artificial intelligence.<br/>Computer simulation.<br/>Software Engineering.<br/>Theory of Computation.<br/>Computer Engineering and Networks.<br/>Artificial Intelligence.<br/>Computer Modelling.
<br/><br/><label>LC Class. No.: </label>QA76.758 
<br/><br/><label>Dewey Class. No.: </label>005.1