{"product_id":"9783031331695","title":"NASA Formal Methods : 15th International Symposium, NFM 2023, Houston, TX, USA, May 16-18, 2023, Proceedings (Lecture Notes in Computer Science 13903) (1st ed. 2023. 2023. xxiii, 490 S. XXIII, 490 p. 149 illus., 89 illus.)","description":"\u003cp\u003eThis 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. \u003c\/p\u003e\u003cp\u003eThe 26 full and 3 short papers presented in this volume were carefully reviewed and selected from 75 submissions. \u003c\/p\u003eThe papers deal with advances in formal methods, formal methods techniques, and formal methods in practice.  \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cb\u003eNon-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.\u003c\/b\u003e","brand":"SPRINGER, BERLIN; SPRINGER NATURE SWITZERLAND; SPRING","offers":[{"title":"Default Title","offer_id":52422593839415,"sku":"00000_00000_00000_00000","price":595.92,"currency_code":"MYR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0962\/3548\/7543\/files\/9783031331695-1.jpg?v=1783262844","url":"https:\/\/kinokuniya.com.my\/products\/9783031331695","provider":"Books Kinokuniya Malaysia","version":"1.0","type":"link"}