Leveraging Applications of Formal Methods, Verification and Validation : Foundational Techniques - Info and Reading Options

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Intro -- Preface -- Organization -- Contents -- Part I -- Contents -- Part II -- Statistical Model Checking -- Statistical Model Checking: Past, Present, and Future -- 1 Introduction -- 1.1 The Stochastic World: Towards SMC -- 2 Statistical Model Checking: A Brief Technical Introduction -- 2.1 Qualitative Answer Using Statistical Model Checking -- 2.2 Quantitative Answer Using Statistical Model Checking and Estimation -- 2.3 On Expected Number of Simulations -- 2.4 Challenges -- 3 Contribution to the Track -- 3.1 On Extension of SMC Algorithms -- 3.2 On Tools -- 3.3 On New Applications -- 4 Conclusion -- References -- Hypothesis Testing for Rare-Event Simulation: Limitations and Possibilities -- 1 Introduction -- 2 Generalizability of Existing Hypothesis Tests -- 3 Bounded Likelihood Ratios in Multicomponent Systems -- 4 CLT-Based Tests for Importance Sampling -- 4.1 Correctness of CLT-Based Tests -- 4.2 Suitability of CLT-Based Tests for Importance Sampling -- 4.3 Extension of the Chow-Robbins Test to Class I and III -- 5 Numerical Results -- 6 Conclusions -- References -- Survey of Statistical Verification of Linear Unbounded Properties: Model Checking and Distances -- 1 Introduction -- 2 Models -- 2.1 Black-Box Systems -- 3 Linear Temporal Properties -- 3.1 Bounded and Unbounded Properties -- 3.2 Statistical Model Checking for MCs -- 3.3 Statistical Model Checking for MDPs -- 3.4 Strategy Representation -- 4 Linear Distances -- 4.1 Language-Based Framework and Statistical Estimation of Distances -- 5 Conclusion -- References -- Feedback Control for Statistical Model Checking of Cyber-Physical Systems -- 1 Introduction -- 2 Running Examples -- 3 System Identification -- 4 State Estimation -- 5 Feedback Control -- 6 Scoring -- 7 Experimental Results -- 7.1 Dining Philosophers -- 7.2 Success Runs -- 7.3 Discussion -- 8 Conclusions -- References

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