Safety Assurance under Uncertainties : From Software to Cyber-Physical/Machine Learning Systems (Hardcover)

Preface. Optimisation-Based Falsification. Monitoring Temporal Specifications. Formal Specification of Temporal Properties. Testing for Machine Learning-Based Systems. Safety Standards and Safety Assurance Framework for ADS. Uncertainty-wise Testing. Decision Making for Automated Driving. Formal Modelling. Theorem Proving at Work. Search-Based Analysis and Engineering. Fault Localisation and Understanding. Index.