Combinatorial Boundary Fuzzing

Multi-dimensional parameter space sampling leveraging genetic algorithms and surrogate Bayesian models to rapidly pinpoint critical crash boundaries.

Criticality Metric Formulation

Coupled Time-to-Collision (TTC), Post-Encroachment Time (PET), and Required Deceleration Parameter (RDP) metrics prioritize hazardous fuzzing iterations.

Over 10,000 scenario variations executed per minute on GPU clusters.
Adaptive focus on high-criticality (TTC < 1.5s) boundary boundaries.
Dynamic parameter space pruning to eliminate redundant safe runs.
Integration with OpenSCENARIO parameter distribution DSLs.

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