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Structural Analysis of Hybrid-Trace Nets: An Optimization Approach
arXiv cs.SY0 views
arXiv:2610.09184v1 Announce Type: cross Abstract: Fault and error detection is crucial for ensuring the correctness of safety-critical systems. Safety verification often addresses reachability of bad system states, where exhaustive state inspection may be intractable due to the large state spaces of complex systems. We propose a reachability relaxation for hybrid trace nets, a useful mathematical model for analyzing concurrent event systems, to efficiently verify system safety. We further use our relaxation to effectively identify invariants, expressions that hold in all reachable states, allowing state-space reduction for efficient verification. Empirically, our approach proves unsafe states unreachable in 1.5x more instances, generates 2.5x more invariants with up to 2 orders of magnitude faster generation times than the baselines in the tested problems.
Source:https://arxiv.org/abs/2610.09184PreviousThe Deceptive Bandit Problem: Exploratory Coupling and the Fragility of Multi-Agent LearningNextRegret-Optimal Linear-Quadratic Control under Distributional Drift
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