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Lazy Abstraction-Based Control for Safety Specifications

机译:基于懒人抽象的安全规范控制

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We present a lazy version of multi-layered abstraction-based controller synthesis (ABCS) for continuous-time nonlinear dynamical systems against safety specifications. State-of-the-art multi-layered ABCS uses pre-computed finite-state abstractions of different coarseness. Our new algorithm improves this technique by computing transitions on-the-fly, and only when a particular region of the state space needs to be explored by the controller synthesis algorithm for a specific coarseness. Additionally, our algorithm improves upon existing techniques by using coarser cells on a larger subset of the state space, which leads to significant computational savings.
机译:我们为连续时间非线性动力系统提供了一种延迟版的用于基于多层抽象的控制器合成(ABC),免受安全规范的连续非线性动力系统。最先进的多层ABC使用预先计算的不同粗糙度的有限状态抽象。我们的新算法通过在飞行中计算过渡来改善该技术,并且仅当需要由控制器合成算法探索特定粗糙度的状态空间的特定区域时。此外,我们的算法通过在较大的状态空间子集上使用较大的细胞来改善现有技术,这导致了显着的计算储蓄。

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