Estimating infinitesimal generators of stochastic systems with formal error bounds

DOI10.1145/3447928.3456660OpenAlexW3158907446MaRDI QIDQ6120678

Sadegh Soudjani, Abolfazl Lavaei, Majid Zamani, Ameneh Nejati

Publication date: 21 February 2024

Published in: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1145/3447928.3456660

zbMATH Keywords

infinitesimal generatorsdata-driven estimationunknown continuous-time stochastic systems

Mathematics Subject Classification ID

Formal languages and automata (68Q45) Specification and verification (program logics, model checking, etc.) (68Q60) Control/observation systems governed by functional relations other than differential equations (such as hybrid and switching systems) (93C30)

Cites Work

• Stability analysis for stochastic hybrid systems: a survey
• Symbolic Control of Stochastic Systems via Approximately Bisimilar Finite Abstractions
• Approximations of Stochastic Hybrid Systems
• A Framework for Worst-Case and Stochastic Safety Verification Using Barrier Certificates
• Formal Verification of Unknown Discrete- and Continuous-Time Systems: A Data-Driven Approach

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