Controller Synthesis for Unknown Polynomial-Type Systems: A Data-Driven Approach

Ameneh Nejati, Bingzhuo Zhong, Marco Caccamo, Majid Zamani

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In the past two decades, formal methods have received significant attentions due to the increasing demand for formal synthesis of controllers over complex dynamical systems and with respect to high-level logic properties, e.g., those expressed as linear temporal logic (LTL) formulae [1]. However, formal controller synthesis over continuous-time continuous-space systems is challenging due to the complexity of dynamics and properties of interest.

Original languageEnglish
Title of host publicationProceedings - 2nd International Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, CAADCPS 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages11-12
Number of pages2
ISBN (Electronic)9781665482011
DOIs
StatePublished - 2022
Event2nd International Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, CAADCPS 2022 - Virtual, Online, Italy
Duration: 4 May 20226 May 2022

Publication series

NameProceedings - 2nd International Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, CAADCPS 2022

Conference

Conference2nd International Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, CAADCPS 2022
Country/TerritoryItaly
CityVirtual, Online
Period4/05/226/05/22

Keywords

  • Controller-synthesis
  • Data-driven-approach
  • Formal-methods
  • Unknown-nonlinear-polynomial-systems

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