Function Block Finite-State Model Identification Using SAT and CSP Solvers

Research output: Contribution to journalArticle

Researchers

Research units

  • St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
  • Luleå University of Technology

Abstract

We propose a two-stage exact approach for identifying finite-state models of function blocks based on given execution traces. First, a base finite-state model is inferred with a method based on translation to the Boolean satisfiability problem, and then, the base model is generalized by inferring minimal guard conditions of the state machine with a method based on translation to the constraint satisfaction problem.

Details

Original languageEnglish
Pages (from-to)4558-4568
Number of pages11
JournalIEEE Transactions on Industrial Informatics
Volume15
Issue number8
Publication statusPublished - Aug 2019
MoE publication typeA1 Journal article-refereed

    Research areas

  • Automata, Control system synthesis, CSP, Reverse engineering, SAT

ID: 38920209