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Counterexample-guided abstraction refinement for symbolic model checking

The work

AuthorsEdmund Clarke; Orna Grumberg; Somesh Jha; Yuan Lu; Helmut Veith
Editors
Typearticle
Year2003
Citekeyclarke2003counterexampleguided

Where it appeared

Published inJournal of the ACM
PublisherAssociation for Computing Machinery (ACM)
Volume50
Issue5
Pages752--794

Identifiers

DOI10.1145/876638.876643
ISSN0004-5411

From crossref.

Abstract

The state explosion problem remains a major hurdle in applying symbolic model checking to large hardware designs. State space abstraction, having been essential for verifying designs of industrial complexity, is typically a manual process, requiring considerable creativity and insight.In this article, we present an automatic iterative abstraction-refinement methodology that extends symbolic model checking. In our method, the initial abstract model is generated by an automatic analysis of the control structures in the program to be verified. Abstract models may admit erroneous (or "spurious") counterexamples. We devise new symbolic techniques that analyze such counterexamples and refine the abstract model correspondingly. We describe aSMV, a prototype implementation of our methodology in NuSMV. Practical experiments including a large Fujitsu IP core design with about 500 latches and 10000 lines of SMV code confirm the effectiveness of our approach.

How it got here

How it got hereagent via crossref
Added2026-10-25 17:07 UTC
Not denied bya person 2026-10-29 17:12 UTC

Cite it as

@article{clarke2003counterexampleguided,
  title        = {Counterexample-guided abstraction refinement for symbolic model checking},
  author       = {Edmund Clarke and Orna Grumberg and Somesh Jha and Yuan Lu and Helmut Veith},
  year         = {2003},
  journal      = {Journal of the ACM},
  publisher    = {Association for Computing Machinery (ACM)},
  volume       = {50},
  number       = {5},
  pages        = {752--794},
  issn         = {0004-5411},
  doi          = {10.1145/876638.876643},
}

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