---
_id: '13221'
abstract:
- lang: eng
  text: The safety-liveness dichotomy is a fundamental concept in formal languages
    which plays a key role in verification. Recently, this dichotomy has been lifted
    to quantitative properties, which are arbitrary functions from infinite words
    to partially-ordered domains. We look into harnessing the dichotomy for the specific
    classes of quantitative properties expressed by quantitative automata. These automata
    contain finitely many states and rational-valued transition weights, and their
    common value functions Inf, Sup, LimInf, LimSup, LimInfAvg, LimSupAvg, and DSum
    map infinite words into the totallyordered domain of real numbers. In this automata-theoretic
    setting, we establish a connection between quantitative safety and topological
    continuity and provide an alternative characterization of quantitative safety
    and liveness in terms of their boolean counterparts. For all common value functions,
    we show how the safety closure of a quantitative automaton can be constructed
    in PTime, and we provide PSpace-complete checks of whether a given quantitative
    automaton is safe or live, with the exception of LimInfAvg and LimSupAvg automata,
    for which the safety check is in ExpSpace. Moreover, for deterministic Sup, LimInf,
    and LimSup automata, we give PTime decompositions into safe and live automata.
    These decompositions enable the separation of techniques for safety and liveness
    verification for quantitative specifications.
acknowledgement: We thank Christof Löding for pointing us to some results on PSpace-hardess
  of universality problems and the anonymous reviewers for their helpful comments.
  This work was supported in part by the ERC-2020-AdG 101020093 and the Israel Science
  Foundation grant 2410/22.
alternative_title:
- LIPIcs
article_number: '17'
article_processing_charge: No
arxiv: 1
author:
- first_name: Udi
  full_name: Boker, Udi
  id: 31E297B6-F248-11E8-B48F-1D18A9856A87
  last_name: Boker
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
- first_name: Nicolas Adrien
  full_name: Mazzocchi, Nicolas Adrien
  id: b26baa86-3308-11ec-87b0-8990f34baa85
  last_name: Mazzocchi
- first_name: Naci E
  full_name: Sarac, Naci E
  id: 8C6B42F8-C8E6-11E9-A03A-F2DCE5697425
  last_name: Sarac
citation:
  ama: 'Boker U, Henzinger TA, Mazzocchi NA, Sarac NE. Safety and liveness of quantitative
    automata. In: <i>34th International Conference on Concurrency Theory</i>. Vol
    279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2023. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2023.17">10.4230/LIPIcs.CONCUR.2023.17</a>'
  apa: 'Boker, U., Henzinger, T. A., Mazzocchi, N. A., &#38; Sarac, N. E. (2023).
    Safety and liveness of quantitative automata. In <i>34th International Conference
    on Concurrency Theory</i> (Vol. 279). Antwerp, Belgium: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2023.17">https://doi.org/10.4230/LIPIcs.CONCUR.2023.17</a>'
  chicago: Boker, Udi, Thomas A Henzinger, Nicolas Adrien Mazzocchi, and Naci E Sarac.
    “Safety and Liveness of Quantitative Automata.” In <i>34th International Conference
    on Concurrency Theory</i>, Vol. 279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2023. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2023.17">https://doi.org/10.4230/LIPIcs.CONCUR.2023.17</a>.
  ieee: U. Boker, T. A. Henzinger, N. A. Mazzocchi, and N. E. Sarac, “Safety and liveness
    of quantitative automata,” in <i>34th International Conference on Concurrency
    Theory</i>, Antwerp, Belgium, 2023, vol. 279.
  ista: 'Boker U, Henzinger TA, Mazzocchi NA, Sarac NE. 2023. Safety and liveness
    of quantitative automata. 34th International Conference on Concurrency Theory.
    CONCUR: Conference on Concurrency Theory, LIPIcs, vol. 279, 17.'
  mla: Boker, Udi, et al. “Safety and Liveness of Quantitative Automata.” <i>34th
    International Conference on Concurrency Theory</i>, vol. 279, 17, Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2023, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2023.17">10.4230/LIPIcs.CONCUR.2023.17</a>.
  short: U. Boker, T.A. Henzinger, N.A. Mazzocchi, N.E. Sarac, in:, 34th International
    Conference on Concurrency Theory, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2023.
conference:
  end_date: 2023-09-23
  location: Antwerp, Belgium
  name: 'CONCUR: Conference on Concurrency Theory'
  start_date: 2023-09-18
corr_author: '1'
date_created: 2023-07-14T10:00:15Z
date_published: 2023-09-01T00:00:00Z
date_updated: 2026-04-07T12:02:57Z
day: '01'
ddc:
- '000'
department:
- _id: GradSch
- _id: ToHe
doi: 10.4230/LIPIcs.CONCUR.2023.17
ec_funded: 1
external_id:
  arxiv:
  - '2307.06016'
  isi:
  - '001570542500017'
file:
- access_level: open_access
  checksum: d40e57a04448ea5c77d7e1cfb9590a81
  content_type: application/pdf
  creator: esarac
  date_created: 2023-07-14T12:03:48Z
  date_updated: 2023-07-14T12:03:48Z
  file_id: '13224'
  file_name: CONCUR23.pdf
  file_size: 755529
  relation: main_file
  success: 1
file_date_updated: 2023-07-14T12:03:48Z
has_accepted_license: '1'
intvolume: '       279'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 62781420-2b32-11ec-9570-8d9b63373d4d
  call_identifier: H2020
  grant_number: '101020093'
  name: Vigilant Algorithmic Monitoring of Software
publication: 34th International Conference on Concurrency Theory
publication_identifier:
  eissn:
  - 1868-8969
  isbn:
  - '9783959772990'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
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scopus_import: '1'
status: public
title: Safety and liveness of quantitative automata
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
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