---
_id: '9644'
abstract:
- lang: eng
  text: 'We present a new approach to proving non-termination of non-deterministic
    integer programs. Our technique is rather simple but efficient. It relies on a
    purely syntactic reversal of the program''s transition system followed by a constraint-based
    invariant synthesis with constraints coming from both the original and the reversed
    transition system. The latter task is performed by a simple call to an off-the-shelf
    SMT-solver, which allows us to leverage the latest advances in SMT-solving. Moreover,
    our method offers a combination of features not present (as a whole) in previous
    approaches: it handles programs with non-determinism, provides relative completeness
    guarantees and supports programs with polynomial arithmetic. The experiments performed
    with our prototype tool RevTerm show that our approach, despite its simplicity
    and stronger theoretical guarantees, is at least on par with the state-of-the-art
    tools, often achieving a non-trivial improvement under a proper configuration
    of its parameters.'
acknowledgement: We thank the anonymous reviewers for their helpful comments. This
  research was partially supported by the ERCCoG 863818 (ForM-SMArt) and the Czech
  Science Foundation grant No. GJ19-15134Y.
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Ehsan Kafshdar
  full_name: Goharshady, Ehsan Kafshdar
  last_name: Goharshady
- first_name: Petr
  full_name: Novotný, Petr
  id: 3CC3B868-F248-11E8-B48F-1D18A9856A87
  last_name: Novotný
- first_name: Dorde
  full_name: Zikelic, Dorde
  id: 294AA7A6-F248-11E8-B48F-1D18A9856A87
  last_name: Zikelic
  orcid: 0000-0002-4681-1699
citation:
  ama: 'Chatterjee K, Goharshady EK, Novotný P, Zikelic D. Proving non-termination
    by program reversal. In: <i>Proceedings of the 42nd ACM SIGPLAN International
    Conference on Programming Language Design and Implementation</i>. Association
    for Computing Machinery; 2021:1033-1048. doi:<a href="https://doi.org/10.1145/3453483.3454093">10.1145/3453483.3454093</a>'
  apa: 'Chatterjee, K., Goharshady, E. K., Novotný, P., &#38; Zikelic, D. (2021).
    Proving non-termination by program reversal. In <i>Proceedings of the 42nd ACM
    SIGPLAN International Conference on Programming Language Design and Implementation</i>
    (pp. 1033–1048). Online: Association for Computing Machinery. <a href="https://doi.org/10.1145/3453483.3454093">https://doi.org/10.1145/3453483.3454093</a>'
  chicago: Chatterjee, Krishnendu, Ehsan Kafshdar Goharshady, Petr Novotný, and Dorde
    Zikelic. “Proving Non-Termination by Program Reversal.” In <i>Proceedings of the
    42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation</i>,
    1033–48. Association for Computing Machinery, 2021. <a href="https://doi.org/10.1145/3453483.3454093">https://doi.org/10.1145/3453483.3454093</a>.
  ieee: K. Chatterjee, E. K. Goharshady, P. Novotný, and D. Zikelic, “Proving non-termination
    by program reversal,” in <i>Proceedings of the 42nd ACM SIGPLAN International
    Conference on Programming Language Design and Implementation</i>, Online, 2021,
    pp. 1033–1048.
  ista: 'Chatterjee K, Goharshady EK, Novotný P, Zikelic D. 2021. Proving non-termination
    by program reversal. Proceedings of the 42nd ACM SIGPLAN International Conference
    on Programming Language Design and Implementation. PLDI: Programming Language
    Design and Implementation, 1033–1048.'
  mla: Chatterjee, Krishnendu, et al. “Proving Non-Termination by Program Reversal.”
    <i>Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
    Language Design and Implementation</i>, Association for Computing Machinery, 2021,
    pp. 1033–48, doi:<a href="https://doi.org/10.1145/3453483.3454093">10.1145/3453483.3454093</a>.
  short: K. Chatterjee, E.K. Goharshady, P. Novotný, D. Zikelic, in:, Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation, Association for Computing Machinery, 2021, pp. 1033–1048.
conference:
  end_date: 2021-06-26
  location: Online
  name: 'PLDI: Programming Language Design and Implementation'
  start_date: 2021-06-20
date_created: 2021-07-11T22:01:17Z
date_published: 2021-06-01T00:00:00Z
date_updated: 2025-07-14T09:10:06Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/3453483.3454093
ec_funded: 1
external_id:
  arxiv:
  - '2104.01189'
  isi:
  - '000723661700067'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2104.01189
month: '06'
oa: 1
oa_version: Preprint
page: 1033-1048
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
  Language Design and Implementation
publication_identifier:
  isbn:
  - '9781450383912'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  record:
  - id: '14539'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Proving non-termination by program reversal
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2021'
...
---
_id: '9645'
abstract:
- lang: eng
  text: "We consider the fundamental problem of reachability analysis over imperative
    programs with real variables. Previous works that tackle reachability are either
    unable to handle programs consisting of general loops (e.g. symbolic execution),
    or lack completeness guarantees (e.g. abstract interpretation), or are not automated
    (e.g. incorrectness logic). In contrast, we propose a novel approach for reachability
    analysis that can handle general and complex loops, is complete, and can be entirely
    automated for a wide family of programs. Through the notion of Inductive Reachability
    Witnesses (IRWs), our approach extends ideas from both invariant generation and
    termination to reachability analysis.\r\n\r\nWe first show that our IRW-based
    approach is sound and complete for reachability analysis of imperative programs.
    Then, we focus on linear and polynomial programs and develop automated methods
    for synthesizing linear and polynomial IRWs. In the linear case, we follow the
    well-known approaches using Farkas' Lemma. Our main contribution is in the polynomial
    case, where we present a push-button semi-complete algorithm. We achieve this
    using a novel combination of classical theorems in real algebraic geometry, such
    as Putinar's Positivstellensatz and Hilbert's Strong Nullstellensatz. Finally,
    our experimental results show we can prove complex reachability objectives over
    various benchmarks that were beyond the reach of previous methods."
acknowledgement: This research was partially supported by the ERC CoG 863818 (ForM-SMArt),
  the National Natural Science Foundation of China (NSFC) Grant No. 61802254, the
  Huawei Innovation Research Program, the Facebook PhD Fellowship Program, and DOC
  Fellowship No. 24956 of the Austrian Academy of Sciences (ÖAW).
article_processing_charge: No
author:
- first_name: Ali
  full_name: Asadi, Ali
  last_name: Asadi
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Hongfei
  full_name: Fu, Hongfei
  id: 3AAD03D6-F248-11E8-B48F-1D18A9856A87
  last_name: Fu
- first_name: Amir Kafshdar
  full_name: Goharshady, Amir Kafshdar
  id: 391365CE-F248-11E8-B48F-1D18A9856A87
  last_name: Goharshady
  orcid: 0000-0003-1702-6584
- first_name: Mohammad
  full_name: Mahdavi, Mohammad
  last_name: Mahdavi
citation:
  ama: 'Asadi A, Chatterjee K, Fu H, Goharshady AK, Mahdavi M. Polynomial reachability
    witnesses via Stellensätze. In: <i>Proceedings of the 42nd ACM SIGPLAN International
    Conference on Programming Language Design and Implementation</i>. Association
    for Computing Machinery; 2021:772-787. doi:<a href="https://doi.org/10.1145/3453483.3454076">10.1145/3453483.3454076</a>'
  apa: 'Asadi, A., Chatterjee, K., Fu, H., Goharshady, A. K., &#38; Mahdavi, M. (2021).
    Polynomial reachability witnesses via Stellensätze. In <i>Proceedings of the 42nd
    ACM SIGPLAN International Conference on Programming Language Design and Implementation</i>
    (pp. 772–787). Online: Association for Computing Machinery. <a href="https://doi.org/10.1145/3453483.3454076">https://doi.org/10.1145/3453483.3454076</a>'
  chicago: Asadi, Ali, Krishnendu Chatterjee, Hongfei Fu, Amir Kafshdar Goharshady,
    and Mohammad Mahdavi. “Polynomial Reachability Witnesses via Stellensätze.” In
    <i>Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
    Language Design and Implementation</i>, 772–87. Association for Computing Machinery,
    2021. <a href="https://doi.org/10.1145/3453483.3454076">https://doi.org/10.1145/3453483.3454076</a>.
  ieee: A. Asadi, K. Chatterjee, H. Fu, A. K. Goharshady, and M. Mahdavi, “Polynomial
    reachability witnesses via Stellensätze,” in <i>Proceedings of the 42nd ACM SIGPLAN
    International Conference on Programming Language Design and Implementation</i>,
    Online, 2021, pp. 772–787.
  ista: 'Asadi A, Chatterjee K, Fu H, Goharshady AK, Mahdavi M. 2021. Polynomial reachability
    witnesses via Stellensätze. Proceedings of the 42nd ACM SIGPLAN International
    Conference on Programming Language Design and Implementation.  PLDI: Programming
    Language Design and Implementation, 772–787.'
  mla: Asadi, Ali, et al. “Polynomial Reachability Witnesses via Stellensätze.” <i>Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation</i>, Association for Computing Machinery, 2021, pp. 772–87,
    doi:<a href="https://doi.org/10.1145/3453483.3454076">10.1145/3453483.3454076</a>.
  short: A. Asadi, K. Chatterjee, H. Fu, A.K. Goharshady, M. Mahdavi, in:, Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation, Association for Computing Machinery, 2021, pp. 772–787.
conference:
  end_date: 2021-06-26
  location: Online
  name: ' PLDI: Programming Language Design and Implementation'
  start_date: 2021-06-20
date_created: 2021-07-11T22:01:17Z
date_published: 2021-06-01T00:00:00Z
date_updated: 2025-07-14T09:10:06Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/3453483.3454076
ec_funded: 1
external_id:
  isi:
  - '000723661700050'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://hal.archives-ouvertes.fr/hal-03183862/
month: '06'
oa: 1
oa_version: Submitted Version
page: 772-787
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 267066CE-B435-11E9-9278-68D0E5697425
  name: Quantitative Analysis of Probablistic Systems with a focus on Crypto-currencies
publication: Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
  Language Design and Implementation
publication_identifier:
  isbn:
  - '9781450383912'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Polynomial reachability witnesses via Stellensätze
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2021'
...
---
_id: '9646'
abstract:
- lang: eng
  text: We consider the fundamental problem of deriving quantitative bounds on the
    probability that a given assertion is violated in a probabilistic program. We
    provide automated algorithms that obtain both lower and upper bounds on the assertion
    violation probability. The main novelty of our approach is that we prove new and
    dedicated fixed-point theorems which serve as the theoretical basis of our algorithms
    and enable us to reason about assertion violation bounds in terms of pre and post
    fixed-point functions. To synthesize such fixed-points, we devise algorithms that
    utilize a wide range of mathematical tools, including repulsing ranking supermartingales,
    Hoeffding's lemma, Minkowski decompositions, Jensen's inequality, and convex optimization.
    On the theoretical side, we provide (i) the first automated algorithm for lower-bounds
    on assertion violation probabilities, (ii) the first complete algorithm for upper-bounds
    of exponential form in affine programs, and (iii) provably and significantly tighter
    upper-bounds than the previous approaches. On the practical side, we show our
    algorithms can handle a wide variety of programs from the literature and synthesize
    bounds that are remarkably tighter than previous results, in some cases by thousands
    of orders of magnitude.
acknowledgement: 'We are very thankful to the anonymous reviewers for the helpful
  and valuable comments. The work was partially supported by the National Natural
  Science Foundation of China (NSFC) Grant No. 61802254, the Huawei Innovation Research
  Program, the ERC CoG 863818 (ForM-SMArt), the Facebook PhD Fellowship Program and
  DOC Fellowship #24956 of the Austrian Academy of Sciences (ÖAW).'
article_processing_charge: No
arxiv: 1
author:
- first_name: Jinyi
  full_name: Wang, Jinyi
  last_name: Wang
- first_name: Yican
  full_name: Sun, Yican
  last_name: Sun
- first_name: Hongfei
  full_name: Fu, Hongfei
  id: 3AAD03D6-F248-11E8-B48F-1D18A9856A87
  last_name: Fu
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Amir Kafshdar
  full_name: Goharshady, Amir Kafshdar
  id: 391365CE-F248-11E8-B48F-1D18A9856A87
  last_name: Goharshady
  orcid: 0000-0003-1702-6584
citation:
  ama: 'Wang J, Sun Y, Fu H, Chatterjee K, Goharshady AK. Quantitative analysis of
    assertion violations in probabilistic programs. In: <i>Proceedings of the 42nd
    ACM SIGPLAN International Conference on Programming Language Design and Implementation</i>.
    Association for Computing Machinery; 2021:1171-1186. doi:<a href="https://doi.org/10.1145/3453483.3454102">10.1145/3453483.3454102</a>'
  apa: 'Wang, J., Sun, Y., Fu, H., Chatterjee, K., &#38; Goharshady, A. K. (2021).
    Quantitative analysis of assertion violations in probabilistic programs. In <i>Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation</i> (pp. 1171–1186). Online: Association for Computing Machinery.
    <a href="https://doi.org/10.1145/3453483.3454102">https://doi.org/10.1145/3453483.3454102</a>'
  chicago: Wang, Jinyi, Yican Sun, Hongfei Fu, Krishnendu Chatterjee, and Amir Kafshdar
    Goharshady. “Quantitative Analysis of Assertion Violations in Probabilistic Programs.”
    In <i>Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
    Language Design and Implementation</i>, 1171–86. Association for Computing Machinery,
    2021. <a href="https://doi.org/10.1145/3453483.3454102">https://doi.org/10.1145/3453483.3454102</a>.
  ieee: J. Wang, Y. Sun, H. Fu, K. Chatterjee, and A. K. Goharshady, “Quantitative
    analysis of assertion violations in probabilistic programs,” in <i>Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation</i>, Online, 2021, pp. 1171–1186.
  ista: 'Wang J, Sun Y, Fu H, Chatterjee K, Goharshady AK. 2021. Quantitative analysis
    of assertion violations in probabilistic programs. Proceedings of the 42nd ACM
    SIGPLAN International Conference on Programming Language Design and Implementation.
    PLDI: Programming Language Design and Implementation, 1171–1186.'
  mla: Wang, Jinyi, et al. “Quantitative Analysis of Assertion Violations in Probabilistic
    Programs.” <i>Proceedings of the 42nd ACM SIGPLAN International Conference on
    Programming Language Design and Implementation</i>, Association for Computing
    Machinery, 2021, pp. 1171–86, doi:<a href="https://doi.org/10.1145/3453483.3454102">10.1145/3453483.3454102</a>.
  short: J. Wang, Y. Sun, H. Fu, K. Chatterjee, A.K. Goharshady, in:, Proceedings
    of the 42nd ACM SIGPLAN International Conference on Programming Language Design
    and Implementation, Association for Computing Machinery, 2021, pp. 1171–1186.
conference:
  end_date: 2021-06-26
  location: Online
  name: 'PLDI: Programming Language Design and Implementation'
  start_date: 2021-06-20
date_created: 2021-07-11T22:01:18Z
date_published: 2021-06-01T00:00:00Z
date_updated: 2025-07-14T09:10:06Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/3453483.3454102
ec_funded: 1
external_id:
  arxiv:
  - '2011.14617'
  isi:
  - '000723661700076'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2011.14617
month: '06'
oa: 1
oa_version: Preprint
page: 1171-1186
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 267066CE-B435-11E9-9278-68D0E5697425
  name: Quantitative Analysis of Probablistic Systems with a focus on Crypto-currencies
publication: Proceedings of the 42nd ACM SIGPLAN International Conference on Programming
  Language Design and Implementation
publication_identifier:
  isbn:
  - '9781450383912'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Quantitative analysis of assertion violations in probabilistic programs
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2021'
...
---
_id: '10002'
abstract:
- lang: eng
  text: 'We present a faster symbolic algorithm for the following central problem
    in probabilistic verification: Compute the maximal end-component (MEC) decomposition
    of Markov decision processes (MDPs). This problem generalizes the SCC decomposition
    problem of graphs and closed recurrent sets of Markov chains. The model of symbolic
    algorithms is widely used in formal verification and model-checking, where access
    to the input model is restricted to only symbolic operations (e.g., basic set
    operations and computation of one-step neighborhood). For an input MDP with  n  vertices
    and  m  edges, the classical symbolic algorithm from the 1990s for the MEC decomposition
    requires  O(n2)  symbolic operations and  O(1)  symbolic space. The only other
    symbolic algorithm for the MEC decomposition requires  O(nm−−√)  symbolic operations
    and  O(m−−√)  symbolic space. A main open question is whether the worst-case  O(n2)  bound
    for symbolic operations can be beaten. We present a symbolic algorithm that requires  O˜(n1.5)  symbolic
    operations and  O˜(n−−√)  symbolic space. Moreover, the parametrization of our
    algorithm provides a trade-off between symbolic operations and symbolic space:
    for all  0<ϵ≤1/2  the symbolic algorithm requires  O˜(n2−ϵ)  symbolic operations
    and  O˜(nϵ)  symbolic space ( O˜  hides poly-logarithmic factors). Using our techniques
    we present faster algorithms for computing the almost-sure winning regions of  ω
    -regular objectives for MDPs. We consider the canonical parity objectives for  ω
    -regular objectives, and for parity objectives with  d -priorities we present
    an algorithm that computes the almost-sure winning region with  O˜(n2−ϵ)  symbolic
    operations and  O˜(nϵ)  symbolic space, for all  0<ϵ≤1/2 .'
acknowledgement: The authors are grateful to the anonymous referees for their valuable
  comments. A. S. is fully supported by the Vienna Science and Technology Fund (WWTF)
  through project ICT15–003. K. C. is supported by the Austrian Science Fund (FWF)
  NFN Grant No S11407-N23 (RiSE/SHiNE) and by the ERC CoG 863818 (ForM-SMArt). For
  M. H. the research leading to these results has received funding from the European
  Research Council under the European Unions Seventh Framework Programme (FP/2007–2013)
  / ERC Grant Agreement no. 340506.
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Wolfgang
  full_name: Dvorak, Wolfgang
  last_name: Dvorak
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Alexander
  full_name: Svozil, Alexander
  last_name: Svozil
citation:
  ama: 'Chatterjee K, Dvorak W, Henzinger MH, Svozil A. Symbolic time and space tradeoffs
    for probabilistic verification. In: <i>Proceedings of the 36th Annual ACM/IEEE
    Symposium on Logic in Computer Science</i>. Institute of Electrical and Electronics
    Engineers; 2021:1-13. doi:<a href="https://doi.org/10.1109/LICS52264.2021.9470739">10.1109/LICS52264.2021.9470739</a>'
  apa: 'Chatterjee, K., Dvorak, W., Henzinger, M. H., &#38; Svozil, A. (2021). Symbolic
    time and space tradeoffs for probabilistic verification. In <i>Proceedings of
    the 36th Annual ACM/IEEE Symposium on Logic in Computer Science</i> (pp. 1–13).
    Rome, Italy: Institute of Electrical and Electronics Engineers. <a href="https://doi.org/10.1109/LICS52264.2021.9470739">https://doi.org/10.1109/LICS52264.2021.9470739</a>'
  chicago: Chatterjee, Krishnendu, Wolfgang Dvorak, Monika H Henzinger, and Alexander
    Svozil. “Symbolic Time and Space Tradeoffs for Probabilistic Verification.” In
    <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science</i>,
    1–13. Institute of Electrical and Electronics Engineers, 2021. <a href="https://doi.org/10.1109/LICS52264.2021.9470739">https://doi.org/10.1109/LICS52264.2021.9470739</a>.
  ieee: K. Chatterjee, W. Dvorak, M. H. Henzinger, and A. Svozil, “Symbolic time and
    space tradeoffs for probabilistic verification,” in <i>Proceedings of the 36th
    Annual ACM/IEEE Symposium on Logic in Computer Science</i>, Rome, Italy, 2021,
    pp. 1–13.
  ista: 'Chatterjee K, Dvorak W, Henzinger MH, Svozil A. 2021. Symbolic time and space
    tradeoffs for probabilistic verification. Proceedings of the 36th Annual ACM/IEEE
    Symposium on Logic in Computer Science. LICS: Symposium on Logic in Computer Science,
    1–13.'
  mla: Chatterjee, Krishnendu, et al. “Symbolic Time and Space Tradeoffs for Probabilistic
    Verification.” <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in
    Computer Science</i>, Institute of Electrical and Electronics Engineers, 2021,
    pp. 1–13, doi:<a href="https://doi.org/10.1109/LICS52264.2021.9470739">10.1109/LICS52264.2021.9470739</a>.
  short: K. Chatterjee, W. Dvorak, M.H. Henzinger, A. Svozil, in:, Proceedings of
    the 36th Annual ACM/IEEE Symposium on Logic in Computer Science, Institute of
    Electrical and Electronics Engineers, 2021, pp. 1–13.
conference:
  end_date: 2021-07-02
  location: Rome, Italy
  name: 'LICS: Symposium on Logic in Computer Science'
  start_date: 2021-06-29
date_created: 2021-09-12T22:01:24Z
date_published: 2021-07-07T00:00:00Z
date_updated: 2025-07-14T09:10:07Z
day: '07'
department:
- _id: KrCh
doi: 10.1109/LICS52264.2021.9470739
ec_funded: 1
external_id:
  arxiv:
  - '2104.07466'
  isi:
  - '000947350400089'
isi: 1
keyword:
- Computer science
- Computational modeling
- Markov processes
- Probabilistic logic
- Formal verification
- Game Theory
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2104.07466
month: '07'
oa: 1
oa_version: Preprint
page: 1-13
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer
  Science
publication_identifier:
  eisbn:
  - 978-1-6654-4895-6
  isbn:
  - 978-1-6654-4896-3
  issn:
  - 1043-6871
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Symbolic time and space tradeoffs for probabilistic verification
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2021'
...
---
_id: '10004'
abstract:
- lang: eng
  text: 'Markov chains are the de facto finite-state model for stochastic dynamical
    systems, and Markov decision processes (MDPs) extend Markov chains by incorporating
    non-deterministic behaviors. Given an MDP and rewards on states, a classical optimization
    criterion is the maximal expected total reward where the MDP stops after T steps,
    which can be computed by a simple dynamic programming algorithm. We consider a
    natural generalization of the problem where the stopping times can be chosen according
    to a probability distribution, such that the expected stopping time is T, to optimize
    the expected total reward. Quite surprisingly we establish inter-reducibility
    of the expected stopping-time problem for Markov chains with the Positivity problem
    (which is related to the well-known Skolem problem), for which establishing either
    decidability or undecidability would be a major breakthrough. Given the hardness
    of the exact problem, we consider the approximate version of the problem: we show
    that it can be solved in exponential time for Markov chains and in exponential
    space for MDPs.'
acknowledgement: We are grateful to the anonymous reviewers of LICS 2021 and of a
  previous version of this paper for insightful comments that helped improving the
  presentation. This research was partially supported by the grant ERC CoG 863818
  (ForM-SMArt).
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
citation:
  ama: 'Chatterjee K, Doyen L. Stochastic processes with expected stopping time. In:
    <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science</i>.
    Institute of Electrical and Electronics Engineers; 2021:1-13. doi:<a href="https://doi.org/10.1109/LICS52264.2021.9470595">10.1109/LICS52264.2021.9470595</a>'
  apa: 'Chatterjee, K., &#38; Doyen, L. (2021). Stochastic processes with expected
    stopping time. In <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic
    in Computer Science</i> (pp. 1–13). Rome, Italy: Institute of Electrical and Electronics
    Engineers. <a href="https://doi.org/10.1109/LICS52264.2021.9470595">https://doi.org/10.1109/LICS52264.2021.9470595</a>'
  chicago: Chatterjee, Krishnendu, and Laurent Doyen. “Stochastic Processes with Expected
    Stopping Time.” In <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic
    in Computer Science</i>, 1–13. Institute of Electrical and Electronics Engineers,
    2021. <a href="https://doi.org/10.1109/LICS52264.2021.9470595">https://doi.org/10.1109/LICS52264.2021.9470595</a>.
  ieee: K. Chatterjee and L. Doyen, “Stochastic processes with expected stopping time,”
    in <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science</i>,
    Rome, Italy, 2021, pp. 1–13.
  ista: 'Chatterjee K, Doyen L. 2021. Stochastic processes with expected stopping
    time. Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science.
    LICS: Symposium on Logic in Computer Science, 1–13.'
  mla: Chatterjee, Krishnendu, and Laurent Doyen. “Stochastic Processes with Expected
    Stopping Time.” <i>Proceedings of the 36th Annual ACM/IEEE Symposium on Logic
    in Computer Science</i>, Institute of Electrical and Electronics Engineers, 2021,
    pp. 1–13, doi:<a href="https://doi.org/10.1109/LICS52264.2021.9470595">10.1109/LICS52264.2021.9470595</a>.
  short: K. Chatterjee, L. Doyen, in:, Proceedings of the 36th Annual ACM/IEEE Symposium
    on Logic in Computer Science, Institute of Electrical and Electronics Engineers,
    2021, pp. 1–13.
conference:
  end_date: 2021-07-02
  location: Rome, Italy
  name: 'LICS: Symposium on Logic in Computer Science'
  start_date: 2021-06-29
date_created: 2021-09-12T22:01:25Z
date_published: 2021-07-07T00:00:00Z
date_updated: 2025-07-14T09:10:08Z
day: '07'
department:
- _id: KrCh
doi: 10.1109/LICS52264.2021.9470595
ec_funded: 1
external_id:
  arxiv:
  - '2104.07278'
  isi:
  - '000947350400036'
isi: 1
keyword:
- Computer science
- Heuristic algorithms
- Memory management
- Automata
- Markov processes
- Probability distribution
- Complexity theory
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2104.07278
month: '07'
oa: 1
oa_version: Preprint
page: 1-13
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer
  Science
publication_identifier:
  eisbn:
  - 978-1-6654-4895-6
  isbn:
  - 978-1-6654-4896-3
  issn:
  - 1043-6871
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
scopus_import: '1'
status: public
title: Stochastic processes with expected stopping time
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2021'
...
---
_id: '10052'
abstract:
- lang: eng
  text: "A deterministic finite automaton (DFA) \U0001D49C is composite if its language
    L(\U0001D49C) can be decomposed into an intersection ⋂_{i = 1}^k L(\U0001D49C_i)
    of languages of smaller DFAs. Otherwise, \U0001D49C is prime. This notion of primality
    was introduced by Kupferman and Mosheiff in 2013, and while they proved that we
    can decide whether a DFA is composite, the precise complexity of this problem
    is still open, with a doubly-exponential gap between the upper and lower bounds.
    In this work, we focus on permutation DFAs, i.e., those for which the transition
    monoid is a group. We provide an NP algorithm to decide whether a permutation
    DFA is composite, and show that the difficulty of this problem comes from the
    number of non-accepting states of the instance: we give a fixed-parameter tractable
    algorithm with the number of rejecting states as the parameter. Moreover, we investigate
    the class of commutative permutation DFAs. Their structural properties allow us
    to decide compositionality in NL, and even in LOGSPACE if the alphabet size is
    fixed. Despite this low complexity, we show that complex behaviors still arise
    in this class: we provide a family of composite DFAs each requiring polynomially
    many factors with respect to its size. We also consider the variant of the problem
    that asks whether a DFA is k-factor composite, that is, decomposable into k smaller
    DFAs, for some given integer k ∈ ℕ. We show that, for commutative permutation
    DFAs, restricting the number of factors makes the decision computationally harder,
    and yields a problem with tight bounds: it is NP-complete. Finally, we show that
    in general, this problem is in PSPACE, and it is in LOGSPACE for DFAs with a singleton
    alphabet."
acknowledgement: "Ismaël Jecker: Marie Skłodowska-Curie Grant Agreement No. 754411.
  Nicolas Mazzocchi: BOSCO project PGC2018-102210-B-I00 (MCIU/AEI/FEDER, UE), BLOQUESCM
  project S2018/TCS-4339, and MINECO grant RYC-2016-20281.\r\nPetra Wolf : DFG project
  FE 560/9-1.\r\n"
alternative_title:
- LIPIcs
article_number: '18'
article_processing_charge: No
arxiv: 1
author:
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
- first_name: Nicolas
  full_name: Mazzocchi, Nicolas
  last_name: Mazzocchi
- first_name: Petra
  full_name: Wolf, Petra
  last_name: Wolf
citation:
  ama: 'Jecker IR, Mazzocchi N, Wolf P. Decomposing permutation automata. In: <i>32nd
    International Conference on Concurrency Theory</i>. Vol 203. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2021.18">10.4230/LIPIcs.CONCUR.2021.18</a>'
  apa: 'Jecker, I. R., Mazzocchi, N., &#38; Wolf, P. (2021). Decomposing permutation
    automata. In <i>32nd International Conference on Concurrency Theory</i> (Vol.
    203). Paris, France: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2021.18">https://doi.org/10.4230/LIPIcs.CONCUR.2021.18</a>'
  chicago: Jecker, Ismael R, Nicolas Mazzocchi, and Petra Wolf. “Decomposing Permutation
    Automata.” In <i>32nd International Conference on Concurrency Theory</i>, Vol.
    203. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2021.18">https://doi.org/10.4230/LIPIcs.CONCUR.2021.18</a>.
  ieee: I. R. Jecker, N. Mazzocchi, and P. Wolf, “Decomposing permutation automata,”
    in <i>32nd International Conference on Concurrency Theory</i>, Paris, France,
    2021, vol. 203.
  ista: 'Jecker IR, Mazzocchi N, Wolf P. 2021. Decomposing permutation automata. 32nd
    International Conference on Concurrency Theory. CONCUR: Conference on Concurrency
    Theory, LIPIcs, vol. 203, 18.'
  mla: Jecker, Ismael R., et al. “Decomposing Permutation Automata.” <i>32nd International
    Conference on Concurrency Theory</i>, vol. 203, 18, Schloss Dagstuhl - Leibniz
    Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2021.18">10.4230/LIPIcs.CONCUR.2021.18</a>.
  short: I.R. Jecker, N. Mazzocchi, P. Wolf, in:, 32nd International Conference on
    Concurrency Theory, Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-08-27
  location: Paris, France
  name: 'CONCUR: Conference on Concurrency Theory'
  start_date: 2021-08-23
date_created: 2021-09-27T14:33:14Z
date_published: 2021-08-13T00:00:00Z
date_updated: 2022-05-13T08:12:52Z
day: '13'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.CONCUR.2021.18
ec_funded: 1
external_id:
  arxiv:
  - '2107.04683'
file:
- access_level: open_access
  checksum: 4722c81be82265cf45e78adf9db91250
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-10-01T11:10:53Z
  date_updated: 2021-10-01T11:10:53Z
  file_id: '10064'
  file_name: 2021_CONCUR_Jecker.pdf
  file_size: 1003552
  relation: main_file
  success: 1
file_date_updated: 2021-10-01T11:10:53Z
has_accepted_license: '1'
intvolume: '       203'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 32nd International Conference on Concurrency Theory
publication_identifier:
  isbn:
  - 978-3-9597-7203-7
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Decomposing permutation automata
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  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
volume: 203
year: '2021'
...
---
_id: '10054'
abstract:
- lang: eng
  text: 'Graphs and games on graphs are fundamental models for the analysis of reactive
    systems, in particular, for model-checking and the synthesis of reactive systems.
    The class of ω-regular languages provides a robust specification formalism for
    the desired properties of reactive systems. In the classical infinitary formulation
    of the liveness part of an ω-regular specification, a "good" event must happen
    eventually without any bound between the good events. A stronger notion of liveness
    is bounded liveness, which requires that good events happen within d transitions.
    Given a graph or a game graph with n vertices, m edges, and a bounded liveness
    objective, the previous best-known algorithmic bounds are as follows: (i) O(dm)
    for graphs, which in the worst-case is O(n³); and (ii) O(n² d²) for games on graphs.
    Our main contributions improve these long-standing algorithmic bounds. For graphs
    we present: (i) a randomized algorithm with one-sided error with running time
    O(n^{2.5} log n) for the bounded liveness objectives; and (ii) a deterministic
    linear-time algorithm for the complement of bounded liveness objectives. For games
    on graphs, we present an O(n² d) time algorithm for the bounded liveness objectives.'
acknowledgement: 'Krishnendu Chatterjee: Supported by the ERC CoG 863818 (ForM-SMArt).
  Monika Henzinger: Supported by the Austrian Science Fund (FWF) and netIDEE SCIENCE
  project P 33775-N. Sagar Sudhir Kale: Partially supported by the Vienna Science
  and Technology Fund (WWTF) through project ICT15-003. Alexander Svozil: Fully supported
  by the Vienna Science and Technology Fund (WWTF) through project ICT15-003.'
alternative_title:
- LIPIcs
article_number: '124'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Sagar Sudhir
  full_name: Kale, Sagar Sudhir
  last_name: Kale
- first_name: Alexander
  full_name: Svozil, Alexander
  last_name: Svozil
citation:
  ama: 'Chatterjee K, Henzinger MH, Kale SS, Svozil A. Faster algorithms for bounded
    liveness in graphs and game graphs. In: <i>48th International Colloquium on Automata,
    Languages, and Programming</i>. Vol 198. Schloss Dagstuhl - Leibniz Zentrum für
    Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.ICALP.2021.124">10.4230/LIPIcs.ICALP.2021.124</a>'
  apa: 'Chatterjee, K., Henzinger, M. H., Kale, S. S., &#38; Svozil, A. (2021). Faster
    algorithms for bounded liveness in graphs and game graphs. In <i>48th International
    Colloquium on Automata, Languages, and Programming</i> (Vol. 198). Glasgow, Scotland:
    Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.ICALP.2021.124">https://doi.org/10.4230/LIPIcs.ICALP.2021.124</a>'
  chicago: Chatterjee, Krishnendu, Monika H Henzinger, Sagar Sudhir Kale, and Alexander
    Svozil. “Faster Algorithms for Bounded Liveness in Graphs and Game Graphs.” In
    <i>48th International Colloquium on Automata, Languages, and Programming</i>,
    Vol. 198. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.ICALP.2021.124">https://doi.org/10.4230/LIPIcs.ICALP.2021.124</a>.
  ieee: K. Chatterjee, M. H. Henzinger, S. S. Kale, and A. Svozil, “Faster algorithms
    for bounded liveness in graphs and game graphs,” in <i>48th International Colloquium
    on Automata, Languages, and Programming</i>, Glasgow, Scotland, 2021, vol. 198.
  ista: 'Chatterjee K, Henzinger MH, Kale SS, Svozil A. 2021. Faster algorithms for
    bounded liveness in graphs and game graphs. 48th International Colloquium on Automata,
    Languages, and Programming. ICALP: International Colloquium on Automata, Languages,
    and Programming, LIPIcs, vol. 198, 124.'
  mla: Chatterjee, Krishnendu, et al. “Faster Algorithms for Bounded Liveness in Graphs
    and Game Graphs.” <i>48th International Colloquium on Automata, Languages, and
    Programming</i>, vol. 198, 124, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.ICALP.2021.124">10.4230/LIPIcs.ICALP.2021.124</a>.
  short: K. Chatterjee, M.H. Henzinger, S.S. Kale, A. Svozil, in:, 48th International
    Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz
    Zentrum für Informatik, 2021.
conference:
  end_date: 2021-07-16
  location: Glasgow, Scotland
  name: 'ICALP: International Colloquium on Automata, Languages, and Programming'
  start_date: 2021-07-12
date_created: 2021-09-27T14:33:15Z
date_published: 2021-07-02T00:00:00Z
date_updated: 2025-07-14T09:10:08Z
day: '02'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.ICALP.2021.124
ec_funded: 1
file:
- access_level: open_access
  checksum: 5a3fed8dbba8c088cbeac1e24cc10bc5
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-10-01T08:49:26Z
  date_updated: 2021-10-01T08:49:26Z
  file_id: '10062'
  file_name: 2021_LIPIcs_Chatterjee.pdf
  file_size: 854576
  relation: main_file
  success: 1
file_date_updated: 2021-10-01T08:49:26Z
has_accepted_license: '1'
intvolume: '       198'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: 48th International Colloquium on Automata, Languages, and Programming
publication_identifier:
  isbn:
  - 978-3-95977-195-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Faster algorithms for bounded liveness in graphs and game graphs
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
volume: 198
year: '2021'
...
---
_id: '10055'
abstract:
- lang: eng
  text: "Repeated idempotent elements are commonly used to characterise iterable behaviours
    in abstract models of computation. Therefore, given a monoid M, it is natural
    to ask how long a sequence of elements of M needs to be to ensure the presence
    of consecutive idempotent factors. This question is formalised through the notion
    of the Ramsey function R_M associated to M, obtained by mapping every k ∈ ℕ to
    the minimal integer R_M(k) such that every word u ∈ M^* of length R_M(k) contains
    k consecutive non-empty factors that correspond to the same idempotent element
    of M. In this work, we study the behaviour of the Ramsey function R_M by investigating
    the regular \U0001D49F-length of M, defined as the largest size L(M) of a submonoid
    of M isomorphic to the set of natural numbers {1,2, …, L(M)} equipped with the
    max operation. We show that the regular \U0001D49F-length of M determines the
    degree of R_M, by proving that k^L(M) ≤ R_M(k) ≤ (k|M|⁴)^L(M). To allow applications
    of this result, we provide the value of the regular \U0001D49F-length of diverse
    monoids. In particular, we prove that the full monoid of n × n Boolean matrices,
    which is used to express transition monoids of non-deterministic automata, has
    a regular \U0001D49F-length of (n²+n+2)/2."
acknowledgement: This project has received funding from the European Union’s Horizon
  2020 research and innovation programme under the Marie Skłodowska-Curie Grant Agreement
  No. 754411. I wish to thank Michaël Cadilhac, Emmanuel Filiot and Charles Paperman
  for their valuable insights concerning Green’s relations.
alternative_title:
- LIPIcs
article_number: '44'
article_processing_charge: No
author:
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
citation:
  ama: 'Jecker IR. A Ramsey theorem for finite monoids. In: <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>. Vol 187. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">10.4230/LIPIcs.STACS.2021.44</a>'
  apa: 'Jecker, I. R. (2021). A Ramsey theorem for finite monoids. In <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i> (Vol. 187). Saarbrücken,
    Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">https://doi.org/10.4230/LIPIcs.STACS.2021.44</a>'
  chicago: Jecker, Ismael R. “A Ramsey Theorem for Finite Monoids.” In <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, Vol. 187. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">https://doi.org/10.4230/LIPIcs.STACS.2021.44</a>.
  ieee: I. R. Jecker, “A Ramsey theorem for finite monoids,” in <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, Saarbrücken, Germany,
    2021, vol. 187.
  ista: 'Jecker IR. 2021. A Ramsey theorem for finite monoids. 38th International
    Symposium on Theoretical Aspects of Computer Science. STACS: Symposium on Theoretical
    Aspects of Computer Science, LIPIcs, vol. 187, 44.'
  mla: Jecker, Ismael R. “A Ramsey Theorem for Finite Monoids.” <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, vol. 187, 44, Schloss
    Dagstuhl - Leibniz Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">10.4230/LIPIcs.STACS.2021.44</a>.
  short: I.R. Jecker, in:, 38th International Symposium on Theoretical Aspects of
    Computer Science, Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-03-19
  location: Saarbrücken, Germany
  name: 'STACS: Symposium on Theoretical Aspects of Computer Science'
  start_date: 2021-03-16
date_created: 2021-09-27T14:33:15Z
date_published: 2021-03-10T00:00:00Z
date_updated: 2023-08-14T07:03:23Z
day: '10'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.STACS.2021.44
ec_funded: 1
external_id:
  isi:
  - '000635691700044'
file:
- access_level: open_access
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language:
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month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 38th International Symposium on Theoretical Aspects of Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7180-1
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: A Ramsey theorem for finite monoids
tmp:
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  short: CC BY (4.0)
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 187
year: '2021'
...
---
_id: '10075'
abstract:
- lang: eng
  text: We study the expressiveness and succinctness of good-for-games pushdown automata
    (GFG-PDA) over finite words, that is, pushdown automata whose nondeterminism can
    be resolved based on the run constructed so far, but independently of the remainder
    of the input word. We prove that GFG-PDA recognise more languages than deterministic
    PDA (DPDA) but not all context-free languages (CFL). This class is orthogonal
    to unambiguous CFL. We further show that GFG-PDA can be exponentially more succinct
    than DPDA, while PDA can be double-exponentially more succinct than GFG-PDA. We
    also study GFGness in visibly pushdown automata (VPA), which enjoy better closure
    properties than PDA, and for which we show GFGness to be ExpTime-complete. GFG-VPA
    can be exponentially more succinct than deterministic VPA, while VPA can be exponentially
    more succinct than GFG-VPA. Both of these lower bounds are tight. Finally, we
    study the complexity of resolving nondeterminism in GFG-PDA. Every GFG-PDA has
    a positional resolver, a function that resolves nondeterminism and that is only
    dependant on the current configuration. Pushdown transducers are sufficient to
    implement the resolvers of GFG-VPA, but not those of GFG-PDA. GFG-PDA with finite-state
    resolvers are determinisable.
acknowledgement: 'Ismaël Jecker: Funded by the European Union’s Horizon 2020 research
  and innovation programme under the Marie Skłodowska-Curie grant agreement No 754411.
  Karoliina Lehtinen: Funded by the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement No 892704.'
alternative_title:
- LIPIcs
article_number: '53'
article_processing_charge: No
arxiv: 1
author:
- first_name: Shibashis
  full_name: Guha, Shibashis
  last_name: Guha
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
- first_name: Karoliina
  full_name: Lehtinen, Karoliina
  last_name: Lehtinen
- first_name: Martin
  full_name: Zimmermann, Martin
  last_name: Zimmermann
citation:
  ama: 'Guha S, Jecker IR, Lehtinen K, Zimmermann M. A bit of nondeterminism makes
    pushdown automata expressive and succinct. In: <i>46th International Symposium
    on Mathematical Foundations of Computer Science</i>. Vol 202. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">10.4230/LIPIcs.MFCS.2021.53</a>'
  apa: 'Guha, S., Jecker, I. R., Lehtinen, K., &#38; Zimmermann, M. (2021). A bit
    of nondeterminism makes pushdown automata expressive and succinct. In <i>46th
    International Symposium on Mathematical Foundations of Computer Science</i> (Vol.
    202). Tallinn, Estonia: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">https://doi.org/10.4230/LIPIcs.MFCS.2021.53</a>'
  chicago: Guha, Shibashis, Ismael R Jecker, Karoliina Lehtinen, and Martin Zimmermann.
    “A Bit of Nondeterminism Makes Pushdown Automata Expressive and Succinct.” In
    <i>46th International Symposium on Mathematical Foundations of Computer Science</i>,
    Vol. 202. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">https://doi.org/10.4230/LIPIcs.MFCS.2021.53</a>.
  ieee: S. Guha, I. R. Jecker, K. Lehtinen, and M. Zimmermann, “A bit of nondeterminism
    makes pushdown automata expressive and succinct,” in <i>46th International Symposium
    on Mathematical Foundations of Computer Science</i>, Tallinn, Estonia, 2021, vol.
    202.
  ista: 'Guha S, Jecker IR, Lehtinen K, Zimmermann M. 2021. A bit of nondeterminism
    makes pushdown automata expressive and succinct. 46th International Symposium
    on Mathematical Foundations of Computer Science. MFCS: Mathematical Foundations
    of Computer Science, LIPIcs, vol. 202, 53.'
  mla: Guha, Shibashis, et al. “A Bit of Nondeterminism Makes Pushdown Automata Expressive
    and Succinct.” <i>46th International Symposium on Mathematical Foundations of
    Computer Science</i>, vol. 202, 53, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">10.4230/LIPIcs.MFCS.2021.53</a>.
  short: S. Guha, I.R. Jecker, K. Lehtinen, M. Zimmermann, in:, 46th International
    Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl -
    Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-08-27
  location: Tallinn, Estonia
  name: 'MFCS: Mathematical Foundations of Computer Science'
  start_date: 2021-08-23
date_created: 2021-10-03T22:01:23Z
date_published: 2021-08-18T00:00:00Z
date_updated: 2022-05-13T08:21:56Z
day: '18'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.MFCS.2021.53
ec_funded: 1
external_id:
  arxiv:
  - '2105.02611'
file:
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  date_updated: 2021-10-06T12:44:05Z
  file_id: '10097'
  file_name: 2021_LIPIcs_Guha.pdf
  file_size: 825567
  relation: main_file
  success: 1
file_date_updated: 2021-10-06T12:44:05Z
has_accepted_license: '1'
intvolume: '       202'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 46th International Symposium on Mathematical Foundations of Computer
  Science
publication_identifier:
  isbn:
  - 978-3-9597-7201-3
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: A bit of nondeterminism makes pushdown automata expressive and succinct
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  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
volume: 202
year: '2021'
...
---
_id: '10191'
abstract:
- lang: eng
  text: "In this work we solve the algorithmic problem of consistency verification
    for the TSO and PSO memory models given a reads-from map, denoted VTSO-rf and
    VPSO-rf, respectively. For an execution of n events over k threads and d variables,
    we establish novel bounds that scale as nk+1 for TSO and as nk+1· min(nk2, 2k·
    d) for PSO. Moreover, based on our solution to these problems, we develop an SMC
    algorithm under TSO and PSO that uses the RF equivalence. The algorithm is exploration-optimal,
    in the sense that it is guaranteed to explore each class of the RF partitioning
    exactly once, and spends polynomial time per class when k is bounded. Finally,
    we implement all our algorithms in the SMC tool Nidhugg, and perform a large number
    of experiments over benchmarks from existing literature. Our experimental results
    show that our algorithms for VTSO-rf and VPSO-rf provide significant scalability
    improvements over standard alternatives. Moreover, when used for SMC, the RF partitioning
    is often much coarser than the standard Shasha-Snir partitioning for TSO/PSO,
    which yields a significant speedup in the model checking task.\r\n\r\n"
acknowledgement: "The research was partially funded by the ERC CoG 863818 (ForM-SMArt)
  and the Vienna Science\r\nand Technology Fund (WWTF) through project ICT15-003."
article_number: '164'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Truc Lam
  full_name: Bui, Truc Lam
  last_name: Bui
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Tushar
  full_name: Gautam, Tushar
  last_name: Gautam
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
- first_name: Viktor
  full_name: Toman, Viktor
  id: 3AF3DA7C-F248-11E8-B48F-1D18A9856A87
  last_name: Toman
  orcid: 0000-0001-9036-063X
citation:
  ama: Bui TL, Chatterjee K, Gautam T, Pavlogiannis A, Toman V. The reads-from equivalence
    for the TSO and PSO memory models. <i>Proceedings of the ACM on Programming Languages</i>.
    2021;5(OOPSLA). doi:<a href="https://doi.org/10.1145/3485541">10.1145/3485541</a>
  apa: Bui, T. L., Chatterjee, K., Gautam, T., Pavlogiannis, A., &#38; Toman, V. (2021).
    The reads-from equivalence for the TSO and PSO memory models. <i>Proceedings of
    the ACM on Programming Languages</i>. Association for Computing Machinery. <a
    href="https://doi.org/10.1145/3485541">https://doi.org/10.1145/3485541</a>
  chicago: Bui, Truc Lam, Krishnendu Chatterjee, Tushar Gautam, Andreas Pavlogiannis,
    and Viktor Toman. “The Reads-from Equivalence for the TSO and PSO Memory Models.”
    <i>Proceedings of the ACM on Programming Languages</i>. Association for Computing
    Machinery, 2021. <a href="https://doi.org/10.1145/3485541">https://doi.org/10.1145/3485541</a>.
  ieee: T. L. Bui, K. Chatterjee, T. Gautam, A. Pavlogiannis, and V. Toman, “The reads-from
    equivalence for the TSO and PSO memory models,” <i>Proceedings of the ACM on Programming
    Languages</i>, vol. 5, no. OOPSLA. Association for Computing Machinery, 2021.
  ista: Bui TL, Chatterjee K, Gautam T, Pavlogiannis A, Toman V. 2021. The reads-from
    equivalence for the TSO and PSO memory models. Proceedings of the ACM on Programming
    Languages. 5(OOPSLA), 164.
  mla: Bui, Truc Lam, et al. “The Reads-from Equivalence for the TSO and PSO Memory
    Models.” <i>Proceedings of the ACM on Programming Languages</i>, vol. 5, no. OOPSLA,
    164, Association for Computing Machinery, 2021, doi:<a href="https://doi.org/10.1145/3485541">10.1145/3485541</a>.
  short: T.L. Bui, K. Chatterjee, T. Gautam, A. Pavlogiannis, V. Toman, Proceedings
    of the ACM on Programming Languages 5 (2021).
date_created: 2021-10-27T15:05:34Z
date_published: 2021-10-15T00:00:00Z
date_updated: 2025-07-14T09:10:16Z
day: '15'
ddc:
- '000'
department:
- _id: GradSch
- _id: KrCh
doi: 10.1145/3485541
ec_funded: 1
external_id:
  arxiv:
  - '2011.11763'
file:
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  file_id: '10215'
  file_name: 2021_ProcACMPL_Bui.pdf
  file_size: 2903485
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  success: 1
file_date_updated: 2021-11-04T07:24:48Z
has_accepted_license: '1'
intvolume: '         5'
issue: OOPSLA
keyword:
- safety
- risk
- reliability and quality
- software
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
publication: Proceedings of the ACM on Programming Languages
publication_identifier:
  eissn:
  - 2475-1421
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
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  - id: '10199'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: The reads-from equivalence for the TSO and PSO memory models
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 5
year: '2021'
...
---
_id: '10199'
abstract:
- lang: eng
  text: The design and verification of concurrent systems remains an open challenge
    due to the non-determinism that arises from the inter-process communication. In
    particular, concurrent programs are notoriously difficult both to be written correctly
    and to be analyzed formally, as complex thread interaction has to be accounted
    for. The difficulties are further exacerbated when concurrent programs get executed
    on modern-day hardware, which contains various buffering and caching mechanisms
    for efficiency reasons. This causes further subtle non-determinism, which can
    often produce very unintuitive behavior of the concurrent programs. Model checking
    is at the forefront of tackling the verification problem, where the task is to
    decide, given as input a concurrent system and a desired property, whether the
    system satisfies the property. The inherent state-space explosion problem in model
    checking of concurrent systems causes naïve explicit methods not to scale, thus
    more inventive methods are required. One such method is stateless model checking
    (SMC), which explores in memory-efficient manner the program executions rather
    than the states of the program. State-of-the-art SMC is typically coupled with
    partial order reduction (POR) techniques, which argue that certain executions
    provably produce identical system behavior, thus limiting the amount of executions
    one needs to explore in order to cover all possible behaviors. Another method
    to tackle the state-space explosion is symbolic model checking, where the considered
    techniques operate on a succinct implicit representation of the input system rather
    than explicitly accessing the system. In this thesis we present new techniques
    for verification of concurrent systems. We present several novel POR methods for
    SMC of concurrent programs under various models of semantics, some of which account
    for write-buffering mechanisms. Additionally, we present novel algorithms for
    symbolic model checking of finite-state concurrent systems, where the desired
    property of the systems is to ensure a formally defined notion of fairness.
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Viktor
  full_name: Toman, Viktor
  id: 3AF3DA7C-F248-11E8-B48F-1D18A9856A87
  last_name: Toman
  orcid: 0000-0001-9036-063X
citation:
  ama: Toman V. Improved verification techniques for concurrent systems. 2021. doi:<a
    href="https://doi.org/10.15479/at:ista:10199">10.15479/at:ista:10199</a>
  apa: Toman, V. (2021). <i>Improved verification techniques for concurrent systems</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:10199">https://doi.org/10.15479/at:ista:10199</a>
  chicago: Toman, Viktor. “Improved Verification Techniques for Concurrent Systems.”
    Institute of Science and Technology Austria, 2021. <a href="https://doi.org/10.15479/at:ista:10199">https://doi.org/10.15479/at:ista:10199</a>.
  ieee: V. Toman, “Improved verification techniques for concurrent systems,” Institute
    of Science and Technology Austria, 2021.
  ista: Toman V. 2021. Improved verification techniques for concurrent systems. Institute
    of Science and Technology Austria.
  mla: Toman, Viktor. <i>Improved Verification Techniques for Concurrent Systems</i>.
    Institute of Science and Technology Austria, 2021, doi:<a href="https://doi.org/10.15479/at:ista:10199">10.15479/at:ista:10199</a>.
  short: V. Toman, Improved Verification Techniques for Concurrent Systems, Institute
    of Science and Technology Austria, 2021.
date_created: 2021-10-29T20:09:01Z
date_published: 2021-10-31T00:00:00Z
date_updated: 2025-07-14T09:10:16Z
day: '31'
ddc:
- '000'
degree_awarded: PhD
department:
- _id: GradSch
- _id: KrCh
doi: 10.15479/at:ista:10199
ec_funded: 1
file:
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  checksum: 4f412a1ee60952221b499a4b1268df35
  content_type: application/pdf
  creator: vtoman
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  date_updated: 2021-11-08T14:12:22Z
  file_id: '10225'
  file_name: toman_th_final.pdf
  file_size: 2915234
  relation: main_file
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  checksum: 9584943f99127be2dd2963f6784c37d4
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has_accepted_license: '1'
keyword:
- concurrency
- verification
- model checking
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '166'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
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  - id: '10190'
    relation: part_of_dissertation
    status: public
  - id: '9987'
    relation: part_of_dissertation
    status: public
  - id: '141'
    relation: part_of_dissertation
    status: public
  - id: '10191'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
title: Improved verification techniques for concurrent systems
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2021'
...
---
_id: '10293'
abstract:
- lang: eng
  text: "Indirect reciprocity in evolutionary game theory is a prominent mechanism
    for explaining the evolution of cooperation among unrelated individuals. In contrast
    to direct reciprocity, which is based on individuals meeting repeatedly, and conditionally
    cooperating by using their own experiences, indirect reciprocity is based on individuals’
    reputations. If a player helps another, this increases the helper’s public standing,
    benefitting them in the future. This lets cooperation in the population emerge
    without individuals having to meet more than once. While the two modes of reciprocity
    are intertwined, they are difficult to compare. Thus, they are usually studied
    in isolation. Direct reciprocity can maintain cooperation with simple strategies,
    and is robust against noise even when players do not remember more\r\nthan their
    partner’s last action. Meanwhile, indirect reciprocity requires its successful
    strategies, or social norms, to be more complex. Exhaustive search previously
    identified eight such norms, called the “leading eight”, which excel at maintaining
    cooperation. However, as the first result of this thesis, we show that the leading
    eight break down once we remove the fundamental assumption that information is
    synchronized and public, such that everyone agrees on reputations. Once we consider
    a more realistic scenario of imperfect information, where reputations are private,
    and individuals occasionally misinterpret or miss observations, the leading eight
    do not promote cooperation anymore. Instead, minor initial disagreements can proliferate,
    fragmenting populations into subgroups. In a next step, we consider ways to mitigate
    this issue. We first explore whether introducing “generosity” can stabilize cooperation
    when players use the leading eight strategies in noisy environments. This approach
    of modifying strategies to include probabilistic elements for coping with errors
    is known to work well in direct reciprocity. However, as we show here, it fails
    for the more complex norms of indirect reciprocity. Imperfect information still
    prevents cooperation from evolving. On the other hand, we succeeded to show in
    this thesis that modifying the leading eight to use “quantitative assessment”,
    i.e. tracking reputation scores on a scale beyond good and bad, and making overall
    judgments of others based on a threshold, is highly successful, even when noise
    increases in the environment. Cooperation can flourish when reputations\r\nare
    more nuanced, and players have a broader understanding what it means to be “good.”
    Finally, we present a single theoretical framework that unites the two modes of
    reciprocity despite their differences. Within this framework, we identify a novel
    simple and successful strategy for indirect reciprocity, which can cope with noisy
    environments and has an analogue in direct reciprocity. We can also analyze decision
    making when different sources of information are available. Our results help highlight
    that for sustaining cooperation, already the most simple rules of reciprocity
    can be sufficient."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Laura
  full_name: Schmid, Laura
  id: 38B437DE-F248-11E8-B48F-1D18A9856A87
  last_name: Schmid
  orcid: 0000-0002-6978-7329
citation:
  ama: Schmid L. Evolution of cooperation via (in)direct reciprocity under imperfect
    information. 2021. doi:<a href="https://doi.org/10.15479/at:ista:10293">10.15479/at:ista:10293</a>
  apa: Schmid, L. (2021). <i>Evolution of cooperation via (in)direct reciprocity under
    imperfect information</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:10293">https://doi.org/10.15479/at:ista:10293</a>
  chicago: Schmid, Laura. “Evolution of Cooperation via (in)Direct Reciprocity under
    Imperfect Information.” Institute of Science and Technology Austria, 2021. <a
    href="https://doi.org/10.15479/at:ista:10293">https://doi.org/10.15479/at:ista:10293</a>.
  ieee: L. Schmid, “Evolution of cooperation via (in)direct reciprocity under imperfect
    information,” Institute of Science and Technology Austria, 2021.
  ista: Schmid L. 2021. Evolution of cooperation via (in)direct reciprocity under
    imperfect information. Institute of Science and Technology Austria.
  mla: Schmid, Laura. <i>Evolution of Cooperation via (in)Direct Reciprocity under
    Imperfect Information</i>. Institute of Science and Technology Austria, 2021,
    doi:<a href="https://doi.org/10.15479/at:ista:10293">10.15479/at:ista:10293</a>.
  short: L. Schmid, Evolution of Cooperation via (in)Direct Reciprocity under Imperfect
    Information, Institute of Science and Technology Austria, 2021.
date_created: 2021-11-15T17:12:57Z
date_published: 2021-11-17T00:00:00Z
date_updated: 2025-07-14T09:10:09Z
day: '17'
ddc:
- '519'
- '576'
degree_awarded: PhD
department:
- _id: GradSch
- _id: KrCh
doi: 10.15479/at:ista:10293
ec_funded: 1
file:
- access_level: closed
  checksum: 86a05b430756ca12ae8107b6e6f3c1e5
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  creator: lschmid
  date_created: 2021-11-18T12:41:46Z
  date_updated: 2022-12-20T23:30:08Z
  embargo_to: open_access
  file_id: '10305'
  file_name: submission_new.zip
  file_size: 29703124
  relation: source_file
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  checksum: d940af042e94660c6b6a7b4f0b184d47
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  creator: lschmid
  date_created: 2021-11-18T12:59:15Z
  date_updated: 2022-12-20T23:30:08Z
  embargo: 2022-10-18
  file_id: '10306'
  file_name: thesis_new_upload.pdf
  file_size: 8320985
  relation: main_file
file_date_updated: 2022-12-20T23:30:08Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '171'
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '9997'
    relation: part_of_dissertation
    status: public
  - id: '2'
    relation: part_of_dissertation
    status: public
  - id: '9402'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
title: Evolution of cooperation via (in)direct reciprocity under imperfect information
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2021'
...
---
_id: '10414'
abstract:
- lang: eng
  text: 'We consider the almost-sure (a.s.) termination problem for probabilistic
    programs, which are a stochastic extension of classical imperative programs. Lexicographic
    ranking functions provide a sound and practical approach for termination of non-probabilistic
    programs, and their extension to probabilistic programs is achieved via lexicographic
    ranking supermartingales (LexRSMs). However, LexRSMs introduced in the previous
    work have a limitation that impedes their automation: all of their components
    have to be non-negative in all reachable states. This might result in LexRSM not
    existing even for simple terminating programs. Our contributions are twofold:
    First, we introduce a generalization of LexRSMs which allows for some components
    to be negative. This standard feature of non-probabilistic termination proofs
    was hitherto not known to be sound in the probabilistic setting, as the soundness
    proof requires a careful analysis of the underlying stochastic process. Second,
    we present polynomial-time algorithms using our generalized LexRSMs for proving
    a.s. termination in broad classes of linear-arithmetic programs.'
acknowledgement: This research was partially supported by the ERC CoG 863818 (ForM-SMArt),
  the Czech Science Foundation grant No. GJ19-15134Y, and the European Union’s Horizon
  2020 research and innovation programme under the Marie Skłodowska-Curie Grant Agreement
  No. 665385.
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Ehsan Kafshdar
  full_name: Goharshady, Ehsan Kafshdar
  last_name: Goharshady
- first_name: Petr
  full_name: Novotný, Petr
  id: 3CC3B868-F248-11E8-B48F-1D18A9856A87
  last_name: Novotný
- first_name: Jiří
  full_name: Zárevúcky, Jiří
  last_name: Zárevúcky
- first_name: Dorde
  full_name: Zikelic, Dorde
  id: 294AA7A6-F248-11E8-B48F-1D18A9856A87
  last_name: Zikelic
  orcid: 0000-0002-4681-1699
citation:
  ama: 'Chatterjee K, Goharshady EK, Novotný P, Zárevúcky J, Zikelic D. On lexicographic
    proof rules for probabilistic termination. In: <i>24th International Symposium
    on Formal Methods</i>. Vol 13047. Springer Nature; 2021:619-639. doi:<a href="https://doi.org/10.1007/978-3-030-90870-6_33">10.1007/978-3-030-90870-6_33</a>'
  apa: 'Chatterjee, K., Goharshady, E. K., Novotný, P., Zárevúcky, J., &#38; Zikelic,
    D. (2021). On lexicographic proof rules for probabilistic termination. In <i>24th
    International Symposium on Formal Methods</i> (Vol. 13047, pp. 619–639). Virtual:
    Springer Nature. <a href="https://doi.org/10.1007/978-3-030-90870-6_33">https://doi.org/10.1007/978-3-030-90870-6_33</a>'
  chicago: Chatterjee, Krishnendu, Ehsan Kafshdar Goharshady, Petr Novotný, Jiří Zárevúcky,
    and Dorde Zikelic. “On Lexicographic Proof Rules for Probabilistic Termination.”
    In <i>24th International Symposium on Formal Methods</i>, 13047:619–39. Springer
    Nature, 2021. <a href="https://doi.org/10.1007/978-3-030-90870-6_33">https://doi.org/10.1007/978-3-030-90870-6_33</a>.
  ieee: K. Chatterjee, E. K. Goharshady, P. Novotný, J. Zárevúcky, and D. Zikelic,
    “On lexicographic proof rules for probabilistic termination,” in <i>24th International
    Symposium on Formal Methods</i>, Virtual, 2021, vol. 13047, pp. 619–639.
  ista: 'Chatterjee K, Goharshady EK, Novotný P, Zárevúcky J, Zikelic D. 2021. On
    lexicographic proof rules for probabilistic termination. 24th International Symposium
    on Formal Methods. FM: Formal Methods, LNCS, vol. 13047, 619–639.'
  mla: Chatterjee, Krishnendu, et al. “On Lexicographic Proof Rules for Probabilistic
    Termination.” <i>24th International Symposium on Formal Methods</i>, vol. 13047,
    Springer Nature, 2021, pp. 619–39, doi:<a href="https://doi.org/10.1007/978-3-030-90870-6_33">10.1007/978-3-030-90870-6_33</a>.
  short: K. Chatterjee, E.K. Goharshady, P. Novotný, J. Zárevúcky, D. Zikelic, in:,
    24th International Symposium on Formal Methods, Springer Nature, 2021, pp. 619–639.
conference:
  end_date: 2021-11-26
  location: Virtual
  name: 'FM: Formal Methods'
  start_date: 2021-11-20
date_created: 2021-12-05T23:01:45Z
date_published: 2021-11-10T00:00:00Z
date_updated: 2025-07-14T09:10:11Z
day: '10'
department:
- _id: KrCh
doi: 10.1007/978-3-030-90870-6_33
ec_funded: 1
external_id:
  arxiv:
  - '2108.02188'
  isi:
  - '000758218600033'
intvolume: '     13047'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2108.02188
month: '11'
oa: 1
oa_version: Preprint
page: 619-639
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication: 24th International Symposium on Formal Methods
publication_identifier:
  eisbn:
  - 978-3-030-90870-6
  eissn:
  - 1611-3349
  isbn:
  - 9-783-0309-0869-0
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '14539'
    relation: dissertation_contains
    status: public
  - id: '14778'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: On lexicographic proof rules for probabilistic termination
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 13047
year: '2021'
...
---
_id: '10629'
abstract:
- lang: eng
  text: "Product graphs arise naturally in formal verification and program analysis.
    For example, the analysis of two concurrent threads requires the product of two
    component control-flow graphs, and for language inclusion of deterministic automata
    the product of two automata is constructed. In many cases, the component graphs
    have constant treewidth, e.g., when the input contains control-flow graphs of
    programs. We consider the algorithmic analysis of products of two constant-treewidth
    graphs with respect to three classic specification languages, namely, (a) algebraic
    properties, (b) mean-payoff properties, and (c) initial credit for energy properties.\r\nOur
    main contributions are as follows. Consider a graph G that is the product of two
    constant-treewidth graphs of size n each. First, given an idempotent semiring,
    we present an algorithm that computes the semiring transitive closure of G in
    time Õ(n⁴). Since the output has size Θ(n⁴), our algorithm is optimal (up to
    polylog factors). Second, given a mean-payoff objective, we present an O(n³)-time
    algorithm for deciding whether the value of a starting state is non-negative,
    improving the previously known O(n⁴) bound. Third, given an initial credit for
    energy objective, we present an O(n⁵)-time algorithm for computing the minimum
    initial credit for all nodes of G, improving the previously known O(n⁸) bound.
    At the heart of our approach lies an algorithm for the efficient construction
    of strongly-balanced tree decompositions of constant-treewidth graphs. Given a
    constant-treewidth graph G' of n nodes and a positive integer λ, our algorithm
    constructs a binary tree decomposition of G' of width O(λ) with the property that
    the size of each subtree decreases geometrically with rate (1/2 + 2^{-λ})."
alternative_title:
- LIPIcs
article_number: '42'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. Quantitative verification on
    product graphs of small treewidth. In: <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>. Vol 213. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">10.4230/LIPIcs.FSTTCS.2021.42</a>'
  apa: 'Chatterjee, K., Ibsen-Jensen, R., &#38; Pavlogiannis, A. (2021). Quantitative
    verification on product graphs of small treewidth. In <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i> (Vol.
    213). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42</a>'
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Andreas Pavlogiannis.
    “Quantitative Verification on Product Graphs of Small Treewidth.” In <i>41st IARCS
    Annual Conference on Foundations of Software Technology and Theoretical Computer
    Science</i>, Vol. 213. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
    <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and A. Pavlogiannis, “Quantitative verification
    on product graphs of small treewidth,” in <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, Virtual, 2021, vol.
    213.
  ista: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. 2021. Quantitative verification
    on product graphs of small treewidth. 41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science. FSTTCS: Foundations of
    Software Technology and Theoretical Computer Science, LIPIcs, vol. 213, 42.'
  mla: Chatterjee, Krishnendu, et al. “Quantitative Verification on Product Graphs
    of Small Treewidth.” <i>41st IARCS Annual Conference on Foundations of Software
    Technology and Theoretical Computer Science</i>, vol. 213, 42, Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">10.4230/LIPIcs.FSTTCS.2021.42</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, A. Pavlogiannis, in:, 41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
conference:
  end_date: 2021-12-17
  location: Virtual
  name: 'FSTTCS: Foundations of Software Technology and Theoretical Computer Science'
  start_date: 2021-12-15
date_created: 2022-01-16T23:01:28Z
date_published: 2021-11-29T00:00:00Z
date_updated: 2022-01-17T10:39:40Z
day: '29'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.FSTTCS.2021.42
file:
- access_level: open_access
  checksum: 71141acdeffa9056f24d6dbef952d254
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-01-17T10:36:08Z
  date_updated: 2022-01-17T10:36:08Z
  file_id: '10633'
  file_name: 2021_LIPIcs_Chatterjee.pdf
  file_size: 891566
  relation: main_file
  success: 1
file_date_updated: 2022-01-17T10:36:08Z
has_accepted_license: '1'
intvolume: '       213'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
publication: 41st IARCS Annual Conference on Foundations of Software Technology and
  Theoretical Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7215-0
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Quantitative verification on product graphs of small treewidth
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 213
year: '2021'
...
---
_id: '10630'
abstract:
- lang: eng
  text: In the Intersection Non-emptiness problem, we are given a list of finite automata
    A_1, A_2,… , A_m over a common alphabet Σ as input, and the goal is to determine
    whether some string w ∈ Σ^* lies in the intersection of the languages accepted
    by the automata in the list. We analyze the complexity of the Intersection Non-emptiness
    problem under the promise that all input automata accept a language in some level
    of the dot-depth hierarchy, or some level of the Straubing-Thérien hierarchy.
    Automata accepting languages from the lowest levels of these hierarchies arise
    naturally in the context of model checking. We identify a dichotomy in the dot-depth
    hierarchy by showing that the problem is already NP-complete when all input automata
    accept languages of the levels B_0 or B_{1/2} and already PSPACE-hard when all
    automata accept a language from the level B_1. Conversely, we identify a tetrachotomy
    in the Straubing-Thérien hierarchy. More precisely, we show that the problem is
    in AC^0 when restricted to level L_0; complete for L or NL, depending on the input
    representation, when restricted to languages in the level L_{1/2}; NP-complete
    when the input is given as DFAs accepting a language in L_1 or L_{3/2}; and finally,
    PSPACE-complete when the input automata accept languages in level L_2 or higher.
    Moreover, we show that the proof technique used to show containment in NP for
    DFAs accepting languages in L_1 or L_{3/2} does not generalize to the context
    of NFAs. To prove this, we identify a family of languages that provide an exponential
    separation between the state complexity of general NFAs and that of partially
    ordered NFAs. To the best of our knowledge, this is the first superpolynomial
    separation between these two models of computation.
acknowledgement: "We like to thank Lukas Fleischer and Michael Wehar for our discussions.
  This work started at the Schloss Dagstuhl Event 20483 Moderne Aspekte der Komplexitätstheorie
  in der Automatentheorie https://www.dagstuhl.de/20483.\r\n"
alternative_title:
- LIPIcs
article_number: '34'
article_processing_charge: No
arxiv: 1
author:
- first_name: Emmanuel
  full_name: Arrighi, Emmanuel
  last_name: Arrighi
- first_name: Henning
  full_name: Fernau, Henning
  last_name: Fernau
- first_name: Stefan
  full_name: Hoffmann, Stefan
  last_name: Hoffmann
- first_name: Markus
  full_name: Holzer, Markus
  last_name: Holzer
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
- first_name: Mateus
  full_name: De Oliveira Oliveira, Mateus
  last_name: De Oliveira Oliveira
- first_name: Petra
  full_name: Wolf, Petra
  last_name: Wolf
citation:
  ama: 'Arrighi E, Fernau H, Hoffmann S, et al. On the complexity of intersection
    non-emptiness for star-free language classes. In: <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i>. Vol
    213. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">10.4230/LIPIcs.FSTTCS.2021.34</a>'
  apa: 'Arrighi, E., Fernau, H., Hoffmann, S., Holzer, M., Jecker, I. R., De Oliveira
    Oliveira, M., &#38; Wolf, P. (2021). On the complexity of intersection non-emptiness
    for star-free language classes. In <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i> (Vol. 213). Virtual:
    Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34</a>'
  chicago: Arrighi, Emmanuel, Henning Fernau, Stefan Hoffmann, Markus Holzer, Ismael
    R Jecker, Mateus De Oliveira Oliveira, and Petra Wolf. “On the Complexity of Intersection
    Non-Emptiness for Star-Free Language Classes.” In <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i>, Vol.
    213. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34</a>.
  ieee: E. Arrighi <i>et al.</i>, “On the complexity of intersection non-emptiness
    for star-free language classes,” in <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, Virtual, 2021, vol.
    213.
  ista: 'Arrighi E, Fernau H, Hoffmann S, Holzer M, Jecker IR, De Oliveira Oliveira
    M, Wolf P. 2021. On the complexity of intersection non-emptiness for star-free
    language classes. 41st IARCS Annual Conference on Foundations of Software Technology
    and Theoretical Computer Science. FSTTCS: Foundations of Software Technology and
    Theoretical Computer Science, LIPIcs, vol. 213, 34.'
  mla: Arrighi, Emmanuel, et al. “On the Complexity of Intersection Non-Emptiness
    for Star-Free Language Classes.” <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, vol. 213, 34, Schloss
    Dagstuhl - Leibniz Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">10.4230/LIPIcs.FSTTCS.2021.34</a>.
  short: E. Arrighi, H. Fernau, S. Hoffmann, M. Holzer, I.R. Jecker, M. De Oliveira
    Oliveira, P. Wolf, in:, 41st IARCS Annual Conference on Foundations of Software
    Technology and Theoretical Computer Science, Schloss Dagstuhl - Leibniz Zentrum
    für Informatik, 2021.
conference:
  end_date: 2021-12-17
  location: Virtual
  name: 'FSTTCS: Foundations of Software Technology and Theoretical Computer Science'
  start_date: 2021-12-15
date_created: 2022-01-16T23:01:29Z
date_published: 2021-11-29T00:00:00Z
date_updated: 2022-01-17T10:56:19Z
day: '29'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.FSTTCS.2021.34
ec_funded: 1
external_id:
  arxiv:
  - '2110.01279'
file:
- access_level: open_access
  checksum: d5a82ba893c3bc5da5914edbb3efb92b
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-01-17T10:49:03Z
  date_updated: 2022-01-17T10:49:03Z
  file_id: '10634'
  file_name: 2021_LIPIcs_Arrighi.pdf
  file_size: 844224
  relation: main_file
  success: 1
file_date_updated: 2022-01-17T10:49:03Z
has_accepted_license: '1'
intvolume: '       213'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 41st IARCS Annual Conference on Foundations of Software Technology and
  Theoretical Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7215-0
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the complexity of intersection non-emptiness for star-free language classes
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 213
year: '2021'
...
---
_id: '12767'
abstract:
- lang: eng
  text: "Several problems in planning and reactive synthesis can be reduced to the
    analysis of two-player quantitative graph games. Optimization is one form of analysis.
    We argue that in many cases it may be better to replace the optimization problem
    with the satisficing problem, where instead of searching for optimal solutions,
    the goal is to search for solutions that adhere to a given threshold bound.\r\nThis
    work defines and investigates the satisficing problem on a two-player graph game
    with the discounted-sum cost model. We show that while the satisficing problem
    can be solved using numerical methods just like the optimization problem, this
    approach does not render compelling benefits over optimization. When the discount
    factor is, however, an integer, we present another approach to satisficing, which
    is purely based on automata methods. We show that this approach is algorithmically
    more performant – both theoretically and empirically – and demonstrates the broader
    applicability of satisficing over optimization."
acknowledgement: We thank anonymous reviewers for valuable inputs. This work is supported
  in part by NSF grant 2030859 to the CRA for the CIFellows Project, NSF grants IIS-1527668,
  CCF-1704883, IIS-1830549, the ERC CoG 863818 (ForM-SMArt), and an award from the
  Maryland Procurement Office.
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Suguman
  full_name: Bansal, Suguman
  last_name: Bansal
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Moshe Y.
  full_name: Vardi, Moshe Y.
  last_name: Vardi
citation:
  ama: 'Bansal S, Chatterjee K, Vardi MY. On satisficing in quantitative games. In:
    <i>27th International Conference on Tools and Algorithms for the Construction
    and Analysis of Systems</i>. Vol 12651. Springer Nature; 2021:20-37. doi:<a href="https://doi.org/10.1007/978-3-030-72016-2">10.1007/978-3-030-72016-2</a>'
  apa: 'Bansal, S., Chatterjee, K., &#38; Vardi, M. Y. (2021). On satisficing in quantitative
    games. In <i>27th International Conference on Tools and Algorithms for the Construction
    and Analysis of Systems</i> (Vol. 12651, pp. 20–37). Luxembourg City, Luxembourg:
    Springer Nature. <a href="https://doi.org/10.1007/978-3-030-72016-2">https://doi.org/10.1007/978-3-030-72016-2</a>'
  chicago: Bansal, Suguman, Krishnendu Chatterjee, and Moshe Y. Vardi. “On Satisficing
    in Quantitative Games.” In <i>27th International Conference on Tools and Algorithms
    for the Construction and Analysis of Systems</i>, 12651:20–37. Springer Nature,
    2021. <a href="https://doi.org/10.1007/978-3-030-72016-2">https://doi.org/10.1007/978-3-030-72016-2</a>.
  ieee: S. Bansal, K. Chatterjee, and M. Y. Vardi, “On satisficing in quantitative
    games,” in <i>27th International Conference on Tools and Algorithms for the Construction
    and Analysis of Systems</i>, Luxembourg City, Luxembourg, 2021, vol. 12651, pp.
    20–37.
  ista: 'Bansal S, Chatterjee K, Vardi MY. 2021. On satisficing in quantitative games.
    27th International Conference on Tools and Algorithms for the Construction and
    Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis
    of Systems, LNCS, vol. 12651, 20–37.'
  mla: Bansal, Suguman, et al. “On Satisficing in Quantitative Games.” <i>27th International
    Conference on Tools and Algorithms for the Construction and Analysis of Systems</i>,
    vol. 12651, Springer Nature, 2021, pp. 20–37, doi:<a href="https://doi.org/10.1007/978-3-030-72016-2">10.1007/978-3-030-72016-2</a>.
  short: S. Bansal, K. Chatterjee, M.Y. Vardi, in:, 27th International Conference
    on Tools and Algorithms for the Construction and Analysis of Systems, Springer
    Nature, 2021, pp. 20–37.
conference:
  end_date: 2021-04-01
  location: Luxembourg City, Luxembourg
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2021-03-27
date_created: 2023-03-26T22:01:09Z
date_published: 2021-03-21T00:00:00Z
date_updated: 2025-07-14T09:09:51Z
day: '21'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1007/978-3-030-72016-2
ec_funded: 1
external_id:
  arxiv:
  - '2101.02594'
file:
- access_level: open_access
  checksum: b020b78b23587ce7610b1aafb4e63438
  content_type: application/pdf
  creator: dernst
  date_created: 2023-03-28T11:00:33Z
  date_updated: 2023-03-28T11:00:33Z
  file_id: '12777'
  file_name: 2021_LNCS_Bansal.pdf
  file_size: 747418
  relation: main_file
  success: 1
file_date_updated: 2023-03-28T11:00:33Z
has_accepted_license: '1'
intvolume: '     12651'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 20-37
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: 27th International Conference on Tools and Algorithms for the Construction
  and Analysis of Systems
publication_identifier:
  eissn:
  - 1611-3349
  isbn:
  - '9783030720155'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: On satisficing in quantitative games
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  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
volume: 12651
year: '2021'
...
---
_id: '9987'
abstract:
- lang: eng
  text: 'Stateless model checking (SMC) is one of the standard approaches to the verification
    of concurrent programs. As scheduling non-determinism creates exponentially large
    spaces of thread interleavings, SMC attempts to partition this space into equivalence
    classes and explore only a few representatives from each class. The efficiency
    of this approach depends on two factors: (a) the coarseness of the partitioning,
    and (b) the time to generate representatives in each class. For this reason, the
    search for coarse partitionings that are efficiently explorable is an active research
    challenge. In this work we present   RVF-SMC , a new SMC algorithm that uses a
    novel reads-value-from (RVF) partitioning. Intuitively, two interleavings are
    deemed equivalent if they agree on the value obtained in each read event, and
    read events induce consistent causal orderings between them. The RVF partitioning
    is provably coarser than recent approaches based on Mazurkiewicz and “reads-from”
    partitionings. Our experimental evaluation reveals that RVF is quite often a very
    effective equivalence, as the underlying partitioning is exponentially coarser
    than other approaches. Moreover,   RVF-SMC  generates representatives very efficiently,
    as the reduction in the partitioning is often met with significant speed-ups in
    the model checking task.'
acknowledgement: The research was partially funded by the ERC CoG 863818 (ForM-SMArt)
  and the Vienna Science and Technology Fund (WWTF) through project ICT15-003.
alternative_title:
- LNCS
article_processing_charge: Yes
arxiv: 1
author:
- first_name: Pratyush
  full_name: Agarwal, Pratyush
  last_name: Agarwal
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Shreya
  full_name: Pathak, Shreya
  last_name: Pathak
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
- first_name: Viktor
  full_name: Toman, Viktor
  id: 3AF3DA7C-F248-11E8-B48F-1D18A9856A87
  last_name: Toman
  orcid: 0000-0001-9036-063X
citation:
  ama: 'Agarwal P, Chatterjee K, Pathak S, Pavlogiannis A, Toman V. Stateless model
    checking under a reads-value-from equivalence. In: <i>33rd International Conference
    on Computer-Aided Verification </i>. Vol 12759. Springer Nature; 2021:341-366.
    doi:<a href="https://doi.org/10.1007/978-3-030-81685-8_16">10.1007/978-3-030-81685-8_16</a>'
  apa: 'Agarwal, P., Chatterjee, K., Pathak, S., Pavlogiannis, A., &#38; Toman, V.
    (2021). Stateless model checking under a reads-value-from equivalence. In <i>33rd
    International Conference on Computer-Aided Verification </i> (Vol. 12759, pp.
    341–366). Virtual: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-81685-8_16">https://doi.org/10.1007/978-3-030-81685-8_16</a>'
  chicago: Agarwal, Pratyush, Krishnendu Chatterjee, Shreya Pathak, Andreas Pavlogiannis,
    and Viktor Toman. “Stateless Model Checking under a Reads-Value-from Equivalence.”
    In <i>33rd International Conference on Computer-Aided Verification </i>, 12759:341–66.
    Springer Nature, 2021. <a href="https://doi.org/10.1007/978-3-030-81685-8_16">https://doi.org/10.1007/978-3-030-81685-8_16</a>.
  ieee: P. Agarwal, K. Chatterjee, S. Pathak, A. Pavlogiannis, and V. Toman, “Stateless
    model checking under a reads-value-from equivalence,” in <i>33rd International
    Conference on Computer-Aided Verification </i>, Virtual, 2021, vol. 12759, pp.
    341–366.
  ista: 'Agarwal P, Chatterjee K, Pathak S, Pavlogiannis A, Toman V. 2021. Stateless
    model checking under a reads-value-from equivalence. 33rd International Conference
    on Computer-Aided Verification . CAV: Computer Aided Verification , LNCS, vol.
    12759, 341–366.'
  mla: Agarwal, Pratyush, et al. “Stateless Model Checking under a Reads-Value-from
    Equivalence.” <i>33rd International Conference on Computer-Aided Verification
    </i>, vol. 12759, Springer Nature, 2021, pp. 341–66, doi:<a href="https://doi.org/10.1007/978-3-030-81685-8_16">10.1007/978-3-030-81685-8_16</a>.
  short: P. Agarwal, K. Chatterjee, S. Pathak, A. Pavlogiannis, V. Toman, in:, 33rd
    International Conference on Computer-Aided Verification , Springer Nature, 2021,
    pp. 341–366.
conference:
  end_date: 2021-07-23
  location: Virtual
  name: 'CAV: Computer Aided Verification '
  start_date: 2021-07-20
date_created: 2021-09-05T22:01:24Z
date_published: 2021-07-15T00:00:00Z
date_updated: 2025-07-14T09:10:15Z
day: '15'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1007/978-3-030-81685-8_16
ec_funded: 1
external_id:
  arxiv:
  - '2105.06424'
  isi:
  - '000698732400016'
file:
- access_level: open_access
  checksum: 4b346e5fbaa8b9bdf107819c7b2aadee
  content_type: application/pdf
  creator: dernst
  date_created: 2022-05-13T07:00:20Z
  date_updated: 2022-05-13T07:00:20Z
  file_id: '11368'
  file_name: 2021_LNCS_Agarwal.pdf
  file_size: 1516756
  relation: main_file
  success: 1
file_date_updated: 2022-05-13T07:00:20Z
has_accepted_license: '1'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 341-366
project:
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication: '33rd International Conference on Computer-Aided Verification '
publication_identifier:
  eisbn:
  - 978-3-030-81685-8
  eissn:
  - 1611-3349
  isbn:
  - 978-3-030-81684-1
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '10199'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Stateless model checking under a reads-value-from equivalence
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: '12759 '
year: '2021'
...
---
_id: '9997'
abstract:
- lang: eng
  text: Indirect reciprocity is a mechanism for the evolution of cooperation based
    on social norms. This mechanism requires that individuals in a population observe
    and judge each other’s behaviors. Individuals with a good reputation are more
    likely to receive help from others. Previous work suggests that indirect reciprocity
    is only effective when all relevant information is reliable and publicly available.
    Otherwise, individuals may disagree on how to assess others, even if they all
    apply the same social norm. Such disagreements can lead to a breakdown of cooperation.
    Here we explore whether the predominantly studied ‘leading eight’ social norms
    of indirect reciprocity can be made more robust by equipping them with an element
    of generosity. To this end, we distinguish between two kinds of generosity. According
    to assessment generosity, individuals occasionally assign a good reputation to
    group members who would usually be regarded as bad. According to action generosity,
    individuals occasionally cooperate with group members with whom they would usually
    defect. Using individual-based simulations, we show that the two kinds of generosity
    have a very different effect on the resulting reputation dynamics. Assessment
    generosity tends to add to the overall noise and allows defectors to invade. In
    contrast, a limited amount of action generosity can be beneficial in a few cases.
    However, even when action generosity is beneficial, the respective simulations
    do not result in full cooperation. Our results suggest that while generosity can
    favor cooperation when individuals use the most simple strategies of reciprocity,
    it is disadvantageous when individuals use more complex social norms.
acknowledgement: 'This work was supported by the European Research Council CoG 863818
  (ForM-SMArt) (to K.C.) and the European Research Council Starting Grant 850529:
  E-DIRECT (to C.H.). L.S. received additional partial support by the Austrian Science
  Fund (FWF) under Grant Z211-N23 (Wittgenstein Award).'
article_number: '17443'
article_processing_charge: Yes
article_type: original
author:
- first_name: Laura
  full_name: Schmid, Laura
  id: 38B437DE-F248-11E8-B48F-1D18A9856A87
  last_name: Schmid
  orcid: 0000-0002-6978-7329
- first_name: Pouya
  full_name: Shati, Pouya
  last_name: Shati
- first_name: Christian
  full_name: Hilbe, Christian
  last_name: Hilbe
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: Schmid L, Shati P, Hilbe C, Chatterjee K. The evolution of indirect reciprocity
    under action and assessment generosity. <i>Scientific Reports</i>. 2021;11(1).
    doi:<a href="https://doi.org/10.1038/s41598-021-96932-1">10.1038/s41598-021-96932-1</a>
  apa: Schmid, L., Shati, P., Hilbe, C., &#38; Chatterjee, K. (2021). The evolution
    of indirect reciprocity under action and assessment generosity. <i>Scientific
    Reports</i>. Springer Nature. <a href="https://doi.org/10.1038/s41598-021-96932-1">https://doi.org/10.1038/s41598-021-96932-1</a>
  chicago: Schmid, Laura, Pouya Shati, Christian Hilbe, and Krishnendu Chatterjee.
    “The Evolution of Indirect Reciprocity under Action and Assessment Generosity.”
    <i>Scientific Reports</i>. Springer Nature, 2021. <a href="https://doi.org/10.1038/s41598-021-96932-1">https://doi.org/10.1038/s41598-021-96932-1</a>.
  ieee: L. Schmid, P. Shati, C. Hilbe, and K. Chatterjee, “The evolution of indirect
    reciprocity under action and assessment generosity,” <i>Scientific Reports</i>,
    vol. 11, no. 1. Springer Nature, 2021.
  ista: Schmid L, Shati P, Hilbe C, Chatterjee K. 2021. The evolution of indirect
    reciprocity under action and assessment generosity. Scientific Reports. 11(1),
    17443.
  mla: Schmid, Laura, et al. “The Evolution of Indirect Reciprocity under Action and
    Assessment Generosity.” <i>Scientific Reports</i>, vol. 11, no. 1, 17443, Springer
    Nature, 2021, doi:<a href="https://doi.org/10.1038/s41598-021-96932-1">10.1038/s41598-021-96932-1</a>.
  short: L. Schmid, P. Shati, C. Hilbe, K. Chatterjee, Scientific Reports 11 (2021).
date_created: 2021-09-11T16:22:02Z
date_published: 2021-08-31T00:00:00Z
date_updated: 2025-07-14T09:10:09Z
day: '31'
ddc:
- '003'
department:
- _id: GradSch
- _id: KrCh
doi: 10.1038/s41598-021-96932-1
ec_funded: 1
external_id:
  isi:
  - '000692406400018'
  pmid:
  - '34465830'
file:
- access_level: open_access
  checksum: 19df8816cf958b272b85841565c73182
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-09-13T10:31:21Z
  date_updated: 2021-09-13T10:31:21Z
  file_id: '10006'
  file_name: 2021_ScientificReports_Schmid.pdf
  file_size: 2424943
  relation: main_file
  success: 1
file_date_updated: 2021-09-13T10:31:21Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
keyword:
- Multidisciplinary
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: Scientific Reports
publication_identifier:
  eissn:
  - 2045-2322
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '10293'
    relation: dissertation_contains
    status: public
status: public
title: The evolution of indirect reciprocity under action and assessment generosity
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 11
year: '2021'
...
---
_id: '7810'
abstract:
- lang: eng
  text: "Interprocedural data-flow analyses form an expressive and useful paradigm
    of numerous static analysis applications, such as live variables analysis, alias
    analysis and null pointers analysis. The most widely-used framework for interprocedural
    data-flow analysis is IFDS, which encompasses distributive data-flow functions
    over a finite domain. On-demand data-flow analyses restrict the focus of the analysis
    on specific program locations and data facts. This setting provides a natural
    split between (i) an offline (or preprocessing) phase, where the program is partially
    analyzed and analysis summaries are created, and (ii) an online (or query) phase,
    where analysis queries arrive on demand and the summaries are used to speed up
    answering queries.\r\nIn this work, we consider on-demand IFDS analyses where
    the queries concern program locations of the same procedure (aka same-context
    queries). We exploit the fact that flow graphs of programs have low treewidth
    to develop faster algorithms that are space and time optimal for many common data-flow
    analyses, in both the preprocessing and the query phase. We also use treewidth
    to develop query solutions that are embarrassingly parallelizable, i.e. the total
    work for answering each query is split to a number of threads such that each thread
    performs only a constant amount of work. Finally, we implement a static analyzer
    based on our algorithms, and perform a series of on-demand analysis experiments
    on standard benchmarks. Our experimental results show a drastic speed-up of the
    queries after only a lightweight preprocessing phase, which significantly outperforms
    existing techniques."
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Amir Kafshdar
  full_name: Goharshady, Amir Kafshdar
  id: 391365CE-F248-11E8-B48F-1D18A9856A87
  last_name: Goharshady
  orcid: 0000-0003-1702-6584
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: 'Chatterjee K, Goharshady AK, Ibsen-Jensen R, Pavlogiannis A. Optimal and perfectly
    parallel algorithms for on-demand data-flow analysis. In: <i>European Symposium
    on Programming</i>. Vol 12075. Springer Nature; 2020:112-140. doi:<a href="https://doi.org/10.1007/978-3-030-44914-8_5">10.1007/978-3-030-44914-8_5</a>'
  apa: 'Chatterjee, K., Goharshady, A. K., Ibsen-Jensen, R., &#38; Pavlogiannis, A.
    (2020). Optimal and perfectly parallel algorithms for on-demand data-flow analysis.
    In <i>European Symposium on Programming</i> (Vol. 12075, pp. 112–140). Dublin,
    Ireland: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-44914-8_5">https://doi.org/10.1007/978-3-030-44914-8_5</a>'
  chicago: Chatterjee, Krishnendu, Amir Kafshdar Goharshady, Rasmus Ibsen-Jensen,
    and Andreas Pavlogiannis. “Optimal and Perfectly Parallel Algorithms for On-Demand
    Data-Flow Analysis.” In <i>European Symposium on Programming</i>, 12075:112–40.
    Springer Nature, 2020. <a href="https://doi.org/10.1007/978-3-030-44914-8_5">https://doi.org/10.1007/978-3-030-44914-8_5</a>.
  ieee: K. Chatterjee, A. K. Goharshady, R. Ibsen-Jensen, and A. Pavlogiannis, “Optimal
    and perfectly parallel algorithms for on-demand data-flow analysis,” in <i>European
    Symposium on Programming</i>, Dublin, Ireland, 2020, vol. 12075, pp. 112–140.
  ista: 'Chatterjee K, Goharshady AK, Ibsen-Jensen R, Pavlogiannis A. 2020. Optimal
    and perfectly parallel algorithms for on-demand data-flow analysis. European Symposium
    on Programming. ESOP: Programming Languages and Systems, LNCS, vol. 12075, 112–140.'
  mla: Chatterjee, Krishnendu, et al. “Optimal and Perfectly Parallel Algorithms for
    On-Demand Data-Flow Analysis.” <i>European Symposium on Programming</i>, vol.
    12075, Springer Nature, 2020, pp. 112–40, doi:<a href="https://doi.org/10.1007/978-3-030-44914-8_5">10.1007/978-3-030-44914-8_5</a>.
  short: K. Chatterjee, A.K. Goharshady, R. Ibsen-Jensen, A. Pavlogiannis, in:, European
    Symposium on Programming, Springer Nature, 2020, pp. 112–140.
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  location: Dublin, Ireland
  name: 'ESOP: Programming Languages and Systems'
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publisher: Springer Nature
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  - id: '8934'
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    status: public
scopus_import: '1'
status: public
title: Optimal and perfectly parallel algorithms for on-demand data-flow analysis
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 12075
year: '2020'
...
---
_id: '7955'
abstract:
- lang: eng
  text: Simple stochastic games are turn-based 2½-player games with a reachability
    objective. The basic question asks whether one player can ensure reaching a given
    target with at least a given probability. A natural extension is games with a
    conjunction of such conditions as objective. Despite a plethora of recent results
    on the analysis of systems with multiple objectives, the decidability of this
    basic problem remains open. In this paper, we present an algorithm approximating
    the Pareto frontier of the achievable values to a given precision. Moreover, it
    is an anytime algorithm, meaning it can be stopped at any time returning the current
    approximation and its error bound.
acknowledgement: "Pranav Ashok, Jan Křetínský and Maximilian Weininger were funded
  in part by TUM IGSSE Grant 10.06 (PARSEC) and the German Research Foundation (DFG)
  project KR 4890/2-1\r\n“Statistical Unbounded Verification”. Krishnendu Chatterjee
  was supported by the ERC CoG 863818 (ForM-SMArt) and Vienna Science and Technology
  Fund (WWTF) Project ICT15-\r\n003. Tobias Winkler was supported by the RTG 2236
  UnRAVe."
article_processing_charge: No
arxiv: 1
author:
- first_name: Pranav
  full_name: Ashok, Pranav
  last_name: Ashok
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Jan
  full_name: Kretinsky, Jan
  last_name: Kretinsky
- first_name: Maximilian
  full_name: Weininger, Maximilian
  last_name: Weininger
- first_name: Tobias
  full_name: Winkler, Tobias
  last_name: Winkler
citation:
  ama: 'Ashok P, Chatterjee K, Kretinsky J, Weininger M, Winkler T. Approximating
    values of generalized-reachability stochastic games. In: <i>Proceedings of the
    35th Annual ACM/IEEE Symposium on Logic in Computer Science </i>. Association
    for Computing Machinery; 2020:102-115. doi:<a href="https://doi.org/10.1145/3373718.3394761">10.1145/3373718.3394761</a>'
  apa: 'Ashok, P., Chatterjee, K., Kretinsky, J., Weininger, M., &#38; Winkler, T.
    (2020). Approximating values of generalized-reachability stochastic games. In
    <i>Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science
    </i> (pp. 102–115). Saarbrücken, Germany: Association for Computing Machinery.
    <a href="https://doi.org/10.1145/3373718.3394761">https://doi.org/10.1145/3373718.3394761</a>'
  chicago: Ashok, Pranav, Krishnendu Chatterjee, Jan Kretinsky, Maximilian Weininger,
    and Tobias Winkler. “Approximating Values of Generalized-Reachability Stochastic
    Games.” In <i>Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer
    Science </i>, 102–15. Association for Computing Machinery, 2020. <a href="https://doi.org/10.1145/3373718.3394761">https://doi.org/10.1145/3373718.3394761</a>.
  ieee: P. Ashok, K. Chatterjee, J. Kretinsky, M. Weininger, and T. Winkler, “Approximating
    values of generalized-reachability stochastic games,” in <i>Proceedings of the
    35th Annual ACM/IEEE Symposium on Logic in Computer Science </i>, Saarbrücken,
    Germany, 2020, pp. 102–115.
  ista: 'Ashok P, Chatterjee K, Kretinsky J, Weininger M, Winkler T. 2020. Approximating
    values of generalized-reachability stochastic games. Proceedings of the 35th Annual
    ACM/IEEE Symposium on Logic in Computer Science . LICS: Symposium on Logic in
    Computer Science, 102–115.'
  mla: Ashok, Pranav, et al. “Approximating Values of Generalized-Reachability Stochastic
    Games.” <i>Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer
    Science </i>, Association for Computing Machinery, 2020, pp. 102–15, doi:<a href="https://doi.org/10.1145/3373718.3394761">10.1145/3373718.3394761</a>.
  short: P. Ashok, K. Chatterjee, J. Kretinsky, M. Weininger, T. Winkler, in:, Proceedings
    of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science , Association
    for Computing Machinery, 2020, pp. 102–115.
conference:
  end_date: 2020-07-11
  location: Saarbrücken, Germany
  name: 'LICS: Symposium on Logic in Computer Science'
  start_date: 2020-07-08
date_created: 2020-06-14T22:00:48Z
date_published: 2020-07-08T00:00:00Z
date_updated: 2025-06-02T08:53:42Z
day: '08'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1145/3373718.3394761
ec_funded: 1
external_id:
  arxiv:
  - '1908.05106'
  isi:
  - '000665014900010'
file:
- access_level: open_access
  checksum: d0d0288fe991dd16cf5f02598b794240
  content_type: application/pdf
  creator: dernst
  date_created: 2020-11-25T09:38:14Z
  date_updated: 2020-11-25T09:38:14Z
  file_id: '8804'
  file_name: 2020_LICS_Ashok.pdf
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  relation: main_file
  success: 1
file_date_updated: 2020-11-25T09:38:14Z
has_accepted_license: '1'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 102-115
project:
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
publication: 'Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer
  Science '
publication_identifier:
  isbn:
  - '9781450371049'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Approximating values of generalized-reachability stochastic games
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2020'
...
