---
_id: '744'
abstract:
- lang: eng
text: In evolutionary game theory interactions between individuals are often assumed
obligatory. However, in many real-life situations, individuals can decide to opt
out of an interaction depending on the information they have about the opponent.
We consider a simple evolutionary game theoretic model to study such a scenario,
where at each encounter between two individuals the type of the opponent (cooperator/defector)
is known with some probability, and where each individual either accepts or opts
out of the interaction. If the type of the opponent is unknown, a trustful individual
accepts the interaction, whereas a suspicious individual opts out of the interaction.
If either of the two individuals opt out both individuals remain without an interaction.
We show that in the prisoners dilemma optional interactions along with suspicious
behaviour facilitates the emergence of trustful cooperation.
article_processing_charge: No
article_type: original
author:
- first_name: Tadeas
full_name: Priklopil, Tadeas
id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
last_name: Priklopil
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Martin
full_name: Nowak, Martin
last_name: Nowak
citation:
ama: Priklopil T, Chatterjee K, Nowak M. Optional interactions and suspicious behaviour
facilitates trustful cooperation in prisoners dilemma. Journal of Theoretical
Biology. 2017;433:64-72. doi:10.1016/j.jtbi.2017.08.025
apa: Priklopil, T., Chatterjee, K., & Nowak, M. (2017). Optional interactions
and suspicious behaviour facilitates trustful cooperation in prisoners dilemma.
Journal of Theoretical Biology. Elsevier. https://doi.org/10.1016/j.jtbi.2017.08.025
chicago: Priklopil, Tadeas, Krishnendu Chatterjee, and Martin Nowak. “Optional Interactions
and Suspicious Behaviour Facilitates Trustful Cooperation in Prisoners Dilemma.”
Journal of Theoretical Biology. Elsevier, 2017. https://doi.org/10.1016/j.jtbi.2017.08.025.
ieee: T. Priklopil, K. Chatterjee, and M. Nowak, “Optional interactions and suspicious
behaviour facilitates trustful cooperation in prisoners dilemma,” Journal
of Theoretical Biology, vol. 433. Elsevier, pp. 64–72, 2017.
ista: Priklopil T, Chatterjee K, Nowak M. 2017. Optional interactions and suspicious
behaviour facilitates trustful cooperation in prisoners dilemma. Journal of Theoretical
Biology. 433, 64–72.
mla: Priklopil, Tadeas, et al. “Optional Interactions and Suspicious Behaviour Facilitates
Trustful Cooperation in Prisoners Dilemma.” Journal of Theoretical Biology,
vol. 433, Elsevier, 2017, pp. 64–72, doi:10.1016/j.jtbi.2017.08.025.
short: T. Priklopil, K. Chatterjee, M. Nowak, Journal of Theoretical Biology 433
(2017) 64–72.
date_created: 2018-12-11T11:48:16Z
date_published: 2017-11-21T00:00:00Z
date_updated: 2023-09-27T12:29:02Z
day: '21'
ddc:
- '000'
- '570'
department:
- _id: KrCh
doi: 10.1016/j.jtbi.2017.08.025
ec_funded: 1
external_id:
isi:
- '000412039800007'
pmid:
- '28867224'
file:
- access_level: open_access
checksum: 4b43af1615ebf1a861840cb03d8a320c
content_type: application/pdf
creator: dernst
date_created: 2019-11-19T07:57:39Z
date_updated: 2020-07-14T12:47:58Z
file_id: '7047'
file_name: 2017_JournTheoretBio_Priklopil.pdf
file_size: 537323
relation: main_file
file_date_updated: 2020-07-14T12:47:58Z
has_accepted_license: '1'
intvolume: ' 433'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '11'
oa: 1
oa_version: Submitted Version
page: 64 - 72
pmid: 1
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication: ' Journal of Theoretical Biology'
publication_identifier:
issn:
- '00225193'
publication_status: published
publisher: Elsevier
publist_id: '6923'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optional interactions and suspicious behaviour facilitates trustful cooperation
in prisoners dilemma
tmp:
image: /images/cc_by_nc_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
(CC BY-NC-ND 4.0)
short: CC BY-NC-ND (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 433
year: '2017'
...
---
_id: '1407'
abstract:
- lang: eng
text: We consider the problem of computing the set of initial states of a dynamical
system such that there exists a control strategy to ensure that the trajectories
satisfy a temporal logic specification with probability 1 (almost-surely). We
focus on discrete-time, stochastic linear dynamics and specifications given as
formulas of the Generalized Reactivity(1) fragment of Linear Temporal Logic over
linear predicates in the states of the system. We propose a solution based on
iterative abstraction-refinement, and turn-based 2-player probabilistic games.
While the theoretical guarantee of our algorithm after any finite number of iterations
is only a partial solution, we show that if our algorithm terminates, then the
result is the set of all satisfying initial states. Moreover, for any (partial)
solution our algorithm synthesizes witness control strategies to ensure almost-sure
satisfaction of the temporal logic specification. While the proposed algorithm
guarantees progress and soundness in every iteration, it is computationally demanding.
We offer an alternative, more efficient solution for the reachability properties
that decomposes the problem into a series of smaller problems of the same type.
All algorithms are demonstrated on an illustrative case study.
article_processing_charge: No
arxiv: 1
author:
- first_name: Mária
full_name: Svoreňová, Mária
last_name: Svoreňová
- first_name: Jan
full_name: Kretinsky, Jan
id: 44CEF464-F248-11E8-B48F-1D18A9856A87
last_name: Kretinsky
orcid: 0000-0002-8122-2881
- first_name: Martin
full_name: Chmelik, Martin
id: 3624234E-F248-11E8-B48F-1D18A9856A87
last_name: Chmelik
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Ivana
full_name: Cěrná, Ivana
last_name: Cěrná
- first_name: Cǎlin
full_name: Belta, Cǎlin
last_name: Belta
citation:
ama: 'Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. Temporal
logic control for stochastic linear systems using abstraction refinement of probabilistic
games. Nonlinear Analysis: Hybrid Systems. 2017;23(2):230-253. doi:10.1016/j.nahs.2016.04.006'
apa: 'Svoreňová, M., Kretinsky, J., Chmelik, M., Chatterjee, K., Cěrná, I., &
Belta, C. (2017). Temporal logic control for stochastic linear systems using abstraction
refinement of probabilistic games. Nonlinear Analysis: Hybrid Systems.
Elsevier. https://doi.org/10.1016/j.nahs.2016.04.006'
chicago: 'Svoreňová, Mária, Jan Kretinsky, Martin Chmelik, Krishnendu Chatterjee,
Ivana Cěrná, and Cǎlin Belta. “Temporal Logic Control for Stochastic Linear Systems
Using Abstraction Refinement of Probabilistic Games.” Nonlinear Analysis: Hybrid
Systems. Elsevier, 2017. https://doi.org/10.1016/j.nahs.2016.04.006.'
ieee: 'M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, and C. Belta,
“Temporal logic control for stochastic linear systems using abstraction refinement
of probabilistic games,” Nonlinear Analysis: Hybrid Systems, vol. 23, no.
2. Elsevier, pp. 230–253, 2017.'
ista: 'Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. 2017.
Temporal logic control for stochastic linear systems using abstraction refinement
of probabilistic games. Nonlinear Analysis: Hybrid Systems. 23(2), 230–253.'
mla: 'Svoreňová, Mária, et al. “Temporal Logic Control for Stochastic Linear Systems
Using Abstraction Refinement of Probabilistic Games.” Nonlinear Analysis: Hybrid
Systems, vol. 23, no. 2, Elsevier, 2017, pp. 230–53, doi:10.1016/j.nahs.2016.04.006.'
short: 'M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, C. Belta,
Nonlinear Analysis: Hybrid Systems 23 (2017) 230–253.'
date_created: 2018-12-11T11:51:50Z
date_published: 2017-02-01T00:00:00Z
date_updated: 2023-09-20T09:43:09Z
day: '01'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1016/j.nahs.2016.04.006
ec_funded: 1
external_id:
arxiv:
- '1410.5387'
isi:
- '000390637000014'
intvolume: ' 23'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://arxiv.org/abs/1410.5387
month: '02'
oa: 1
oa_version: Preprint
page: 230 - 253
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
publication: 'Nonlinear Analysis: Hybrid Systems'
publication_status: published
publisher: Elsevier
publist_id: '5800'
quality_controlled: '1'
related_material:
record:
- id: '1689'
relation: earlier_version
status: public
scopus_import: '1'
status: public
title: Temporal logic control for stochastic linear systems using abstraction refinement
of probabilistic games
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 23
year: '2017'
...
---
_id: '5455'
abstract:
- lang: eng
text: 'A fundamental algorithmic problem at the heart of static analysis is Dyck
reachability. The input is a graphwhere the edges are labeled with different types
of opening and closing parentheses, and the reachabilityinformation is computed
via paths whose parentheses are properly matched. We present new results for Dyckreachability
problems with applications to alias analysis and data-dependence analysis. Our
main contributions,that include improved upper bounds as well as lower bounds
that establish optimality guarantees, are asfollows:First, we consider Dyck reachability
on bidirected graphs, which is the standard way of performing field-sensitive
points-to analysis. Given a bidirected graph withnnodes andmedges, we present:
(i) an algorithmwith worst-case running timeO(m+n·α(n)), whereα(n)is the inverse
Ackermann function, improving thepreviously knownO(n2)time bound; (ii) a matching
lower bound that shows that our algorithm is optimalwrt to worst-case complexity;
and (iii) an optimal average-case upper bound ofO(m)time, improving thepreviously
knownO(m·logn)bound.Second, we consider the problem of context-sensitive data-dependence
analysis, where the task is to obtainanalysis summaries of library code in the
presence of callbacks. Our algorithm preprocesses libraries in almostlinear time,
after which the contribution of the library in the complexity of the client analysis
is only linear,and only wrt the number of call sites.Third, we prove that combinatorial
algorithms for Dyck reachability on general graphs with truly sub-cubic bounds
cannot be obtained without obtaining sub-cubic combinatorial algorithms for Boolean
MatrixMultiplication, which is a long-standing open problem. Thus we establish
that the existing combinatorialalgorithms for Dyck reachability are (conditionally)
optimal for general graphs. We also show that the samehardness holds for graphs
of constant treewidth.Finally, we provide a prototype implementation of our algorithms
for both alias analysis and data-dependenceanalysis. Our experimental evaluation
demonstrates that the new algorithms significantly outperform allexisting methods
on the two problems, over real-world benchmarks.'
alternative_title:
- IST Austria Technical Report
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: Bhavya
full_name: Choudhary, Bhavya
last_name: Choudhary
- 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, Choudhary B, Pavlogiannis A. Optimal Dyck Reachability for
Data-Dependence and Alias Analysis. IST Austria; 2017. doi:10.15479/AT:IST-2017-870-v1-1
apa: Chatterjee, K., Choudhary, B., & Pavlogiannis, A. (2017). Optimal Dyck
reachability for data-dependence and alias analysis. IST Austria. https://doi.org/10.15479/AT:IST-2017-870-v1-1
chicago: Chatterjee, Krishnendu, Bhavya Choudhary, and Andreas Pavlogiannis. Optimal
Dyck Reachability for Data-Dependence and Alias Analysis. IST Austria, 2017.
https://doi.org/10.15479/AT:IST-2017-870-v1-1.
ieee: K. Chatterjee, B. Choudhary, and A. Pavlogiannis, Optimal Dyck reachability
for data-dependence and alias analysis. IST Austria, 2017.
ista: Chatterjee K, Choudhary B, Pavlogiannis A. 2017. Optimal Dyck reachability
for data-dependence and alias analysis, IST Austria, 37p.
mla: Chatterjee, Krishnendu, et al. Optimal Dyck Reachability for Data-Dependence
and Alias Analysis. IST Austria, 2017, doi:10.15479/AT:IST-2017-870-v1-1.
short: K. Chatterjee, B. Choudhary, A. Pavlogiannis, Optimal Dyck Reachability for
Data-Dependence and Alias Analysis, IST Austria, 2017.
date_created: 2018-12-12T11:39:26Z
date_published: 2017-10-23T00:00:00Z
date_updated: 2023-02-21T15:54:10Z
day: '23'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2017-870-v1-1
file:
- access_level: open_access
checksum: 177a84a46e3ac17e87b31534ad16a4c9
content_type: application/pdf
creator: system
date_created: 2018-12-12T11:54:02Z
date_updated: 2020-07-14T12:46:59Z
file_id: '5524'
file_name: IST-2017-870-v1+1_main.pdf
file_size: 960491
relation: main_file
file_date_updated: 2020-07-14T12:46:59Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '37'
publication_identifier:
issn:
- 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '870'
related_material:
record:
- id: '10416'
relation: later_version
status: public
status: public
title: Optimal Dyck reachability for data-dependence and alias analysis
type: technical_report
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2017'
...
---
_id: '5456'
abstract:
- lang: eng
text: "We present a new dynamic partial-order reduction method for stateless model
checking of concurrent programs. A common approach for exploring program behaviors
relies on enumerating the traces of the program, without storing the visited states
(aka stateless exploration). As the number of distinct traces grows exponentially,
dynamic partial-order reduction (DPOR) techniques have been successfully used
to partition the space of traces into equivalence classes (Mazurkiewicz partitioning),
with the goal of exploring only few representative traces from each class.\r\nWe
introduce a new equivalence on traces under sequential consistency semantics,
which we call the observation equivalence. Two traces are observationally equivalent
if every read event observes the same write event in both traces. While the traditional
Mazurkiewicz equivalence is control-centric, our new definition is data-centric.
We show that our observation equivalence is coarser than the Mazurkiewicz equivalence,
and in many cases even exponentially coarser. We devise a DPOR exploration of
the trace space, called data-centric DPOR, based on the observation equivalence.\r\n1.
For acyclic architectures, our algorithm is guaranteed to explore exactly one
representative trace from each observation class, while spending polynomial time
per class. Hence, our algorithm is optimal wrt the observation equivalence, and
in several cases explores exponentially fewer traces than any enumerative method
based on the Mazurkiewicz equivalence.\r\n2. For cyclic architectures, we consider
an equivalence between traces which is finer than the observation equivalence;
but coarser than the Mazurkiewicz equivalence, and in some cases is exponentially
coarser. Our data-centric DPOR algorithm remains optimal under this trace equivalence.
\r\nFinally, we perform a basic experimental comparison between the existing Mazurkiewicz-based
DPOR and our data-centric DPOR on a set of academic benchmarks. Our results show
a significant reduction in both running time and the number of explored equivalence
classes."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Marek
full_name: Chalupa, Marek
last_name: Chalupa
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Andreas
full_name: Pavlogiannis, Andreas
id: 49704004-F248-11E8-B48F-1D18A9856A87
last_name: Pavlogiannis
orcid: 0000-0002-8943-0722
- first_name: Nishant
full_name: Sinha, Nishant
last_name: Sinha
- first_name: Kapil
full_name: Vaidya, Kapil
last_name: Vaidya
citation:
ama: Chalupa M, Chatterjee K, Pavlogiannis A, Sinha N, Vaidya K. Data-Centric
Dynamic Partial Order Reduction. IST Austria; 2017. doi:10.15479/AT:IST-2017-872-v1-1
apa: Chalupa, M., Chatterjee, K., Pavlogiannis, A., Sinha, N., & Vaidya, K.
(2017). Data-centric dynamic partial order reduction. IST Austria. https://doi.org/10.15479/AT:IST-2017-872-v1-1
chicago: Chalupa, Marek, Krishnendu Chatterjee, Andreas Pavlogiannis, Nishant Sinha,
and Kapil Vaidya. Data-Centric Dynamic Partial Order Reduction. IST Austria,
2017. https://doi.org/10.15479/AT:IST-2017-872-v1-1.
ieee: M. Chalupa, K. Chatterjee, A. Pavlogiannis, N. Sinha, and K. Vaidya, Data-centric
dynamic partial order reduction. IST Austria, 2017.
ista: Chalupa M, Chatterjee K, Pavlogiannis A, Sinha N, Vaidya K. 2017. Data-centric
dynamic partial order reduction, IST Austria, 36p.
mla: Chalupa, Marek, et al. Data-Centric Dynamic Partial Order Reduction.
IST Austria, 2017, doi:10.15479/AT:IST-2017-872-v1-1.
short: M. Chalupa, K. Chatterjee, A. Pavlogiannis, N. Sinha, K. Vaidya, Data-Centric
Dynamic Partial Order Reduction, IST Austria, 2017.
date_created: 2018-12-12T11:39:26Z
date_published: 2017-10-23T00:00:00Z
date_updated: 2023-02-23T12:26:54Z
day: '23'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2017-872-v1-1
file:
- access_level: open_access
checksum: d2635c4cf013000f0a1b09e80f9e4ab7
content_type: application/pdf
creator: system
date_created: 2018-12-12T11:53:26Z
date_updated: 2020-07-14T12:46:59Z
file_id: '5487'
file_name: IST-2017-872-v1+1_main.pdf
file_size: 910347
relation: main_file
file_date_updated: 2020-07-14T12:46:59Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '36'
publication_identifier:
issn:
- 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '872'
related_material:
record:
- id: '10417'
relation: later_version
status: public
- id: '5448'
relation: earlier_version
status: public
status: public
title: Data-centric dynamic partial order reduction
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2017'
...
---
_id: '551'
abstract:
- lang: eng
text: 'Evolutionary graph theory studies the evolutionary dynamics in a population
structure given as a connected graph. Each node of the graph represents an individual
of the population, and edges determine how offspring are placed. We consider the
classical birth-death Moran process where there are two types of individuals,
namely, the residents with fitness 1 and mutants with fitness r. The fitness indicates
the reproductive strength. The evolutionary dynamics happens as follows: in the
initial step, in a population of all resident individuals a mutant is introduced,
and then at each step, an individual is chosen proportional to the fitness of
its type to reproduce, and the offspring replaces a neighbor uniformly at random.
The process stops when all individuals are either residents or mutants. The probability
that all individuals in the end are mutants is called the fixation probability,
which is a key factor in the rate of evolution. We consider the problem of approximating
the fixation probability. The class of algorithms that is extremely relevant for
approximation of the fixation probabilities is the Monte-Carlo simulation of the
process. Previous results present a polynomial-time Monte-Carlo algorithm for
undirected graphs when r is given in unary. First, we present a simple modification:
instead of simulating each step, we discard ineffective steps, where no node changes
type (i.e., either residents replace residents, or mutants replace mutants). Using
the above simple modification and our result that the number of effective steps
is concentrated around the expected number of effective steps, we present faster
polynomial-time Monte-Carlo algorithms for undirected graphs. Our algorithms are
always at least a factor O(n2/ log n) faster as compared to the previous algorithms,
where n is the number of nodes, and is polynomial even if r is given in binary.
We also present lower bounds showing that the upper bound on the expected number
of effective steps we present is asymptotically tight for undirected graphs. '
alternative_title:
- LIPIcs
article_number: '61'
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: Martin
full_name: Nowak, Martin
last_name: Nowak
citation:
ama: 'Chatterjee K, Ibsen-Jensen R, Nowak M. Faster Monte Carlo algorithms for fixation
probability of the Moran process on undirected graphs. In: Leibniz International
Proceedings in Informatics. Vol 83. Schloss Dagstuhl - Leibniz-Zentrum für
Informatik; 2017. doi:10.4230/LIPIcs.MFCS.2017.61'
apa: 'Chatterjee, K., Ibsen-Jensen, R., & Nowak, M. (2017). Faster Monte Carlo
algorithms for fixation probability of the Moran process on undirected graphs.
In Leibniz International Proceedings in Informatics (Vol. 83). Aalborg,
Denmark: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.MFCS.2017.61'
chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Martin Nowak. “Faster
Monte Carlo Algorithms for Fixation Probability of the Moran Process on Undirected
Graphs.” In Leibniz International Proceedings in Informatics, Vol. 83.
Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2017. https://doi.org/10.4230/LIPIcs.MFCS.2017.61.
ieee: K. Chatterjee, R. Ibsen-Jensen, and M. Nowak, “Faster Monte Carlo algorithms
for fixation probability of the Moran process on undirected graphs,” in Leibniz
International Proceedings in Informatics, Aalborg, Denmark, 2017, vol. 83.
ista: 'Chatterjee K, Ibsen-Jensen R, Nowak M. 2017. Faster Monte Carlo algorithms
for fixation probability of the Moran process on undirected graphs. Leibniz International
Proceedings in Informatics. MFCS: Mathematical Foundations of Computer Science
(SG), LIPIcs, vol. 83, 61.'
mla: Chatterjee, Krishnendu, et al. “Faster Monte Carlo Algorithms for Fixation
Probability of the Moran Process on Undirected Graphs.” Leibniz International
Proceedings in Informatics, vol. 83, 61, Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2017, doi:10.4230/LIPIcs.MFCS.2017.61.
short: K. Chatterjee, R. Ibsen-Jensen, M. Nowak, in:, Leibniz International Proceedings
in Informatics, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2017.
conference:
end_date: 2017-08-25
location: Aalborg, Denmark
name: 'MFCS: Mathematical Foundations of Computer Science (SG)'
start_date: 2017-08-21
date_created: 2018-12-11T11:47:08Z
date_published: 2017-11-01T00:00:00Z
date_updated: 2021-01-12T08:02:34Z
day: '01'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.MFCS.2017.61
file:
- access_level: open_access
checksum: 2eed5224c0e4e259484a1d71acb8ba6a
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:18:04Z
date_updated: 2020-07-14T12:47:00Z
file_id: '5322'
file_name: IST-2018-924-v1+1_LIPIcs-MFCS-2017-61.pdf
file_size: 535077
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has_accepted_license: '1'
intvolume: ' 83'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '11'
oa: 1
oa_version: Published Version
publication: Leibniz International Proceedings in Informatics
publication_identifier:
isbn:
- 978-395977046-0
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '7263'
pubrep_id: '924'
quality_controlled: '1'
scopus_import: 1
status: public
title: Faster Monte Carlo algorithms for fixation probability of the Moran process
on undirected 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: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 83
year: '2017'
...
---
_id: '552'
abstract:
- lang: eng
text: 'Graph games provide the foundation for modeling and synthesis of reactive
processes. Such games are played over graphs where the vertices are controlled
by two adversarial players. We consider graph games where the objective of the
first player is the conjunction of a qualitative objective (specified as a parity
condition) and a quantitative objective (specified as a meanpayoff condition).
There are two variants of the problem, namely, the threshold problem where the
quantitative goal is to ensure that the mean-payoff value is above a threshold,
and the value problem where the quantitative goal is to ensure the optimal mean-payoff
value; in both cases ensuring the qualitative parity objective. The previous best-known
algorithms for game graphs with n vertices, m edges, parity objectives with d
priorities, and maximal absolute reward value W for mean-payoff objectives, are
as follows: O(nd+1 . m . w) for the threshold problem, and O(nd+2 · m · W) for
the value problem. Our main contributions are faster algorithms, and the running
times of our algorithms are as follows: O(nd-1 · m ·W) for the threshold problem,
and O(nd · m · W · log(n · W)) for the value problem. For mean-payoff parity objectives
with two priorities, our algorithms match the best-known bounds of the algorithms
for mean-payoff games (without conjunction with parity objectives). Our results
are relevant in synthesis of reactive systems with both functional requirement
(given as a qualitative objective) and performance requirement (given as a quantitative
objective).'
alternative_title:
- LIPIcs
article_number: '39'
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: Alexander
full_name: Svozil, Alexander
last_name: Svozil
citation:
ama: 'Chatterjee K, Henzinger MH, Svozil A. Faster algorithms for mean-payoff parity
games. In: Leibniz International Proceedings in Informatics. Vol 83. Schloss
Dagstuhl - Leibniz-Zentrum für Informatik; 2017. doi:10.4230/LIPIcs.MFCS.2017.39'
apa: 'Chatterjee, K., Henzinger, M. H., & Svozil, A. (2017). Faster algorithms
for mean-payoff parity games. In Leibniz International Proceedings in Informatics
(Vol. 83). Aalborg, Denmark: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
https://doi.org/10.4230/LIPIcs.MFCS.2017.39'
chicago: Chatterjee, Krishnendu, Monika H Henzinger, and Alexander Svozil. “Faster
Algorithms for Mean-Payoff Parity Games.” In Leibniz International Proceedings
in Informatics, Vol. 83. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2017. https://doi.org/10.4230/LIPIcs.MFCS.2017.39.
ieee: K. Chatterjee, M. H. Henzinger, and A. Svozil, “Faster algorithms for mean-payoff
parity games,” in Leibniz International Proceedings in Informatics, Aalborg,
Denmark, 2017, vol. 83.
ista: 'Chatterjee K, Henzinger MH, Svozil A. 2017. Faster algorithms for mean-payoff
parity games. Leibniz International Proceedings in Informatics. MFCS: Mathematical
Foundations of Computer Science (SG), LIPIcs, vol. 83, 39.'
mla: Chatterjee, Krishnendu, et al. “Faster Algorithms for Mean-Payoff Parity Games.”
Leibniz International Proceedings in Informatics, vol. 83, 39, Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2017, doi:10.4230/LIPIcs.MFCS.2017.39.
short: K. Chatterjee, M.H. Henzinger, A. Svozil, in:, Leibniz International Proceedings
in Informatics, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2017.
conference:
end_date: 2017-08-25
location: Aalborg, Denmark
name: 'MFCS: Mathematical Foundations of Computer Science (SG)'
start_date: 2017-08-21
date_created: 2018-12-11T11:47:08Z
date_published: 2017-11-01T00:00:00Z
date_updated: 2023-02-14T10:06:46Z
day: '01'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.MFCS.2017.39
ec_funded: 1
file:
- access_level: open_access
checksum: c67f4866ddbfd555afef1f63ae9a8fc7
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:16:57Z
date_updated: 2020-07-14T12:47:00Z
file_id: '5248'
file_name: IST-2018-923-v1+1_LIPIcs-MFCS-2017-39.pdf
file_size: 610339
relation: main_file
file_date_updated: 2020-07-14T12:47:00Z
has_accepted_license: '1'
intvolume: ' 83'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication: Leibniz International Proceedings in Informatics
publication_identifier:
isbn:
- 978-395977046-0
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '7262'
pubrep_id: '923'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Faster algorithms for mean-payoff parity games
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
short: CC BY (3.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 83
year: '2017'
...
---
_id: '553'
abstract:
- lang: eng
text: 'We consider two player, zero-sum, finite-state concurrent reachability games,
played for an infinite number of rounds, where in every round, each player simultaneously
and independently of the other players chooses an action, whereafter the successor
state is determined by a probability distribution given by the current state and
the chosen actions. Player 1 wins iff a designated goal state is eventually visited.
We are interested in the complexity of stationary strategies measured by their
patience, which is defined as the inverse of the smallest non-zero probability
employed. Our main results are as follows: We show that: (i) the optimal bound
on the patience of optimal and -optimal strategies, for both players is doubly
exponential; and (ii) even in games with a single non-absorbing state exponential
(in the number of actions) patience is necessary. '
alternative_title:
- LIPIcs
article_number: '55'
author:
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Kristofer
full_name: Hansen, Kristofer
last_name: Hansen
- first_name: Rasmus
full_name: Ibsen-Jensen, Rasmus
id: 3B699956-F248-11E8-B48F-1D18A9856A87
last_name: Ibsen-Jensen
orcid: 0000-0003-4783-0389
citation:
ama: 'Chatterjee K, Hansen K, Ibsen-Jensen R. Strategy complexity of concurrent
safety games. In: Leibniz International Proceedings in Informatics. Vol
83. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2017. doi:10.4230/LIPIcs.MFCS.2017.55'
apa: 'Chatterjee, K., Hansen, K., & Ibsen-Jensen, R. (2017). Strategy complexity
of concurrent safety games. In Leibniz International Proceedings in Informatics
(Vol. 83). Aalborg, Denmark: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
https://doi.org/10.4230/LIPIcs.MFCS.2017.55'
chicago: Chatterjee, Krishnendu, Kristofer Hansen, and Rasmus Ibsen-Jensen. “Strategy
Complexity of Concurrent Safety Games.” In Leibniz International Proceedings
in Informatics, Vol. 83. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2017. https://doi.org/10.4230/LIPIcs.MFCS.2017.55.
ieee: K. Chatterjee, K. Hansen, and R. Ibsen-Jensen, “Strategy complexity of concurrent
safety games,” in Leibniz International Proceedings in Informatics, Aalborg,
Denmark, 2017, vol. 83.
ista: 'Chatterjee K, Hansen K, Ibsen-Jensen R. 2017. Strategy complexity of concurrent
safety games. Leibniz International Proceedings in Informatics. MFCS: Mathematical
Foundations of Computer Science (SG), LIPIcs, vol. 83, 55.'
mla: Chatterjee, Krishnendu, et al. “Strategy Complexity of Concurrent Safety Games.”
Leibniz International Proceedings in Informatics, vol. 83, 55, Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2017, doi:10.4230/LIPIcs.MFCS.2017.55.
short: K. Chatterjee, K. Hansen, R. Ibsen-Jensen, in:, Leibniz International Proceedings
in Informatics, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2017.
conference:
end_date: 2017-08-25
location: Aalborg, Denmark
name: 'MFCS: Mathematical Foundations of Computer Science (SG)'
start_date: 2017-08-21
date_created: 2018-12-11T11:47:08Z
date_published: 2017-11-01T00:00:00Z
date_updated: 2021-01-12T08:02:35Z
day: '01'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.MFCS.2017.55
file:
- access_level: open_access
checksum: 7101facb56ade363205c695d72dbd173
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:09:29Z
date_updated: 2020-07-14T12:47:00Z
file_id: '4753'
file_name: IST-2018-922-v1+1_LIPIcs-MFCS-2017-55.pdf
file_size: 549967
relation: main_file
file_date_updated: 2020-07-14T12:47:00Z
has_accepted_license: '1'
intvolume: ' 83'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1506.02434
month: '11'
oa: 1
oa_version: Published Version
publication: Leibniz International Proceedings in Informatics
publication_identifier:
isbn:
- 978-395977046-0
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '7261'
pubrep_id: '922'
quality_controlled: '1'
scopus_import: 1
status: public
title: Strategy complexity of concurrent safety 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: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 83
year: '2017'
...
---
_id: '5559'
abstract:
- lang: eng
text: Strong amplifiers of natural selection
article_processing_charge: No
author:
- first_name: Andreas
full_name: Pavlogiannis, Andreas
id: 49704004-F248-11E8-B48F-1D18A9856A87
last_name: Pavlogiannis
orcid: 0000-0002-8943-0722
- first_name: Josef
full_name: Tkadlec, Josef
id: 3F24CCC8-F248-11E8-B48F-1D18A9856A87
last_name: Tkadlec
orcid: 0000-0002-1097-9684
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Martin
full_name: Nowak , Martin
last_name: 'Nowak '
citation:
ama: Pavlogiannis A, Tkadlec J, Chatterjee K, Nowak M. Strong amplifiers of natural
selection. 2017. doi:10.15479/AT:ISTA:51
apa: Pavlogiannis, A., Tkadlec, J., Chatterjee, K., & Nowak , M. (2017). Strong
amplifiers of natural selection. Institute of Science and Technology Austria.
https://doi.org/10.15479/AT:ISTA:51
chicago: Pavlogiannis, Andreas, Josef Tkadlec, Krishnendu Chatterjee, and Martin
Nowak . “Strong Amplifiers of Natural Selection.” Institute of Science and Technology
Austria, 2017. https://doi.org/10.15479/AT:ISTA:51.
ieee: A. Pavlogiannis, J. Tkadlec, K. Chatterjee, and M. Nowak , “Strong amplifiers
of natural selection.” Institute of Science and Technology Austria, 2017.
ista: Pavlogiannis A, Tkadlec J, Chatterjee K, Nowak M. 2017. Strong amplifiers
of natural selection, Institute of Science and Technology Austria, 10.15479/AT:ISTA:51.
mla: Pavlogiannis, Andreas, et al. Strong Amplifiers of Natural Selection.
Institute of Science and Technology Austria, 2017, doi:10.15479/AT:ISTA:51.
short: A. Pavlogiannis, J. Tkadlec, K. Chatterjee, M. Nowak , (2017).
datarep_id: '51'
date_created: 2018-12-12T12:31:32Z
date_published: 2017-01-02T00:00:00Z
date_updated: 2024-02-21T13:48:42Z
day: '02'
ddc:
- '519'
department:
- _id: KrCh
doi: 10.15479/AT:ISTA:51
ec_funded: 1
file:
- access_level: open_access
checksum: b427dd46a30096a1911b245640c47af8
content_type: video/mp4
creator: system
date_created: 2018-12-12T13:05:18Z
date_updated: 2020-07-14T12:47:02Z
file_id: '5644'
file_name: IST-2017-51-v1+2_illustration.mp4
file_size: 32987015
relation: main_file
file_date_updated: 2020-07-14T12:47:02Z
has_accepted_license: '1'
keyword:
- natural selection
month: '01'
oa: 1
oa_version: Published Version
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '5452'
relation: research_paper
status: public
- id: '5751'
relation: research_paper
status: public
status: public
title: Strong amplifiers of natural selection
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2017'
...
---
_id: '625'
abstract:
- lang: eng
text: In the analysis of reactive systems a quantitative objective assigns a real
value to every trace of the system. The value decision problem for a quantitative
objective requires a trace whose value is at least a given threshold, and the
exact value decision problem requires a trace whose value is exactly the threshold.
We compare the computational complexity of the value and exact value decision
problems for classical quantitative objectives, such as sum, discounted sum, energy,
and mean-payoff for two standard models of reactive systems, namely, graphs and
graph games.
acknowledgement: 'This research was supported in part by the Austrian Science Fund
(FWF) under grants S11402-N23 and S11407-N23 (RiSE/SHiNE), and Z211-N23 (Wittgenstein
Award), ERC Start grant (279307: Graph Games), Vienna Science and Technology Fund
(WWTF) through project ICT15-003.'
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: Laurent
full_name: Doyen, Laurent
last_name: Doyen
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
citation:
ama: 'Chatterjee K, Doyen L, Henzinger TA. The cost of exactness in quantitative
reachability. In: Aceto L, Bacci G, Ingólfsdóttir A, Legay A, Mardare R, eds.
Models, Algorithms, Logics and Tools. Vol 10460. Theoretical Computer Science
and General Issues. Springer; 2017:367-381. doi:10.1007/978-3-319-63121-9_18'
apa: Chatterjee, K., Doyen, L., & Henzinger, T. A. (2017). The cost of exactness
in quantitative reachability. In L. Aceto, G. Bacci, A. Ingólfsdóttir, A. Legay,
& R. Mardare (Eds.), Models, Algorithms, Logics and Tools (Vol. 10460,
pp. 367–381). Springer. https://doi.org/10.1007/978-3-319-63121-9_18
chicago: Chatterjee, Krishnendu, Laurent Doyen, and Thomas A Henzinger. “The Cost
of Exactness in Quantitative Reachability.” In Models, Algorithms, Logics and
Tools, edited by Luca Aceto, Giorgio Bacci, Anna Ingólfsdóttir, Axel Legay,
and Radu Mardare, 10460:367–81. Theoretical Computer Science and General Issues.
Springer, 2017. https://doi.org/10.1007/978-3-319-63121-9_18.
ieee: K. Chatterjee, L. Doyen, and T. A. Henzinger, “The cost of exactness in quantitative
reachability,” in Models, Algorithms, Logics and Tools, vol. 10460, L.
Aceto, G. Bacci, A. Ingólfsdóttir, A. Legay, and R. Mardare, Eds. Springer, 2017,
pp. 367–381.
ista: 'Chatterjee K, Doyen L, Henzinger TA. 2017.The cost of exactness in quantitative
reachability. In: Models, Algorithms, Logics and Tools. LNCS, vol. 10460, 367–381.'
mla: Chatterjee, Krishnendu, et al. “The Cost of Exactness in Quantitative Reachability.”
Models, Algorithms, Logics and Tools, edited by Luca Aceto et al., vol.
10460, Springer, 2017, pp. 367–81, doi:10.1007/978-3-319-63121-9_18.
short: K. Chatterjee, L. Doyen, T.A. Henzinger, in:, L. Aceto, G. Bacci, A. Ingólfsdóttir,
A. Legay, R. Mardare (Eds.), Models, Algorithms, Logics and Tools, Springer, 2017,
pp. 367–381.
date_created: 2018-12-11T11:47:34Z
date_published: 2017-07-25T00:00:00Z
date_updated: 2025-06-02T08:53:45Z
day: '25'
ddc:
- '000'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/978-3-319-63121-9_18
ec_funded: 1
editor:
- first_name: Luca
full_name: Aceto, Luca
last_name: Aceto
- first_name: Giorgio
full_name: Bacci, Giorgio
last_name: Bacci
- first_name: Anna
full_name: Ingólfsdóttir, Anna
last_name: Ingólfsdóttir
- first_name: Axel
full_name: Legay, Axel
last_name: Legay
- first_name: Radu
full_name: Mardare, Radu
last_name: Mardare
file:
- access_level: open_access
checksum: b2402766ec02c79801aac634bd8f9f6c
content_type: application/pdf
creator: dernst
date_created: 2019-11-19T08:06:50Z
date_updated: 2020-07-14T12:47:25Z
file_id: '7048'
file_name: 2017_ModelsAlgorithms_Chatterjee.pdf
file_size: 192826
relation: main_file
file_date_updated: 2020-07-14T12:47:25Z
has_accepted_license: '1'
intvolume: ' 10460'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
page: 367 - 381
project:
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Moderne Concurrency Paradigms
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
grant_number: ICT15-003
name: Efficient Algorithms for Computer Aided Verification
publication: Models, Algorithms, Logics and Tools
publication_identifier:
isbn:
- 978-3-319-63120-2
issn:
- 0302-9743
publication_status: published
publisher: Springer
publist_id: '7170'
quality_controlled: '1'
scopus_import: '1'
series_title: Theoretical Computer Science and General Issues
status: public
title: The cost of exactness in quantitative reachability
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10460
year: '2017'
...
---
_id: '628'
abstract:
- lang: eng
text: We consider the problem of developing automated techniques for solving recurrence
relations to aid the expected-runtime analysis of programs. The motivation is
that several classical textbook algorithms have quite efficient expected-runtime
complexity, whereas the corresponding worst-case bounds are either inefficient
(e.g., Quick-Sort), or completely ineffective (e.g., Coupon-Collector). Since
the main focus of expected-runtime analysis is to obtain efficient bounds, we
consider bounds that are either logarithmic, linear or almost-linear (O(log n),
O(n), O(n · log n), respectively, where n represents the input size). Our main
contribution is an efficient (simple linear-time algorithm) sound approach for
deriving such expected-runtime bounds for the analysis of recurrence relations
induced by randomized algorithms. The experimental results show that our approach
can efficiently derive asymptotically optimal expected-runtime bounds for recurrences
of classical randomized algorithms, including Randomized-Search, Quick-Sort, Quick-Select,
Coupon-Collector, where the worst-case bounds are either inefficient (such as
linear as compared to logarithmic expected-runtime complexity, or quadratic as
compared to linear or almost-linear expected-runtime complexity), or ineffective.
alternative_title:
- LNCS
author:
- 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
last_name: Fu
- first_name: Aniket
full_name: Murhekar, Aniket
last_name: Murhekar
citation:
ama: 'Chatterjee K, Fu H, Murhekar A. Automated recurrence analysis for almost linear
expected runtime bounds. In: Majumdar R, Kunčak V, eds. Vol 10426. Springer; 2017:118-139.
doi:10.1007/978-3-319-63387-9_6'
apa: 'Chatterjee, K., Fu, H., & Murhekar, A. (2017). Automated recurrence analysis
for almost linear expected runtime bounds. In R. Majumdar & V. Kunčak (Eds.)
(Vol. 10426, pp. 118–139). Presented at the CAV: Computer Aided Verification,
Heidelberg, Germany: Springer. https://doi.org/10.1007/978-3-319-63387-9_6'
chicago: Chatterjee, Krishnendu, Hongfei Fu, and Aniket Murhekar. “Automated Recurrence
Analysis for Almost Linear Expected Runtime Bounds.” edited by Rupak Majumdar
and Viktor Kunčak, 10426:118–39. Springer, 2017. https://doi.org/10.1007/978-3-319-63387-9_6.
ieee: 'K. Chatterjee, H. Fu, and A. Murhekar, “Automated recurrence analysis for
almost linear expected runtime bounds,” presented at the CAV: Computer Aided Verification,
Heidelberg, Germany, 2017, vol. 10426, pp. 118–139.'
ista: 'Chatterjee K, Fu H, Murhekar A. 2017. Automated recurrence analysis for almost
linear expected runtime bounds. CAV: Computer Aided Verification, LNCS, vol. 10426,
118–139.'
mla: Chatterjee, Krishnendu, et al. Automated Recurrence Analysis for Almost
Linear Expected Runtime Bounds. Edited by Rupak Majumdar and Viktor Kunčak,
vol. 10426, Springer, 2017, pp. 118–39, doi:10.1007/978-3-319-63387-9_6.
short: K. Chatterjee, H. Fu, A. Murhekar, in:, R. Majumdar, V. Kunčak (Eds.), Springer,
2017, pp. 118–139.
conference:
end_date: 2017-07-28
location: Heidelberg, Germany
name: 'CAV: Computer Aided Verification'
start_date: 2017-07-24
date_created: 2018-12-11T11:47:35Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2021-01-12T08:06:55Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/978-3-319-63387-9_6
ec_funded: 1
editor:
- first_name: Rupak
full_name: Majumdar, Rupak
last_name: Majumdar
- first_name: Viktor
full_name: Kunčak, Viktor
last_name: Kunčak
intvolume: ' 10426'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1705.00314
month: '01'
oa: 1
oa_version: Submitted Version
page: 118 - 139
project:
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
grant_number: ICT15-003
name: Efficient Algorithms for Computer Aided Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication_identifier:
isbn:
- 978-331963386-2
publication_status: published
publisher: Springer
publist_id: '7166'
quality_controlled: '1'
scopus_import: 1
status: public
title: Automated recurrence analysis for almost linear expected runtime bounds
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 10426
year: '2017'
...
---
_id: '639'
abstract:
- lang: eng
text: We study the problem of developing efficient approaches for proving worst-case
bounds of non-deterministic recursive programs. Ranking functions are sound and
complete for proving termination and worst-case bounds of non-recursive programs.
First, we apply ranking functions to recursion, resulting in measure functions,
and show that they provide a sound and complete approach to prove worst-case bounds
of non-deterministic recursive programs. Our second contribution is the synthesis
of measure functions in non-polynomial forms. We show that non-polynomial measure
functions with logarithm and exponentiation can be synthesized through abstraction
of logarithmic or exponentiation terms, Farkas’ Lemma, and Handelman’s Theorem
using linear programming. While previous methods obtain worst-case polynomial
bounds, our approach can synthesize bounds of the form O(n log n) as well as O(nr)
where r is not an integer. We present experimental results to demonstrate that
our approach can efficiently obtain worst-case bounds of classical recursive algorithms
such as Merge-Sort, Closest-Pair, Karatsuba’s algorithm and Strassen’s algorithm.
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: Hongfei
full_name: Fu, Hongfei
last_name: Fu
- first_name: Amir
full_name: Goharshady, Amir
id: 391365CE-F248-11E8-B48F-1D18A9856A87
last_name: Goharshady
orcid: 0000-0003-1702-6584
citation:
ama: 'Chatterjee K, Fu H, Goharshady AK. Non-polynomial worst case analysis of recursive
programs. In: Majumdar R, Kunčak V, eds. Vol 10427. Springer; 2017:41-63. doi:10.1007/978-3-319-63390-9_3'
apa: 'Chatterjee, K., Fu, H., & Goharshady, A. K. (2017). Non-polynomial worst
case analysis of recursive programs. In R. Majumdar & V. Kunčak (Eds.) (Vol.
10427, pp. 41–63). Presented at the CAV: Computer Aided Verification, Heidelberg,
Germany: Springer. https://doi.org/10.1007/978-3-319-63390-9_3'
chicago: Chatterjee, Krishnendu, Hongfei Fu, and Amir Kafshdar Goharshady. “Non-Polynomial
Worst Case Analysis of Recursive Programs.” edited by Rupak Majumdar and Viktor
Kunčak, 10427:41–63. Springer, 2017. https://doi.org/10.1007/978-3-319-63390-9_3.
ieee: 'K. Chatterjee, H. Fu, and A. K. Goharshady, “Non-polynomial worst case analysis
of recursive programs,” presented at the CAV: Computer Aided Verification, Heidelberg,
Germany, 2017, vol. 10427, pp. 41–63.'
ista: 'Chatterjee K, Fu H, Goharshady AK. 2017. Non-polynomial worst case analysis
of recursive programs. CAV: Computer Aided Verification, LNCS, vol. 10427, 41–63.'
mla: Chatterjee, Krishnendu, et al. Non-Polynomial Worst Case Analysis of Recursive
Programs. Edited by Rupak Majumdar and Viktor Kunčak, vol. 10427, Springer,
2017, pp. 41–63, doi:10.1007/978-3-319-63390-9_3.
short: K. Chatterjee, H. Fu, A.K. Goharshady, in:, R. Majumdar, V. Kunčak (Eds.),
Springer, 2017, pp. 41–63.
conference:
end_date: 2017-07-28
location: Heidelberg, Germany
name: 'CAV: Computer Aided Verification'
start_date: 2017-07-24
date_created: 2018-12-11T11:47:39Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2025-06-02T08:53:47Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/978-3-319-63390-9_3
ec_funded: 1
editor:
- first_name: Rupak
full_name: Majumdar, Rupak
last_name: Majumdar
- first_name: Viktor
full_name: Kunčak, Viktor
last_name: Kunčak
external_id:
arxiv:
- '1705.00317'
intvolume: ' 10427'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1705.00317
month: '01'
oa: 1
oa_version: Submitted Version
page: 41 - 63
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication_identifier:
isbn:
- 978-331963389-3
publication_status: published
publisher: Springer
publist_id: '7149'
quality_controlled: '1'
related_material:
record:
- id: '8934'
relation: dissertation_contains
status: public
- id: '7014'
relation: later_version
status: public
scopus_import: 1
status: public
title: Non-polynomial worst case analysis of recursive programs
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10427
year: '2017'
...
---
_id: '645'
abstract:
- lang: eng
text: Markov decision processes (MDPs) are standard models for probabilistic systems
with non-deterministic behaviours. Long-run average rewards provide a mathematically
elegant formalism for expressing long term performance. Value iteration (VI) is
one of the simplest and most efficient algorithmic approaches to MDPs with other
properties, such as reachability objectives. Unfortunately, a naive extension
of VI does not work for MDPs with long-run average rewards, as there is no known
stopping criterion. In this work our contributions are threefold. (1) We refute
a conjecture related to stopping criteria for MDPs with long-run average rewards.
(2) We present two practical algorithms for MDPs with long-run average rewards
based on VI. First, we show that a combination of applying VI locally for each
maximal end-component (MEC) and VI for reachability objectives can provide approximation
guarantees. Second, extending the above approach with a simulation-guided on-demand
variant of VI, we present an anytime algorithm that is able to deal with very
large models. (3) Finally, we present experimental results showing that our methods
significantly outperform the standard approaches on several benchmarks.
alternative_title:
- LNCS
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: Przemyslaw
full_name: Daca, Przemyslaw
id: 49351290-F248-11E8-B48F-1D18A9856A87
last_name: Daca
- first_name: Jan
full_name: Kretinsky, Jan
id: 44CEF464-F248-11E8-B48F-1D18A9856A87
last_name: Kretinsky
orcid: 0000-0002-8122-2881
- first_name: Tobias
full_name: Meggendorfer, Tobias
last_name: Meggendorfer
citation:
ama: 'Ashok P, Chatterjee K, Daca P, Kretinsky J, Meggendorfer T. Value iteration
for long run average reward in markov decision processes. In: Majumdar R, Kunčak
V, eds. Vol 10426. Springer; 2017:201-221. doi:10.1007/978-3-319-63387-9_10'
apa: 'Ashok, P., Chatterjee, K., Daca, P., Kretinsky, J., & Meggendorfer, T.
(2017). Value iteration for long run average reward in markov decision processes.
In R. Majumdar & V. Kunčak (Eds.) (Vol. 10426, pp. 201–221). Presented at
the CAV: Computer Aided Verification, Heidelberg, Germany: Springer. https://doi.org/10.1007/978-3-319-63387-9_10'
chicago: Ashok, Pranav, Krishnendu Chatterjee, Przemyslaw Daca, Jan Kretinsky, and
Tobias Meggendorfer. “Value Iteration for Long Run Average Reward in Markov Decision
Processes.” edited by Rupak Majumdar and Viktor Kunčak, 10426:201–21. Springer,
2017. https://doi.org/10.1007/978-3-319-63387-9_10.
ieee: 'P. Ashok, K. Chatterjee, P. Daca, J. Kretinsky, and T. Meggendorfer, “Value
iteration for long run average reward in markov decision processes,” presented
at the CAV: Computer Aided Verification, Heidelberg, Germany, 2017, vol. 10426,
pp. 201–221.'
ista: 'Ashok P, Chatterjee K, Daca P, Kretinsky J, Meggendorfer T. 2017. Value iteration
for long run average reward in markov decision processes. CAV: Computer Aided
Verification, LNCS, vol. 10426, 201–221.'
mla: Ashok, Pranav, et al. Value Iteration for Long Run Average Reward in Markov
Decision Processes. Edited by Rupak Majumdar and Viktor Kunčak, vol. 10426,
Springer, 2017, pp. 201–21, doi:10.1007/978-3-319-63387-9_10.
short: P. Ashok, K. Chatterjee, P. Daca, J. Kretinsky, T. Meggendorfer, in:, R.
Majumdar, V. Kunčak (Eds.), Springer, 2017, pp. 201–221.
conference:
end_date: 2017-07-28
location: Heidelberg, Germany
name: 'CAV: Computer Aided Verification'
start_date: 2017-07-24
date_created: 2018-12-11T11:47:41Z
date_published: 2017-07-13T00:00:00Z
date_updated: 2021-01-12T08:07:32Z
day: '13'
department:
- _id: KrCh
doi: 10.1007/978-3-319-63387-9_10
ec_funded: 1
editor:
- first_name: Rupak
full_name: Majumdar, Rupak
last_name: Majumdar
- first_name: Viktor
full_name: Kunčak, Viktor
last_name: Kunčak
intvolume: ' 10426'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1705.02326
month: '07'
oa: 1
oa_version: Submitted Version
page: 201 - 221
project:
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
grant_number: ICT15-003
name: Efficient Algorithms for Computer Aided Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication_identifier:
isbn:
- 978-331963386-2
publication_status: published
publisher: Springer
publist_id: '7135'
quality_controlled: '1'
scopus_import: 1
status: public
title: Value iteration for long run average reward in markov decision processes
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 10426
year: '2017'
...
---
_id: '6519'
abstract:
- lang: eng
text: 'Graph games with omega-regular winning conditions provide a mathematical
framework to analyze a wide range of problems in the analysis of reactive systems
and programs (such as the synthesis of reactive systems, program repair, and the
verification of branching time properties). Parity conditions are canonical forms
to specify omega-regular winning conditions. Graph games with parity conditions
are equivalent to mu-calculus model checking, and thus a very important algorithmic
problem. Symbolic algorithms are of great significance because they provide scalable
algorithms for the analysis of large finite-state systems, as well as algorithms
for the analysis of infinite-state systems with finite quotient. A set-based symbolic
algorithm uses the basic set operations and the one-step predecessor operators.
We consider graph games with n vertices and parity conditions with c priorities
(equivalently, a mu-calculus formula with c alternations of least and greatest
fixed points). While many explicit algorithms exist for graph games with parity
conditions, for set-based symbolic algorithms there are only two algorithms (notice
that we use space to refer to the number of sets stored by a symbolic algorithm):
(a) the basic algorithm that requires O(n^c) symbolic operations and linear space;
and (b) an improved algorithm that requires O(n^{c/2+1}) symbolic operations but
also O(n^{c/2+1}) space (i.e., exponential space). In this work we present two
set-based symbolic algorithms for parity games: (a) our first algorithm requires
O(n^{c/2+1}) symbolic operations and only requires linear space; and (b) developing
on our first algorithm, we present an algorithm that requires O(n^{c/3+1}) symbolic
operations and only linear space. We also present the first linear space set-based
symbolic algorithm for parity games that requires at most a sub-exponential number
of symbolic operations. '
article_number: '18'
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: Wolfgang
full_name: Dvorák, Wolfgang
last_name: Dvorák
- 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: Veronika
full_name: Loitzenbauer, Veronika
last_name: Loitzenbauer
citation:
ama: 'Chatterjee K, Dvorák W, Henzinger MH, Loitzenbauer V. Improved set-based symbolic
algorithms for parity games. In: Vol 82. Schloss Dagstuhl -Leibniz-Zentrum fuer
Informatik; 2017. doi:10.4230/LIPICS.CSL.2017.18'
apa: 'Chatterjee, K., Dvorák, W., Henzinger, M. H., & Loitzenbauer, V. (2017).
Improved set-based symbolic algorithms for parity games (Vol. 82). Presented at
the CSL: Conference on Computer Science Logic, Stockholm, Sweden: Schloss Dagstuhl
-Leibniz-Zentrum fuer Informatik. https://doi.org/10.4230/LIPICS.CSL.2017.18'
chicago: Chatterjee, Krishnendu, Wolfgang Dvorák, Monika H Henzinger, and Veronika
Loitzenbauer. “Improved Set-Based Symbolic Algorithms for Parity Games,” Vol.
82. Schloss Dagstuhl -Leibniz-Zentrum fuer Informatik, 2017. https://doi.org/10.4230/LIPICS.CSL.2017.18.
ieee: 'K. Chatterjee, W. Dvorák, M. H. Henzinger, and V. Loitzenbauer, “Improved
set-based symbolic algorithms for parity games,” presented at the CSL: Conference
on Computer Science Logic, Stockholm, Sweden, 2017, vol. 82.'
ista: 'Chatterjee K, Dvorák W, Henzinger MH, Loitzenbauer V. 2017. Improved set-based
symbolic algorithms for parity games. CSL: Conference on Computer Science Logic
vol. 82, 18.'
mla: Chatterjee, Krishnendu, et al. Improved Set-Based Symbolic Algorithms for
Parity Games. Vol. 82, 18, Schloss Dagstuhl -Leibniz-Zentrum fuer Informatik,
2017, doi:10.4230/LIPICS.CSL.2017.18.
short: K. Chatterjee, W. Dvorák, M.H. Henzinger, V. Loitzenbauer, in:, Schloss Dagstuhl
-Leibniz-Zentrum fuer Informatik, 2017.
conference:
end_date: 2017-08-24
location: Stockholm, Sweden
name: 'CSL: Conference on Computer Science Logic'
start_date: 2017-08-20
date_created: 2019-06-04T12:42:43Z
date_published: 2017-08-01T00:00:00Z
date_updated: 2025-06-02T08:53:46Z
day: '01'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4230/LIPICS.CSL.2017.18
ec_funded: 1
file:
- access_level: open_access
checksum: 7c2c9d09970af79026d7e37d9b632ef8
content_type: application/pdf
creator: kschuh
date_created: 2019-06-04T12:56:52Z
date_updated: 2020-07-14T12:47:33Z
file_id: '6520'
file_name: 2017_LIPIcs-Chatterjee.pdf
file_size: 710185
relation: main_file
file_date_updated: 2020-07-14T12:47:33Z
has_accepted_license: '1'
intvolume: ' 82'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
grant_number: ICT15-003
name: Efficient Algorithms for Computer Aided Verification
publication_status: published
publisher: Schloss Dagstuhl -Leibniz-Zentrum fuer Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Improved set-based symbolic algorithms for parity games
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
short: CC BY (3.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 82
year: '2017'
...
---
_id: '653'
abstract:
- lang: eng
text: The extent of heterogeneity among driver gene mutations present in naturally
occurring metastases - that is, treatment-naive metastatic disease - is largely
unknown. To address this issue, we carried out 60× whole-genome sequencing of
26 metastases from four patients with pancreatic cancer. We found that identical
mutations in known driver genes were present in every metastatic lesion for each
patient studied. Passenger gene mutations, which do not have known or predicted
functional consequences, accounted for all intratumoral heterogeneity. Even with
respect to these passenger mutations, our analysis suggests that the genetic similarity
among the founding cells of metastases was higher than that expected for any two
cells randomly taken from a normal tissue. The uniformity of known driver gene
mutations among metastases in the same patient has critical and encouraging implications
for the success of future targeted therapies in advanced-stage disease.
acknowledgement: 'We thank the Memorial Sloan Kettering Cancer Center Molecular Cytology
core facility for immunohistochemistry staining. This work was supported by Office
of Naval Research grant N00014-16-1-2914, the Bill and Melinda Gates Foundation
(OPP1148627), and a gift from B. Wu and E. Larson (M.A.N.), National Institutes
of Health grants CA179991 (C.A.I.-D. and I.B.), F31 CA180682 (A.P.M.-M.), CA43460
(B.V.), and P50 CA62924, the Monastra Foundation, the Virginia and D.K. Ludwig Fund
for Cancer Research, the Lustgarten Foundation for Pancreatic Cancer Research, the
Sol Goldman Center for Pancreatic Cancer Research, the Sol Goldman Sequencing Center,
ERC Start grant 279307: Graph Games (J.G.R., D.K., and C.K.), Austrian Science Fund
(FWF) grant P23499-N23 (J.G.R., D.K., and C.K.), and FWF NFN grant S11407-N23 RiSE/SHiNE
(J.G.R., D.K., and C.K.).'
article_processing_charge: No
article_type: original
author:
- first_name: Alvin
full_name: Makohon Moore, Alvin
last_name: Makohon Moore
- first_name: Ming
full_name: Zhang, Ming
last_name: Zhang
- first_name: Johannes
full_name: Reiter, Johannes
id: 4A918E98-F248-11E8-B48F-1D18A9856A87
last_name: Reiter
orcid: 0000-0002-0170-7353
- first_name: Ivana
full_name: Božić, Ivana
last_name: Božić
- first_name: Benjamin
full_name: Allen, Benjamin
last_name: Allen
- first_name: Deepanjan
full_name: Kundu, Deepanjan
id: 1d4c0f4f-e8a3-11ec-a351-e36772758c45
last_name: Kundu
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Fay
full_name: Wong, Fay
last_name: Wong
- first_name: Yuchen
full_name: Jiao, Yuchen
last_name: Jiao
- first_name: Zachary
full_name: Kohutek, Zachary
last_name: Kohutek
- first_name: Jungeui
full_name: Hong, Jungeui
last_name: Hong
- first_name: Marc
full_name: Attiyeh, Marc
last_name: Attiyeh
- first_name: Breanna
full_name: Javier, Breanna
last_name: Javier
- first_name: Laura
full_name: Wood, Laura
last_name: Wood
- first_name: Ralph
full_name: Hruban, Ralph
last_name: Hruban
- first_name: Martin
full_name: Nowak, Martin
last_name: Nowak
- first_name: Nickolas
full_name: Papadopoulos, Nickolas
last_name: Papadopoulos
- first_name: Kenneth
full_name: Kinzler, Kenneth
last_name: Kinzler
- first_name: Bert
full_name: Vogelstein, Bert
last_name: Vogelstein
- first_name: Christine
full_name: Iacobuzio Donahue, Christine
last_name: Iacobuzio Donahue
citation:
ama: Makohon Moore A, Zhang M, Reiter J, et al. Limited heterogeneity of known driver
gene mutations among the metastases of individual patients with pancreatic cancer.
Nature Genetics. 2017;49(3):358-366. doi:10.1038/ng.3764
apa: Makohon Moore, A., Zhang, M., Reiter, J., Božić, I., Allen, B., Kundu, D.,
… Iacobuzio Donahue, C. (2017). Limited heterogeneity of known driver gene mutations
among the metastases of individual patients with pancreatic cancer. Nature
Genetics. Nature Publishing Group. https://doi.org/10.1038/ng.3764
chicago: Makohon Moore, Alvin, Ming Zhang, Johannes Reiter, Ivana Božić, Benjamin
Allen, Deepanjan Kundu, Krishnendu Chatterjee, et al. “Limited Heterogeneity of
Known Driver Gene Mutations among the Metastases of Individual Patients with Pancreatic
Cancer.” Nature Genetics. Nature Publishing Group, 2017. https://doi.org/10.1038/ng.3764.
ieee: A. Makohon Moore et al., “Limited heterogeneity of known driver gene
mutations among the metastases of individual patients with pancreatic cancer,”
Nature Genetics, vol. 49, no. 3. Nature Publishing Group, pp. 358–366,
2017.
ista: Makohon Moore A, Zhang M, Reiter J, Božić I, Allen B, Kundu D, Chatterjee
K, Wong F, Jiao Y, Kohutek Z, Hong J, Attiyeh M, Javier B, Wood L, Hruban R, Nowak
M, Papadopoulos N, Kinzler K, Vogelstein B, Iacobuzio Donahue C. 2017. Limited
heterogeneity of known driver gene mutations among the metastases of individual
patients with pancreatic cancer. Nature Genetics. 49(3), 358–366.
mla: Makohon Moore, Alvin, et al. “Limited Heterogeneity of Known Driver Gene Mutations
among the Metastases of Individual Patients with Pancreatic Cancer.” Nature
Genetics, vol. 49, no. 3, Nature Publishing Group, 2017, pp. 358–66, doi:10.1038/ng.3764.
short: A. Makohon Moore, M. Zhang, J. Reiter, I. Božić, B. Allen, D. Kundu, K. Chatterjee,
F. Wong, Y. Jiao, Z. Kohutek, J. Hong, M. Attiyeh, B. Javier, L. Wood, R. Hruban,
M. Nowak, N. Papadopoulos, K. Kinzler, B. Vogelstein, C. Iacobuzio Donahue, Nature
Genetics 49 (2017) 358–366.
date_created: 2018-12-11T11:47:43Z
date_published: 2017-03-01T00:00:00Z
date_updated: 2022-06-10T09:55:08Z
day: '01'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1038/ng.3764
ec_funded: 1
external_id:
pmid:
- '28092682'
file:
- access_level: open_access
checksum: e442dc3b7420a36ec805e9bb45cc1a2e
content_type: application/pdf
creator: dernst
date_created: 2019-11-19T08:13:50Z
date_updated: 2020-07-14T12:47:33Z
file_id: '7050'
file_name: 2017_NatureGenetics_Makohon.pdf
file_size: 908099
relation: main_file
file_date_updated: 2020-07-14T12:47:33Z
has_accepted_license: '1'
intvolume: ' 49'
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Submitted Version
page: 358 - 366
pmid: 1
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
publication: Nature Genetics
publication_identifier:
issn:
- '10614036'
publication_status: published
publisher: Nature Publishing Group
publist_id: '7092'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Limited heterogeneity of known driver gene mutations among the metastases of
individual patients with pancreatic cancer
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 49
year: '2017'
...
---
_id: '671'
abstract:
- lang: eng
text: Humans routinely use conditionally cooperative strategies when interacting
in repeated social dilemmas. They are more likely to cooperate if others cooperated
before, and are ready to retaliate if others defected. To capture the emergence
of reciprocity, most previous models consider subjects who can only choose from
a restricted set of representative strategies, or who react to the outcome of
the very last round only. As players memorize more rounds, the dimension of the
strategy space increases exponentially. This increasing computational complexity
renders simulations for individuals with higher cognitive abilities infeasible,
especially if multiplayer interactions are taken into account. Here, we take an
axiomatic approach instead. We propose several properties that a robust cooperative
strategy for a repeated multiplayer dilemma should have. These properties naturally
lead to a unique class of cooperative strategies, which contains the classical
Win-Stay Lose-Shift rule as a special case. A comprehensive numerical analysis
for the prisoner's dilemma and for the public goods game suggests that strategies
of this class readily evolve across various memory-n spaces. Our results reveal
that successful strategies depend not only on how cooperative others were in the
past but also on the respective context of cooperation.
article_processing_charge: Yes (in subscription journal)
author:
- first_name: Christian
full_name: Hilbe, Christian
id: 2FDF8F3C-F248-11E8-B48F-1D18A9856A87
last_name: Hilbe
orcid: 0000-0001-5116-955X
- first_name: Vaquero
full_name: Martinez, Vaquero
last_name: Martinez
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Martin
full_name: Nowak, Martin
last_name: Nowak
citation:
ama: Hilbe C, Martinez V, Chatterjee K, Nowak M. Memory-n strategies of direct reciprocity.
PNAS. 2017;114(18):4715-4720. doi:10.1073/pnas.1621239114
apa: Hilbe, C., Martinez, V., Chatterjee, K., & Nowak, M. (2017). Memory-n strategies
of direct reciprocity. PNAS. National Academy of Sciences. https://doi.org/10.1073/pnas.1621239114
chicago: Hilbe, Christian, Vaquero Martinez, Krishnendu Chatterjee, and Martin Nowak.
“Memory-n Strategies of Direct Reciprocity.” PNAS. National Academy of
Sciences, 2017. https://doi.org/10.1073/pnas.1621239114.
ieee: C. Hilbe, V. Martinez, K. Chatterjee, and M. Nowak, “Memory-n strategies of
direct reciprocity,” PNAS, vol. 114, no. 18. National Academy of Sciences,
pp. 4715–4720, 2017.
ista: Hilbe C, Martinez V, Chatterjee K, Nowak M. 2017. Memory-n strategies of direct
reciprocity. PNAS. 114(18), 4715–4720.
mla: Hilbe, Christian, et al. “Memory-n Strategies of Direct Reciprocity.” PNAS,
vol. 114, no. 18, National Academy of Sciences, 2017, pp. 4715–20, doi:10.1073/pnas.1621239114.
short: C. Hilbe, V. Martinez, K. Chatterjee, M. Nowak, PNAS 114 (2017) 4715–4720.
date_created: 2018-12-11T11:47:50Z
date_published: 2017-05-02T00:00:00Z
date_updated: 2021-01-12T08:08:37Z
day: '02'
department:
- _id: KrCh
doi: 10.1073/pnas.1621239114
ec_funded: 1
external_id:
pmid:
- '28420786'
intvolume: ' 114'
issue: '18'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5422766/
month: '05'
oa: 1
oa_version: Published Version
page: 4715 - 4720
pmid: 1
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
publication: PNAS
publication_identifier:
issn:
- '00278424'
publication_status: published
publisher: National Academy of Sciences
publist_id: '7053'
quality_controlled: '1'
scopus_import: 1
status: public
title: Memory-n strategies of direct reciprocity
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 114
year: '2017'
...
---
_id: '681'
abstract:
- lang: eng
text: Two-player games on graphs provide the theoretical framework for many important
problems such as reactive synthesis. While the traditional study of two-player
zero-sum games has been extended to multi-player games with several notions of
equilibria, they are decidable only for perfect-information games, whereas several
applications require imperfect-information. In this paper we propose a new notion
of equilibria, called doomsday equilibria, which is a strategy profile where all
players satisfy their own objective, and if any coalition of players deviates
and violates even one of the players' objective, then the objective of every player
is violated. We present algorithms and complexity results for deciding the existence
of doomsday equilibria for various classes of ω-regular objectives, both for imperfect-information
games, and for perfect-information games. We provide optimal complexity bounds
for imperfect-information games, and in most cases for perfect-information games.
article_processing_charge: No
article_type: original
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
- first_name: Emmanuel
full_name: Filiot, Emmanuel
last_name: Filiot
- first_name: Jean
full_name: Raskin, Jean
last_name: Raskin
citation:
ama: Chatterjee K, Doyen L, Filiot E, Raskin J. Doomsday equilibria for omega-regular
games. Information and Computation. 2017;254:296-315. doi:10.1016/j.ic.2016.10.012
apa: Chatterjee, K., Doyen, L., Filiot, E., & Raskin, J. (2017). Doomsday equilibria
for omega-regular games. Information and Computation. Elsevier. https://doi.org/10.1016/j.ic.2016.10.012
chicago: Chatterjee, Krishnendu, Laurent Doyen, Emmanuel Filiot, and Jean Raskin.
“Doomsday Equilibria for Omega-Regular Games.” Information and Computation.
Elsevier, 2017. https://doi.org/10.1016/j.ic.2016.10.012.
ieee: K. Chatterjee, L. Doyen, E. Filiot, and J. Raskin, “Doomsday equilibria for
omega-regular games,” Information and Computation, vol. 254. Elsevier,
pp. 296–315, 2017.
ista: Chatterjee K, Doyen L, Filiot E, Raskin J. 2017. Doomsday equilibria for omega-regular
games. Information and Computation. 254, 296–315.
mla: Chatterjee, Krishnendu, et al. “Doomsday Equilibria for Omega-Regular Games.”
Information and Computation, vol. 254, Elsevier, 2017, pp. 296–315, doi:10.1016/j.ic.2016.10.012.
short: K. Chatterjee, L. Doyen, E. Filiot, J. Raskin, Information and Computation
254 (2017) 296–315.
date_created: 2018-12-11T11:47:53Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2023-02-21T16:06:02Z
day: '01'
department:
- _id: KrCh
doi: 10.1016/j.ic.2016.10.012
ec_funded: 1
external_id:
arxiv:
- '1311.3238'
intvolume: ' 254'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1311.3238
month: '06'
oa: 1
oa_version: Submitted Version
page: 296 - 315
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
publication: Information and Computation
publication_identifier:
issn:
- '08905401'
publication_status: published
publisher: Elsevier
publist_id: '7036'
quality_controlled: '1'
related_material:
record:
- id: '10885'
relation: earlier_version
status: public
scopus_import: '1'
status: public
title: Doomsday equilibria for omega-regular games
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 254
year: '2017'
...
---
_id: '684'
abstract:
- lang: eng
text: We generalize winning conditions in two-player games by adding a structural
acceptance condition called obligations. Obligations are orthogonal to the linear
winning conditions that define whether a play is winning. Obligations are a declaration
that player 0 can achieve a certain value from a configuration. If the obligation
is met, the value of that configuration for player 0 is 1. We define the value
in such games and show that obligation games are determined. For Markov chains
with Borel objectives and obligations, and finite turn-based stochastic parity
games with obligations we give an alternative and simpler characterization of
the value function. Based on this simpler definition we show that the decision
problem of winning finite turn-based stochastic parity games with obligations
is in NP∩co-NP. We also show that obligation games provide a game framework for
reasoning about p-automata. © 2017 The Association for Symbolic Logic.
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: Nir
full_name: Piterman, Nir
last_name: Piterman
citation:
ama: Chatterjee K, Piterman N. Obligation blackwell games and p-automata. Journal
of Symbolic Logic. 2017;82(2):420-452. doi:10.1017/jsl.2016.71
apa: Chatterjee, K., & Piterman, N. (2017). Obligation blackwell games and p-automata.
Journal of Symbolic Logic. Cambridge University Press. https://doi.org/10.1017/jsl.2016.71
chicago: Chatterjee, Krishnendu, and Nir Piterman. “Obligation Blackwell Games and
P-Automata.” Journal of Symbolic Logic. Cambridge University Press, 2017.
https://doi.org/10.1017/jsl.2016.71.
ieee: K. Chatterjee and N. Piterman, “Obligation blackwell games and p-automata,”
Journal of Symbolic Logic, vol. 82, no. 2. Cambridge University Press,
pp. 420–452, 2017.
ista: Chatterjee K, Piterman N. 2017. Obligation blackwell games and p-automata.
Journal of Symbolic Logic. 82(2), 420–452.
mla: Chatterjee, Krishnendu, and Nir Piterman. “Obligation Blackwell Games and P-Automata.”
Journal of Symbolic Logic, vol. 82, no. 2, Cambridge University Press,
2017, pp. 420–52, doi:10.1017/jsl.2016.71.
short: K. Chatterjee, N. Piterman, Journal of Symbolic Logic 82 (2017) 420–452.
date_created: 2018-12-11T11:47:54Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2021-04-16T12:10:53Z
day: '01'
department:
- _id: KrCh
doi: 10.1017/jsl.2016.71
intvolume: ' 82'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1206.5174
month: '06'
oa: 1
oa_version: Submitted Version
page: 420 - 452
publication: Journal of Symbolic Logic
publication_identifier:
eissn:
- 1943-5886
issn:
- 0022-4812
publication_status: published
publisher: Cambridge University Press
publist_id: '7026'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Obligation blackwell games and p-automata
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 82
year: '2017'
...
---
_id: '1009'
abstract:
- lang: eng
text: A standard objective in partially-observable Markov decision processes (POMDPs)
is to find a policy that maximizes the expected discounted-sum payoff. However,
such policies may still permit unlikely but highly undesirable outcomes, which
is problematic especially in safety-critical applications. Recently, there has
been a surge of interest in POMDPs where the goal is to maximize the probability
to ensure that the payoff is at least a given threshold, but these approaches
do not consider any optimization beyond satisfying this threshold constraint.
In this work we go beyond both the “expectation” and “threshold” approaches and
consider a “guaranteed payoff optimization (GPO)” problem for POMDPs, where we
are given a threshold t and the objective is to find a policy σ such that a) each
possible outcome of σ yields a discounted-sum payoff of at least t, and b) the
expected discounted-sum payoff of σ is optimal (or near-optimal) among all policies
satisfying a). We present a practical approach to tackle the GPO problem and evaluate
it on standard POMDP benchmarks.
acknowledgement: 'he research leading to these results was supported by the Austrian
Science Fund (FWF) NFN Grant no. S11407-N23 (RiSE/SHiNE); two ERC Starting grants
(279307: Graph Games, 279499: inVEST); the Vienna Science and Tech- nology Fund
(WWTF) through project ICT15-003; and the People Programme (Marie Curie Actions)
of the European Union’s Seventh Framework Programme (FP7/2007-2013) under REA grant
agreement no. [291734].'
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: Petr
full_name: Novotny, Petr
id: 3CC3B868-F248-11E8-B48F-1D18A9856A87
last_name: Novotny
- first_name: Guillermo
full_name: Pérez, Guillermo
last_name: Pérez
- first_name: Jean
full_name: Raskin, Jean
last_name: Raskin
- first_name: Djordje
full_name: Zikelic, Djordje
last_name: Zikelic
citation:
ama: 'Chatterjee K, Novotný P, Pérez G, Raskin J, Zikelic D. Optimizing expectation
with guarantees in POMDPs. In: Proceedings of the 31st AAAI Conference on Artificial
Intelligence. Vol 5. AAAI Press; 2017:3725-3732.'
apa: 'Chatterjee, K., Novotný, P., Pérez, G., Raskin, J., & Zikelic, D. (2017).
Optimizing expectation with guarantees in POMDPs. In Proceedings of the 31st
AAAI Conference on Artificial Intelligence (Vol. 5, pp. 3725–3732). San Francisco,
CA, United States: AAAI Press.'
chicago: Chatterjee, Krishnendu, Petr Novotný, Guillermo Pérez, Jean Raskin, and
Djordje Zikelic. “Optimizing Expectation with Guarantees in POMDPs.” In Proceedings
of the 31st AAAI Conference on Artificial Intelligence, 5:3725–32. AAAI Press,
2017.
ieee: K. Chatterjee, P. Novotný, G. Pérez, J. Raskin, and D. Zikelic, “Optimizing
expectation with guarantees in POMDPs,” in Proceedings of the 31st AAAI Conference
on Artificial Intelligence, San Francisco, CA, United States, 2017, vol. 5,
pp. 3725–3732.
ista: 'Chatterjee K, Novotný P, Pérez G, Raskin J, Zikelic D. 2017. Optimizing expectation
with guarantees in POMDPs. Proceedings of the 31st AAAI Conference on Artificial
Intelligence. AAAI: Conference on Artificial Intelligence vol. 5, 3725–3732.'
mla: Chatterjee, Krishnendu, et al. “Optimizing Expectation with Guarantees in POMDPs.”
Proceedings of the 31st AAAI Conference on Artificial Intelligence, vol.
5, AAAI Press, 2017, pp. 3725–32.
short: K. Chatterjee, P. Novotný, G. Pérez, J. Raskin, D. Zikelic, in:, Proceedings
of the 31st AAAI Conference on Artificial Intelligence, AAAI Press, 2017, pp.
3725–3732.
conference:
end_date: 2017-02-10
location: San Francisco, CA, United States
name: 'AAAI: Conference on Artificial Intelligence'
start_date: 2017-02-04
date_created: 2018-12-11T11:49:40Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2025-06-02T08:53:49Z
day: '01'
department:
- _id: KrCh
ec_funded: 1
external_id:
isi:
- '000485630703107'
intvolume: ' 5'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://www.aaai.org/ocs/index.php/AAAI/AAAI17/paper/download/14354/14092
month: '01'
oa: 1
oa_version: Submitted Version
page: 3725 - 3732
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
grant_number: ICT15-003
name: Efficient Algorithms for Computer Aided Verification
publication: Proceedings of the 31st AAAI Conference on Artificial Intelligence
publication_status: published
publisher: AAAI Press
publist_id: '6387'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optimizing expectation with guarantees in POMDPs
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 5
year: '2017'
...
---
_id: '1011'
abstract:
- lang: eng
text: Pushdown systems (PDSs) and recursive state machines (RSMs), which are linearly
equivalent, are standard models for interprocedural analysis. Yet RSMs are more
convenient as they (a) explicitly model function calls and returns, and (b) specify
many natural parameters for algorithmic analysis, e.g., the number of entries
and exits. We consider a general framework where RSM transitions are labeled from
a semiring and path properties are algebraic with semiring operations, which can
model, e.g., interprocedural reachability and dataflow analysis problems. Our
main contributions are new algorithms for several fundamental problems. As compared
to a direct translation of RSMs to PDSs and the best-known existing bounds of
PDSs, our analysis algorithm improves the complexity for finite-height semirings
(that subsumes reachability and standard dataflow properties). We further consider
the problem of extracting distance values from the representation structures computed
by our algorithm, and give efficient algorithms that distinguish the complexity
of a one-time preprocessing from the complexity of each individual query. Another
advantage of our algorithm is that our improvements carry over to the concurrent
setting, where we improve the bestknown complexity for the context-bounded analysis
of concurrent RSMs. Finally, we provide a prototype implementation that gives
a significant speed-up on several benchmarks from the SLAM/SDV project.
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: Bernhard
full_name: Kragl, Bernhard
id: 320FC952-F248-11E8-B48F-1D18A9856A87
last_name: Kragl
orcid: 0000-0001-7745-9117
- first_name: Samarth
full_name: Mishra, Samarth
last_name: Mishra
- 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, Kragl B, Mishra S, Pavlogiannis A. Faster algorithms for weighted
recursive state machines. In: Yang H, ed. Vol 10201. Springer; 2017:287-313. doi:10.1007/978-3-662-54434-1_11'
apa: 'Chatterjee, K., Kragl, B., Mishra, S., & Pavlogiannis, A. (2017). Faster
algorithms for weighted recursive state machines. In H. Yang (Ed.) (Vol. 10201,
pp. 287–313). Presented at the ESOP: European Symposium on Programming, Uppsala,
Sweden: Springer. https://doi.org/10.1007/978-3-662-54434-1_11'
chicago: Chatterjee, Krishnendu, Bernhard Kragl, Samarth Mishra, and Andreas Pavlogiannis.
“Faster Algorithms for Weighted Recursive State Machines.” edited by Hongseok
Yang, 10201:287–313. Springer, 2017. https://doi.org/10.1007/978-3-662-54434-1_11.
ieee: 'K. Chatterjee, B. Kragl, S. Mishra, and A. Pavlogiannis, “Faster algorithms
for weighted recursive state machines,” presented at the ESOP: European Symposium
on Programming, Uppsala, Sweden, 2017, vol. 10201, pp. 287–313.'
ista: 'Chatterjee K, Kragl B, Mishra S, Pavlogiannis A. 2017. Faster algorithms
for weighted recursive state machines. ESOP: European Symposium on Programming,
LNCS, vol. 10201, 287–313.'
mla: Chatterjee, Krishnendu, et al. Faster Algorithms for Weighted Recursive
State Machines. Edited by Hongseok Yang, vol. 10201, Springer, 2017, pp. 287–313,
doi:10.1007/978-3-662-54434-1_11.
short: K. Chatterjee, B. Kragl, S. Mishra, A. Pavlogiannis, in:, H. Yang (Ed.),
Springer, 2017, pp. 287–313.
conference:
end_date: 2017-04-29
location: Uppsala, Sweden
name: 'ESOP: European Symposium on Programming'
start_date: 2017-04-22
date_created: 2018-12-11T11:49:41Z
date_published: 2017-03-19T00:00:00Z
date_updated: 2023-09-22T09:44:50Z
day: '19'
department:
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- _id: ToHe
doi: 10.1007/978-3-662-54434-1_11
ec_funded: 1
editor:
- first_name: Hongseok
full_name: Yang, Hongseok
last_name: Yang
external_id:
isi:
- '000681702400011'
intvolume: ' 10201'
isi: 1
language:
- iso: eng
main_file_link:
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url: https://arxiv.org/abs/1701.04914
month: '03'
oa: 1
oa_version: Submitted Version
page: 287 - 313
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call_identifier: FWF
grant_number: S11402-N23
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grant_number: S11407
name: Game Theory
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call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
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call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
publication_identifier:
issn:
- '03029743'
publication_status: published
publisher: Springer
publist_id: '6384'
quality_controlled: '1'
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status: public
title: Faster algorithms for weighted recursive state machines
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 10201
year: '2017'
...
---
_id: '10416'
abstract:
- lang: eng
text: 'A fundamental algorithmic problem at the heart of static analysis is Dyck
reachability. The input is a graph where the edges are labeled with different
types of opening and closing parentheses, and the reachability information is
computed via paths whose parentheses are properly matched. We present new results
for Dyck reachability problems with applications to alias analysis and data-dependence
analysis. Our main contributions, that include improved upper bounds as well as
lower bounds that establish optimality guarantees, are as follows: First, we consider
Dyck reachability on bidirected graphs, which is the standard way of performing
field-sensitive points-to analysis. Given a bidirected graph with n nodes and
m edges, we present: (i) an algorithm with worst-case running time O(m + n · α(n)),
where α(n) is the inverse Ackermann function, improving the previously known O(n2)
time bound; (ii) a matching lower bound that shows that our algorithm is optimal
wrt to worst-case complexity; and (iii) an optimal average-case upper bound of
O(m) time, improving the previously known O(m · logn) bound. Second, we consider
the problem of context-sensitive data-dependence analysis, where the task is to
obtain analysis summaries of library code in the presence of callbacks. Our algorithm
preprocesses libraries in almost linear time, after which the contribution of
the library in the complexity of the client analysis is only linear, and only
wrt the number of call sites. Third, we prove that combinatorial algorithms for
Dyck reachability on general graphs with truly sub-cubic bounds cannot be obtained
without obtaining sub-cubic combinatorial algorithms for Boolean Matrix Multiplication,
which is a long-standing open problem. Thus we establish that the existing combinatorial
algorithms for Dyck reachability are (conditionally) optimal for general graphs.
We also show that the same hardness holds for graphs of constant treewidth. Finally,
we provide a prototype implementation of our algorithms for both alias analysis
and data-dependence analysis. Our experimental evaluation demonstrates that the
new algorithms significantly outperform all existing methods on the two problems,
over real-world benchmarks.'
acknowledgement: "The research was partly supported by Austrian Science Fund (FWF)
Grant No P23499-N23, FWF NFN Grant No S11407-N23 (RiSE/SHiNE), and ERC Start grant
(279307: Graph Games).\r\n"
article_number: '30'
article_processing_charge: No
article_type: original
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: Bhavya
full_name: Choudhary, Bhavya
last_name: Choudhary
- 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, Choudhary B, Pavlogiannis A. Optimal Dyck reachability for data-dependence
and Alias analysis. Proceedings of the ACM on Programming Languages. 2017;2(POPL).
doi:10.1145/3158118
apa: 'Chatterjee, K., Choudhary, B., & Pavlogiannis, A. (2017). Optimal Dyck
reachability for data-dependence and Alias analysis. Proceedings of the ACM
on Programming Languages. Los Angeles, CA, United States: Association for
Computing Machinery. https://doi.org/10.1145/3158118'
chicago: Chatterjee, Krishnendu, Bhavya Choudhary, and Andreas Pavlogiannis. “Optimal
Dyck Reachability for Data-Dependence and Alias Analysis.” Proceedings of the
ACM on Programming Languages. Association for Computing Machinery, 2017. https://doi.org/10.1145/3158118.
ieee: K. Chatterjee, B. Choudhary, and A. Pavlogiannis, “Optimal Dyck reachability
for data-dependence and Alias analysis,” Proceedings of the ACM on Programming
Languages, vol. 2, no. POPL. Association for Computing Machinery, 2017.
ista: Chatterjee K, Choudhary B, Pavlogiannis A. 2017. Optimal Dyck reachability
for data-dependence and Alias analysis. Proceedings of the ACM on Programming
Languages. 2(POPL), 30.
mla: Chatterjee, Krishnendu, et al. “Optimal Dyck Reachability for Data-Dependence
and Alias Analysis.” Proceedings of the ACM on Programming Languages, vol.
2, no. POPL, 30, Association for Computing Machinery, 2017, doi:10.1145/3158118.
short: K. Chatterjee, B. Choudhary, A. Pavlogiannis, Proceedings of the ACM on Programming
Languages 2 (2017).
conference:
end_date: 2018-01-13
location: Los Angeles, CA, United States
name: 'POPL: Programming Languages'
start_date: 2018-01-07
date_created: 2021-12-05T23:01:48Z
date_published: 2017-12-27T00:00:00Z
date_updated: 2023-02-23T12:27:13Z
day: '27'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1145/3158118
ec_funded: 1
external_id:
arxiv:
- '1910.00241'
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creator: cchlebak
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date_updated: 2021-12-07T08:06:28Z
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has_accepted_license: '1'
intvolume: ' 2'
issue: POPL
language:
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month: '12'
oa: 1
oa_version: Published Version
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2584A770-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P 23499-N23
name: Modern Graph Algorithmic Techniques in Formal Verification
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call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
publication: Proceedings of the ACM on Programming Languages
publication_identifier:
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publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
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relation: earlier_version
status: public
scopus_import: '1'
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title: Optimal Dyck reachability for data-dependence and Alias analysis
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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: 8b945eb4-e2f2-11eb-945a-df72226e66a9
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...