Pareto Curves for Probabilistic Model Checking
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F12%3A00064714" target="_blank" >RIV/00216224:14330/12:00064714 - isvavai.cz</a>
Result on the web
<a href="http://www.prismmodelchecker.org/papers/atva12pareto.pdf" target="_blank" >http://www.prismmodelchecker.org/papers/atva12pareto.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-33386-6_25" target="_blank" >10.1007/978-3-642-33386-6_25</a>
Alternative languages
Result language
angličtina
Original language name
Pareto Curves for Probabilistic Model Checking
Original language description
Multi-objective probabilistic model checking provides a way to verify several, possibly conflicting, quantitative properties of a stochastic system. It has useful applications in controller synthesis and compositional probabilistic verification. However,existing methods are based on linear programming, which limits the scale of systems that can be analysed and makes verification of time-bounded properties very difficult. We present a novel approach that addresses both of these shortcomings, based on the generation of successive approximations of the Pareto curve for a multi-objective model checking problem. We illustrate dramatic improvements in efficiency on a large set of benchmarks and show how the ability to visualise Pareto curves significantly enhances the quality of results obtained from current probabilistic verification tools.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LA09016" target="_blank" >LA09016: Czech Republic membership in the European Research Consortium for Informatics and Mathematics (ERCIM)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Automated Technology for Verification and Analysis
ISBN
9783642333859
ISSN
0302-9743
e-ISSN
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Number of pages
15
Pages from-to
317-332
Publisher name
Springer
Place of publication
Berlin, Heidelberg
Event location
Trivandrum
Event date
Jan 1, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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