{"acknowledgement":"This research was funded in part by the European Research Council (ERC) under\r\ngrant  agreement  267989  (QUAREM),  the  Austrian  Science  Fund  (FWF)  under\r\ngrants project S11402-N23 (RiSE) and Z211-N23 (Wittgenstein Award), the Peo-\r\nple Programme (Marie Curie Actions) of the European Union’s Seventh Framework\r\nProgramme (FP7/2007-2013) REA Grant No 291734, the SNSF Advanced Postdoc.\r\nMobility Fellowship – grant number P300P2\r\n161067, and the Czech Science Foun-\r\ndation under grant agreement P202/12/G061.","project":[{"grant_number":"267989","_id":"25EE3708-B435-11E9-9278-68D0E5697425","name":"Quantitative Reactive Modeling","call_identifier":"FP7"},{"_id":"25832EC2-B435-11E9-9278-68D0E5697425","name":"Rigorous Systems Engineering","grant_number":"S 11407_N23","call_identifier":"FWF"},{"grant_number":"Z211","_id":"25F42A32-B435-11E9-9278-68D0E5697425","name":"The Wittgenstein Prize","call_identifier":"FWF"},{"call_identifier":"FP7","grant_number":"291734","name":"International IST Postdoc Fellowship Programme","_id":"25681D80-B435-11E9-9278-68D0E5697425"}],"intvolume":"      9636","publist_id":"6099","volume":9636,"year":"2016","ec_funded":1,"citation":{"short":"P. Daca, T.A. Henzinger, J. Kretinsky, T. Petrov, in:, Springer, 2016, pp. 112–129.","ama":"Daca P, Henzinger TA, Kretinsky J, Petrov T. Faster statistical model checking for unbounded temporal properties. In: Vol 9636. Springer; 2016:112-129. doi:<a href=\"https://doi.org/10.1007/978-3-662-49674-9_7\">10.1007/978-3-662-49674-9_7</a>","ista":"Daca P, Henzinger TA, Kretinsky J, Petrov T. 2016. Faster statistical model checking for unbounded temporal properties. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 9636, 112–129.","apa":"Daca, P., Henzinger, T. A., Kretinsky, J., &#38; Petrov, T. (2016). Faster statistical model checking for unbounded temporal properties (Vol. 9636, pp. 112–129). Presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, Eindhoven, The Netherlands: Springer. <a href=\"https://doi.org/10.1007/978-3-662-49674-9_7\">https://doi.org/10.1007/978-3-662-49674-9_7</a>","chicago":"Daca, Przemyslaw, Thomas A Henzinger, Jan Kretinsky, and Tatjana Petrov. “Faster Statistical Model Checking for Unbounded Temporal Properties,” 9636:112–29. Springer, 2016. <a href=\"https://doi.org/10.1007/978-3-662-49674-9_7\">https://doi.org/10.1007/978-3-662-49674-9_7</a>.","ieee":"P. Daca, T. A. Henzinger, J. Kretinsky, and T. Petrov, “Faster statistical model checking for unbounded temporal properties,” presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, Eindhoven, The Netherlands, 2016, vol. 9636, pp. 112–129.","mla":"Daca, Przemyslaw, et al. <i>Faster Statistical Model Checking for Unbounded Temporal Properties</i>. Vol. 9636, Springer, 2016, pp. 112–29, doi:<a href=\"https://doi.org/10.1007/978-3-662-49674-9_7\">10.1007/978-3-662-49674-9_7</a>."},"conference":{"start_date":"2016-04-02","name":"TACAS: Tools and Algorithms for the Construction and Analysis of Systems","location":"Eindhoven, The Netherlands","end_date":"2016-04-08"},"language":[{"iso":"eng"}],"_id":"1234","doi":"10.1007/978-3-662-49674-9_7","page":"112 - 129","author":[{"last_name":"Daca","first_name":"Przemyslaw","id":"49351290-F248-11E8-B48F-1D18A9856A87","full_name":"Daca, Przemyslaw"},{"first_name":"Thomas A","last_name":"Henzinger","full_name":"Henzinger, Thomas A","id":"40876CD8-F248-11E8-B48F-1D18A9856A87","orcid":"0000−0002−2985−7724"},{"last_name":"Kretinsky","first_name":"Jan","id":"44CEF464-F248-11E8-B48F-1D18A9856A87","full_name":"Kretinsky, Jan","orcid":"0000-0002-8122-2881"},{"orcid":"0000-0002-9041-0905","last_name":"Petrov","first_name":"Tatjana","full_name":"Petrov, Tatjana","id":"3D5811FC-F248-11E8-B48F-1D18A9856A87"}],"quality_controlled":"1","title":"Faster statistical model checking for unbounded temporal properties","related_material":{"record":[{"id":"471","relation":"later_version","status":"public"},{"status":"public","relation":"dissertation_contains","id":"1155"}]},"status":"public","alternative_title":["LNCS"],"oa":1,"oa_version":"Preprint","date_created":"2018-12-11T11:50:51Z","user_id":"3E5EF7F0-F248-11E8-B48F-1D18A9856A87","publisher":"Springer","scopus_import":1,"publication_status":"published","date_published":"2016-01-01T00:00:00Z","department":[{"_id":"ToHe"},{"_id":"CaGu"}],"abstract":[{"text":"We present a new algorithm for the statistical model checking of Markov chains with respect to unbounded temporal properties, including full linear temporal logic. The main idea is that we monitor each simulation run on the fly, in order to detect quickly if a bottom strongly connected component is entered with high probability, in which case the simulation run can be terminated early. As a result, our simulation runs are often much shorter than required by termination bounds that are computed a priori for a desired level of confidence on a large state space. In comparison to previous algorithms for statistical model checking our method is not only faster in many cases but also requires less information about the system, namely, only the minimum transition probability that occurs in the Markov chain. In addition, our method can be generalised to unbounded quantitative properties such as mean-payoff bounds.","lang":"eng"}],"main_file_link":[{"url":"https://arxiv.org/abs/1504.05739","open_access":"1"}],"type":"conference","day":"01","month":"01","date_updated":"2023-09-07T11:58:33Z"}