--- _id: '1351' abstract: - lang: eng text: The behaviour of gene regulatory networks (GRNs) is typically analysed using simulation-based statistical testing-like methods. In this paper, we demonstrate that we can replace this approach by a formal verification-like method that gives higher assurance and scalability. We focus on Wagner’s weighted GRN model with varying weights, which is used in evolutionary biology. In the model, weight parameters represent the gene interaction strength that may change due to genetic mutations. For a property of interest, we synthesise the constraints over the parameter space that represent the set of GRNs satisfying the property. We experimentally show that our parameter synthesis procedure computes the mutational robustness of GRNs—an important problem of interest in evolutionary biology—more efficiently than the classical simulation method. We specify the property in linear temporal logic. We employ symbolic bounded model checking and SMT solving to compute the space of GRNs that satisfy the property, which amounts to synthesizing a set of linear constraints on the weights. article_processing_charge: No author: - first_name: Mirco full_name: Giacobbe, Mirco id: 3444EA5E-F248-11E8-B48F-1D18A9856A87 last_name: Giacobbe orcid: 0000-0001-8180-0904 - first_name: Calin C full_name: Guet, Calin C id: 47F8433E-F248-11E8-B48F-1D18A9856A87 last_name: Guet orcid: 0000-0001-6220-2052 - first_name: Ashutosh full_name: Gupta, Ashutosh id: 335E5684-F248-11E8-B48F-1D18A9856A87 last_name: Gupta - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Tiago full_name: Paixao, Tiago id: 2C5658E6-F248-11E8-B48F-1D18A9856A87 last_name: Paixao orcid: 0000-0003-2361-3953 - first_name: Tatjana full_name: Petrov, Tatjana id: 3D5811FC-F248-11E8-B48F-1D18A9856A87 last_name: Petrov orcid: 0000-0002-9041-0905 citation: ama: Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. Model checking the evolution of gene regulatory networks. Acta Informatica. 2017;54(8):765-787. doi:10.1007/s00236-016-0278-x apa: Giacobbe, M., Guet, C. C., Gupta, A., Henzinger, T. A., Paixao, T., & Petrov, T. (2017). Model checking the evolution of gene regulatory networks. Acta Informatica. Springer. https://doi.org/10.1007/s00236-016-0278-x chicago: Giacobbe, Mirco, Calin C Guet, Ashutosh Gupta, Thomas A Henzinger, Tiago Paixao, and Tatjana Petrov. “Model Checking the Evolution of Gene Regulatory Networks.” Acta Informatica. Springer, 2017. https://doi.org/10.1007/s00236-016-0278-x. ieee: M. Giacobbe, C. C. Guet, A. Gupta, T. A. Henzinger, T. Paixao, and T. Petrov, “Model checking the evolution of gene regulatory networks,” Acta Informatica, vol. 54, no. 8. Springer, pp. 765–787, 2017. ista: Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2017. Model checking the evolution of gene regulatory networks. Acta Informatica. 54(8), 765–787. mla: Giacobbe, Mirco, et al. “Model Checking the Evolution of Gene Regulatory Networks.” Acta Informatica, vol. 54, no. 8, Springer, 2017, pp. 765–87, doi:10.1007/s00236-016-0278-x. short: M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, Acta Informatica 54 (2017) 765–787. date_created: 2018-12-11T11:51:32Z date_published: 2017-12-01T00:00:00Z date_updated: 2023-09-20T11:06:03Z day: '01' ddc: - '006' - '576' department: - _id: ToHe - _id: CaGu - _id: NiBa doi: 10.1007/s00236-016-0278-x ec_funded: 1 external_id: isi: - '000414343200003' file: - access_level: open_access checksum: 4e661d9135d7f8c342e8e258dee76f3e content_type: application/pdf creator: dernst date_created: 2019-01-17T15:57:29Z date_updated: 2020-07-14T12:44:46Z file_id: '5841' file_name: 2017_ActaInformatica_Giacobbe.pdf file_size: 755241 relation: main_file file_date_updated: 2020-07-14T12:44:46Z has_accepted_license: '1' intvolume: ' 54' isi: 1 issue: '8' language: - iso: eng license: https://creativecommons.org/licenses/by/4.0/ month: '12' oa: 1 oa_version: Published Version page: 765 - 787 project: - _id: 25EE3708-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '267989' name: Quantitative Reactive Modeling - _id: 25832EC2-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S 11407_N23 name: Rigorous Systems Engineering - _id: 25F42A32-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z211 name: The Wittgenstein Prize - _id: 25B1EC9E-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '618091' name: Speed of Adaptation in Population Genetics and Evolutionary Computation - _id: 25681D80-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '291734' name: International IST Postdoc Fellowship Programme - _id: 25B07788-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '250152' name: Limits to selection in biology and in evolutionary computation publication: Acta Informatica publication_identifier: issn: - '00015903' publication_status: published publisher: Springer publist_id: '5898' pubrep_id: '649' quality_controlled: '1' related_material: record: - id: '1835' relation: earlier_version status: public scopus_import: '1' status: public title: Model checking the evolution of gene regulatory networks tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1 volume: 54 year: '2017' ... --- _id: '1196' abstract: - lang: eng text: 'We define the . model-measuring problem: given a model . M and specification . ϕ, what is the maximal distance . ρ such that all models . M'' within distance . ρ from . M satisfy (or violate) . ϕ. The model-measuring problem presupposes a distance function on models. We concentrate on . automatic distance functions, which are defined by weighted automata. The model-measuring problem subsumes several generalizations of the classical model-checking problem, in particular, quantitative model-checking problems that measure the degree of satisfaction of a specification; robustness problems that measure how much a model can be perturbed without violating the specification; and parameter synthesis for hybrid systems. We show that for automatic distance functions, and (a) . ω-regular linear-time, (b) . ω-regular branching-time, and (c) hybrid specifications, the model-measuring problem can be solved.We use automata-theoretic model-checking methods for model measuring, replacing the emptiness question for word, tree, and hybrid automata by the . optimal-value question for the weighted versions of these automata. For automata over words and trees, we consider weighted automata that accumulate weights by maximizing, summing, discounting, and limit averaging. For hybrid automata, we consider monotonic (parametric) hybrid automata, a hybrid counterpart of (discrete) weighted automata.We give several examples of using the model-measuring problem to compute various notions of robustness and quantitative satisfaction for temporal specifications. Further, we propose the modeling framework for model measuring to ease the specification and reduce the likelihood of errors in modeling.Finally, we present a variant of the model-measuring problem, called the . model-repair problem. The model-repair problem applies to models that do not satisfy the specification; it can be used to derive restrictions, under which the model satisfies the specification, i.e., to repair the model.' acknowledgement: "This research was supported in part by the European Research Council (ERC) under grant 267989 (QUAREM), by the Austrian Science Fund1 (FWF) under grants S11402-N23 (RiSE) and Z211-N23 (Wittgenstein Award), and by the National Science Centre (NCN), Poland under grant 2014/15/D/ST6/04543.\r\nA Technical Report of this article is available via: https://repository.ist.ac.at/171/" article_processing_charge: No author: - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Jan full_name: Otop, Jan id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87 last_name: Otop citation: ama: 'Henzinger TA, Otop J. Model measuring for discrete and hybrid systems. Nonlinear Analysis: Hybrid Systems. 2017;23:166-190. doi:10.1016/j.nahs.2016.09.001' apa: 'Henzinger, T. A., & Otop, J. (2017). Model measuring for discrete and hybrid systems. Nonlinear Analysis: Hybrid Systems. Elsevier. https://doi.org/10.1016/j.nahs.2016.09.001' chicago: 'Henzinger, Thomas A, and Jan Otop. “Model Measuring for Discrete and Hybrid Systems.” Nonlinear Analysis: Hybrid Systems. Elsevier, 2017. https://doi.org/10.1016/j.nahs.2016.09.001.' ieee: 'T. A. Henzinger and J. Otop, “Model measuring for discrete and hybrid systems,” Nonlinear Analysis: Hybrid Systems, vol. 23. Elsevier, pp. 166–190, 2017.' ista: 'Henzinger TA, Otop J. 2017. Model measuring for discrete and hybrid systems. Nonlinear Analysis: Hybrid Systems. 23, 166–190.' mla: 'Henzinger, Thomas A., and Jan Otop. “Model Measuring for Discrete and Hybrid Systems.” Nonlinear Analysis: Hybrid Systems, vol. 23, Elsevier, 2017, pp. 166–90, doi:10.1016/j.nahs.2016.09.001.' short: 'T.A. Henzinger, J. Otop, Nonlinear Analysis: Hybrid Systems 23 (2017) 166–190.' date_created: 2018-12-11T11:50:39Z date_published: 2017-02-01T00:00:00Z date_updated: 2023-09-20T11:18:50Z day: '01' department: - _id: ToHe doi: 10.1016/j.nahs.2016.09.001 ec_funded: 1 external_id: isi: - '000390637000011' intvolume: ' 23' isi: 1 language: - iso: eng month: '02' oa_version: None page: 166 - 190 project: - _id: 25EE3708-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '267989' name: Quantitative Reactive Modeling - _id: 25832EC2-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S 11407_N23 name: Rigorous Systems Engineering - _id: 25F42A32-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z211 name: The Wittgenstein Prize publication: 'Nonlinear Analysis: Hybrid Systems' publication_status: published publisher: Elsevier publist_id: '6154' quality_controlled: '1' scopus_import: '1' status: public title: Model measuring for discrete and hybrid systems type: journal_article user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1 volume: 23 year: '2017' ... --- _id: '1116' abstract: - lang: eng text: "Time-triggered switched networks are a deterministic communication infrastructure used by real-time distributed embedded systems. Due to the criticality of the applications running over them, developers need to ensure that end-to-end communication is dependable and predictable. Traditional approaches assume static networks that are not flexible to changes caused by reconfigurations or, more importantly, faults, which are dealt with in the application using redundancy. We adopt the concept of handling faults in the switches from non-real-time networks while maintaining the required predictability. \r\n\r\nWe study a class of forwarding schemes that can handle various types of failures. We consider probabilistic failures. We study a class of forwarding schemes that can handle various types of failures. We consider probabilistic failures. For a given network with a forwarding scheme and a constant ℓ, we compute the {\\em score} of the scheme, namely the probability (induced by faults) that at least ℓ messages arrive on time. We reduce the scoring problem to a reachability problem on a Markov chain with a "product-like" structure. Its special structure allows us to reason about it symbolically, and reduce the scoring problem to #SAT. Our solution is generic and can be adapted to different networks and other contexts. Also, we show the computational complexity of the scoring problem is #P-complete, and we study methods to estimate the score. We evaluate the effectiveness of our techniques with an implementation. " alternative_title: - LNCS article_processing_charge: No author: - first_name: Guy full_name: Avni, Guy id: 463C8BC2-F248-11E8-B48F-1D18A9856A87 last_name: Avni orcid: 0000-0001-5588-8287 - first_name: Shubham full_name: Goel, Shubham last_name: Goel - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Guillermo full_name: Rodríguez Navas, Guillermo last_name: Rodríguez Navas citation: ama: 'Avni G, Goel S, Henzinger TA, Rodríguez Navas G. Computing scores of forwarding schemes in switched networks with probabilistic faults. In: Vol 10206. Springer; 2017:169-187. doi:10.1007/978-3-662-54580-5_10' apa: 'Avni, G., Goel, S., Henzinger, T. A., & Rodríguez Navas, G. (2017). Computing scores of forwarding schemes in switched networks with probabilistic faults (Vol. 10206, pp. 169–187). Presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, Uppsala, Sweden: Springer. https://doi.org/10.1007/978-3-662-54580-5_10' chicago: Avni, Guy, Shubham Goel, Thomas A Henzinger, and Guillermo Rodríguez Navas. “Computing Scores of Forwarding Schemes in Switched Networks with Probabilistic Faults,” 10206:169–87. Springer, 2017. https://doi.org/10.1007/978-3-662-54580-5_10. ieee: 'G. Avni, S. Goel, T. A. Henzinger, and G. Rodríguez Navas, “Computing scores of forwarding schemes in switched networks with probabilistic faults,” presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, Uppsala, Sweden, 2017, vol. 10206, pp. 169–187.' ista: 'Avni G, Goel S, Henzinger TA, Rodríguez Navas G. 2017. Computing scores of forwarding schemes in switched networks with probabilistic faults. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 10206, 169–187.' mla: Avni, Guy, et al. Computing Scores of Forwarding Schemes in Switched Networks with Probabilistic Faults. Vol. 10206, Springer, 2017, pp. 169–87, doi:10.1007/978-3-662-54580-5_10. short: G. Avni, S. Goel, T.A. Henzinger, G. Rodríguez Navas, in:, Springer, 2017, pp. 169–187. conference: end_date: 2017-04-29 location: Uppsala, Sweden name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems' start_date: 2017-04-22 date_created: 2018-12-11T11:50:14Z date_published: 2017-03-31T00:00:00Z date_updated: 2023-09-20T11:32:43Z day: '31' ddc: - '000' department: - _id: ToHe doi: 10.1007/978-3-662-54580-5_10 external_id: isi: - '000440733400010' file: - access_level: open_access content_type: application/pdf creator: system date_created: 2018-12-12T10:08:37Z date_updated: 2018-12-12T10:08:37Z file_id: '4698' file_name: IST-2017-758-v1+1_tacas-cr.pdf file_size: 321800 relation: main_file file_date_updated: 2018-12-12T10:08:37Z has_accepted_license: '1' intvolume: ' 10206' isi: 1 language: - iso: eng month: '03' oa: 1 oa_version: Submitted Version page: 169 - 187 project: - _id: 25F5A88A-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11402-N23 name: Moderne Concurrency Paradigms - _id: 25F42A32-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z211 name: The Wittgenstein Prize publication_identifier: issn: - '03029743' publication_status: published publisher: Springer publist_id: '6246' pubrep_id: '758' quality_controlled: '1' scopus_import: '1' status: public title: Computing scores of forwarding schemes in switched networks with probabilistic faults type: conference user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1 volume: 10206 year: '2017' ... --- _id: '1066' abstract: - lang: eng text: "Simulation is an attractive alternative to language inclusion for automata as it is an under-approximation of language inclusion, but usually has much lower complexity. Simulation has also been extended in two orthogonal directions, namely, (1) fair simulation, for simulation over specified set of infinite runs; and (2) quantitative simulation, for simulation between weighted automata. While fair trace inclusion is PSPACE-complete, fair simulation can be computed in polynomial time. For weighted automata, the (quantitative) language inclusion problem is undecidable in general, whereas the (quantitative) simulation reduces to quantitative games, which admit pseudo-polynomial time algorithms.\r\n\r\nIn this work, we study (quantitative) simulation for weighted automata with Büchi acceptance conditions, i.e., we generalize fair simulation from non-weighted automata to weighted automata. We show that imposing Büchi acceptance conditions on weighted automata changes many fundamental properties of the simulation games, yet they still admit pseudo-polynomial time algorithms." 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: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Jan full_name: Otop, Jan id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87 last_name: Otop - first_name: Yaron full_name: Velner, Yaron last_name: Velner citation: ama: Chatterjee K, Henzinger TA, Otop J, Velner Y. Quantitative fair simulation games. Information and Computation. 2017;254(2):143-166. doi:10.1016/j.ic.2016.10.006 apa: Chatterjee, K., Henzinger, T. A., Otop, J., & Velner, Y. (2017). Quantitative fair simulation games. Information and Computation. Elsevier. https://doi.org/10.1016/j.ic.2016.10.006 chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Jan Otop, and Yaron Velner. “Quantitative Fair Simulation Games.” Information and Computation. Elsevier, 2017. https://doi.org/10.1016/j.ic.2016.10.006. ieee: K. Chatterjee, T. A. Henzinger, J. Otop, and Y. Velner, “Quantitative fair simulation games,” Information and Computation, vol. 254, no. 2. Elsevier, pp. 143–166, 2017. ista: Chatterjee K, Henzinger TA, Otop J, Velner Y. 2017. Quantitative fair simulation games. Information and Computation. 254(2), 143–166. mla: Chatterjee, Krishnendu, et al. “Quantitative Fair Simulation Games.” Information and Computation, vol. 254, no. 2, Elsevier, 2017, pp. 143–66, doi:10.1016/j.ic.2016.10.006. short: K. Chatterjee, T.A. Henzinger, J. Otop, Y. Velner, Information and Computation 254 (2017) 143–166. date_created: 2018-12-11T11:49:58Z date_published: 2017-06-01T00:00:00Z date_updated: 2023-09-20T12:07:48Z day: '01' department: - _id: KrCh - _id: ToHe doi: 10.1016/j.ic.2016.10.006 ec_funded: 1 external_id: isi: - '000402025600002' intvolume: ' 254' isi: 1 issue: '2' language: - iso: eng month: '06' oa_version: None page: 143 - 166 project: - _id: 2581B60A-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '279307' name: 'Quantitative Graph Games: Theory and Applications' - _id: 25EE3708-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '267989' name: Quantitative Reactive Modeling - _id: 2584A770-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: P 23499-N23 name: Modern Graph Algorithmic Techniques in Formal Verification - _id: 25832EC2-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S 11407_N23 name: Rigorous Systems Engineering - _id: 2587B514-B435-11E9-9278-68D0E5697425 name: Microsoft Research Faculty Fellowship publication: Information and Computation publication_status: published publisher: Elsevier publist_id: '6322' quality_controlled: '1' related_material: record: - id: '5428' relation: earlier_version status: public scopus_import: '1' status: public title: Quantitative fair simulation games type: journal_article user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1 volume: 254 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: - _id: KrCh - _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: - open_access: '1' url: https://arxiv.org/abs/1701.04914 month: '03' oa: 1 oa_version: Submitted Version page: 287 - 313 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: 2584A770-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: P 23499-N23 name: Modern Graph Algorithmic Techniques in Formal Verification - _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' publication_identifier: issn: - '03029743' publication_status: published publisher: Springer publist_id: '6384' quality_controlled: '1' scopus_import: '1' status: public title: Faster algorithms for weighted recursive state machines type: conference user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1 volume: 10201 year: '2017' ...