VODÁK, Rostislav, Michal BÍL, Tomáš SVOBODA, Zuzana KŘIVÁNKOVÁ, Jan KUBEČEK, Tomáš REBOK and Petr HLINĚNÝ. A deterministic approach for rapid identification of the critical links in networks. PLOS ONE. United States: Public Library of Science, 2019, vol. 14, No 7, p. 1-18. ISSN 1932-6203. Available from: https://dx.doi.org/10.1371/journal.pone.0219658.
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Basic information
Original name A deterministic approach for rapid identification of the critical links in networks
Authors VODÁK, Rostislav (203 Czech Republic), Michal BÍL (203 Czech Republic, guarantor), Tomáš SVOBODA (203 Czech Republic, belonging to the institution), Zuzana KŘIVÁNKOVÁ (203 Czech Republic), Jan KUBEČEK (203 Czech Republic), Tomáš REBOK (203 Czech Republic, belonging to the institution) and Petr HLINĚNÝ (203 Czech Republic, belonging to the institution).
Edition PLOS ONE, United States, Public Library of Science, 2019, 1932-6203.
Other information
Original language English
Type of outcome Article in a journal
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher United States of America
Confidentiality degree is not subject to a state or trade secret
WWW URL URL
Impact factor Impact factor: 2.740
RIV identification code RIV/00216224:14610/19:00110256
Organization unit Institute of Computer Science
Doi http://dx.doi.org/10.1371/journal.pone.0219658
UT WoS 000482331900036
Keywords in English road networks; road network disruptions; road traffic collisions; transportation; graph algorithms
Tags J-Q1, rivok
Tags International impact, Reviewed
Changed by Changed by: RNDr. Tomáš Rebok, Ph.D., učo 39685. Changed: 23/8/2022 15:24.
Abstract
We introduce a rapid deterministic algorithm for identification of the most critical links which are capable of causing network disruptions. The algorithm is based on searching for the shortest cycles in the network and provides a significant time improvement compared with a common brute-force algorithm which scans the entire network. We used a simple measure, based on standard deviation, as a vulnerability measure. It takes into account the importance of nodes in particular network components. We demonstrate this approach on a real network with 734 nodes and 990 links. We found the worst scenarios for the cases with and without people living in the nodes. The evaluation of all network breakups can provide transportation planners and administrators with plenty of data for further statistical analyses. The presented approach provides an alternative approach to the recent research assessing the impacts of simultaneous interruptions of multiple links.
Links
CZ.1.05/3.2.00/08.0144, interní kód MUName: CERIT Scientific Cloud (Acronym: CERIT - SC)
Investor: Ministry of Education, Youth and Sports of the CR, 3.2 Promotion and providing information on R&D results
LM2015085, research and development projectName: CERIT Scientific Cloud (Acronym: CERIT-SC)
Investor: Ministry of Education, Youth and Sports of the CR, CERIT Scientific Cloud
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