{"id":"https://openalex.org/W1677521981","doi":"https://doi.org/10.1109/tcns.2016.2553366","title":"Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability","display_name":"Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability","publication_year":2016,"publication_date":"2016-04-12","ids":{"openalex":"https://openalex.org/W1677521981","doi":"https://doi.org/10.1109/tcns.2016.2553366","mag":"1677521981"},"language":"en","primary_location":{"id":"doi:10.1109/tcns.2016.2553366","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2016.2553366","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control of Network Systems","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1503.08019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074828603","display_name":"Mohamad Kazem Shirani Faradonbeh","orcid":"https://orcid.org/0009-0000-1111-8440"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohamad Kazem Shirani Faradonbeh","raw_affiliation_strings":["Department of Statistics, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Ann Arbor, MI, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051918150","display_name":"Ambuj Tewari","orcid":"https://orcid.org/0000-0001-6969-7844"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ambuj Tewari","raw_affiliation_strings":["A. Tewari is with the Statistics and Electrical Engineering and Computer Science, Department of Statistics, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"A. Tewari is with the Statistics and Electrical Engineering and Computer Science, Department of Statistics, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017220650","display_name":"George Michailidis","orcid":"https://orcid.org/0000-0002-3676-1739"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Michailidis","raw_affiliation_strings":["G. Michailidis is with Statistics and Computer and Information Science and Engineering, Department of Statistics, University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"G. Michailidis is with Statistics and Computer and Information Science and Engineering, Department of Statistics, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074828603"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5906,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70918562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"4","issue":"4","first_page":"770","last_page":"780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.9432182312011719},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7571792602539062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5868287682533264},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5323612689971924},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5296675562858582},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5052831768989563},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.5026137828826904},{"id":"https://openalex.org/keywords/reachability","display_name":"Reachability","score":0.48427003622055054},{"id":"https://openalex.org/keywords/network-controllability","display_name":"Network controllability","score":0.471141517162323},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4571298658847809},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4464058578014374},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.43944403529167175},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4258075952529907},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.395596981048584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39258038997650146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3670593500137329},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35645410418510437},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.13577693700790405},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1077943742275238},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0991101861000061},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.06802606582641602}],"concepts":[{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.9432182312011719},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7571792602539062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5868287682533264},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5323612689971924},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5296675562858582},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5052831768989563},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.5026137828826904},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.48427003622055054},{"id":"https://openalex.org/C41982775","wikidata":"https://www.wikidata.org/wiki/Q7000977","display_name":"Network controllability","level":4,"score":0.471141517162323},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4571298658847809},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4464058578014374},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.43944403529167175},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4258075952529907},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.395596981048584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39258038997650146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3670593500137329},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35645410418510437},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.13577693700790405},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1077943742275238},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0991101861000061},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.06802606582641602},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcns.2016.2553366","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2016.2553366","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control of Network Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1503.08019","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.08019","pdf_url":"https://arxiv.org/pdf/1503.08019","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:1677521981","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1503.08019v2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1503.08019","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1503.08019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1503.08019","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.08019","pdf_url":"https://arxiv.org/pdf/1503.08019","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5748595476","display_name":null,"funder_award_id":"DMS-1161838","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8614168705","display_name":null,"funder_award_id":"DMS-1228164","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W282980905","https://openalex.org/W390146837","https://openalex.org/W624020015","https://openalex.org/W1494403903","https://openalex.org/W1572996156","https://openalex.org/W1574303240","https://openalex.org/W1849534574","https://openalex.org/W1930354283","https://openalex.org/W1968005305","https://openalex.org/W1971604476","https://openalex.org/W1972577981","https://openalex.org/W2003949298","https://openalex.org/W2017458202","https://openalex.org/W2021665062","https://openalex.org/W2046423910","https://openalex.org/W2058776615","https://openalex.org/W2062259223","https://openalex.org/W2065295938","https://openalex.org/W2078008084","https://openalex.org/W2080908560","https://openalex.org/W2083116175","https://openalex.org/W2090359754","https://openalex.org/W2095073488","https://openalex.org/W2101420429","https://openalex.org/W2102907934","https://openalex.org/W2105556121","https://openalex.org/W2131139737","https://openalex.org/W2144797269","https://openalex.org/W2152284345","https://openalex.org/W2153624566","https://openalex.org/W2463551688","https://openalex.org/W2485181979","https://openalex.org/W4213060883","https://openalex.org/W4296180618","https://openalex.org/W6638952073","https://openalex.org/W6697356429","https://openalex.org/W6713487825"],"related_works":["https://openalex.org/W2580965748","https://openalex.org/W2761598111","https://openalex.org/W48978339","https://openalex.org/W2741818905","https://openalex.org/W2901206941","https://openalex.org/W2775660632","https://openalex.org/W1543075421","https://openalex.org/W2766246943","https://openalex.org/W3089878666","https://openalex.org/W2894223468","https://openalex.org/W3013129520","https://openalex.org/W2184085974","https://openalex.org/W2401894193","https://openalex.org/W2889106832","https://openalex.org/W3092051118","https://openalex.org/W1665529967","https://openalex.org/W2795832897","https://openalex.org/W151938810","https://openalex.org/W2180209872","https://openalex.org/W134248414"],"abstract_inverted_index":{"Network":[0],"control":[1],"refers":[2],"to":[3,23,28,32,52,109],"a":[4,33,74,102,116],"very":[5],"large":[6,75],"and":[7,105,111,127],"diverse":[8],"set":[9],"of":[10,14,40,43,77,96,118,134,141],"problems":[11],"including":[12],"controllability":[13],"linear":[15],"time-invariant":[16],"dynamical":[17],"systems,":[18],"where":[19],"the":[20,30,57,131],"objective":[21],"is":[22,49],"select":[24],"an":[25,138],"appropriate":[26],"input":[27],"steer":[29],"network":[31,59],"desired":[34],"state.":[35],"There":[36],"are":[37,88],"many":[38],"notions":[39],"controllability,":[41,47],"one":[42],"them":[44],"being":[45],"structural":[46,97],"which":[48],"intimately":[50],"connected":[51],"finding":[53,70],"maximum":[54,71,135],"matchings":[55,72,136],"on":[56],"underlying":[58],"topology.":[60],"In":[61],"this":[62],"work,":[63],"we":[64,81,100,123],"study":[65],"fast,":[66,104],"scalable":[67],"algorithms":[68],"for":[69,73,91,137],"class":[76,140],"random":[78,86,142],"networks.":[79,143],"First,":[80],"illustrate":[82],"that":[83],"degree":[84],"distribution":[85],"networks":[87,93],"realistic":[89],"models":[90],"real":[92],"in":[94],"terms":[95],"controllability.":[98],"Subsequently,":[99],"analyze":[101],"popular,":[103],"practical":[106],"heuristic":[107],"due":[108],"Karp":[110],"Sipser":[112],"as":[113,115],"well":[114],"simplification":[117],"it.":[119],"For":[120],"both":[121],"heuristics,":[122],"establish":[124],"asymptotic":[125,132],"optimality":[126],"provide":[128],"results":[129],"concerning":[130],"size":[133],"extensive":[139]},"counts_by_year":[{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
