{"id":"https://openalex.org/W4382935973","doi":"https://doi.org/10.23919/acc55779.2023.10156175","title":"Data-driven heuristic symbolic models and application to limit-cycle detection","display_name":"Data-driven heuristic symbolic models and application to limit-cycle detection","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4382935973","doi":"https://doi.org/10.23919/acc55779.2023.10156175"},"language":"en","primary_location":{"id":"doi:10.23919/acc55779.2023.10156175","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc55779.2023.10156175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2078.1/276560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055304749","display_name":"Julien Calbert","orcid":"https://orcid.org/0000-0003-3617-5315"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Julien Calbert","raw_affiliation_strings":["UCLouvain,ICTEAM,Louvain-la-Neuve,Belgium,1348"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain,ICTEAM,Louvain-la-Neuve,Belgium,1348","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056625594","display_name":"Rapha\u00ebl M. Jungers","orcid":"https://orcid.org/0000-0002-7789-0940"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl M. Jungers","raw_affiliation_strings":["UCLouvain,ICTEAM,Louvain-la-Neuve,Belgium,1348"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain,ICTEAM,Louvain-la-Neuve,Belgium,1348","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95674353"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4351","last_page":"4356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7216476202011108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.693782389163971},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6485393643379211},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6292078495025635},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6193563938140869},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6132810711860657},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5577274560928345},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.53900146484375},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.5370824337005615},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.49817490577697754},{"id":"https://openalex.org/keywords/limit-cycle","display_name":"Limit cycle","score":0.4620136320590973},{"id":"https://openalex.org/keywords/abstract-interpretation","display_name":"Abstract interpretation","score":0.4389108419418335},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.4130234718322754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3974221646785736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23919832706451416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2382308840751648}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7216476202011108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693782389163971},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6485393643379211},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6292078495025635},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6193563938140869},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6132810711860657},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5577274560928345},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.53900146484375},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.5370824337005615},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.49817490577697754},{"id":"https://openalex.org/C93357160","wikidata":"https://www.wikidata.org/wiki/Q1545916","display_name":"Limit cycle","level":3,"score":0.4620136320590973},{"id":"https://openalex.org/C2780654840","wikidata":"https://www.wikidata.org/wiki/Q333341","display_name":"Abstract interpretation","level":2,"score":0.4389108419418335},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.4130234718322754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3974221646785736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23919832706451416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2382308840751648},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/acc55779.2023.10156175","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc55779.2023.10156175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:276560","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/276560","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"American Control Conference. Proceedings, , p. 4351 - 4356 (2023)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dial.uclouvain.be:boreal:276560","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/276560","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"American Control Conference. Proceedings, , p. 4351 - 4356 (2023)","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322852","display_name":"Innoviris","ror":"https://ror.org/04af9zr29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1604213221","https://openalex.org/W1700264732","https://openalex.org/W1838714828","https://openalex.org/W2014165694","https://openalex.org/W2044485540","https://openalex.org/W2152784531","https://openalex.org/W2476007957","https://openalex.org/W2487779201","https://openalex.org/W2594675090","https://openalex.org/W2750147881","https://openalex.org/W2795585950","https://openalex.org/W2991966309","https://openalex.org/W3023616698","https://openalex.org/W3047472342","https://openalex.org/W3103706207","https://openalex.org/W3103969240","https://openalex.org/W3104168345","https://openalex.org/W3141421587","https://openalex.org/W3182709825","https://openalex.org/W3211208700","https://openalex.org/W4210526335","https://openalex.org/W4210803726","https://openalex.org/W4211250540","https://openalex.org/W4283077144","https://openalex.org/W4308244126","https://openalex.org/W4310826355","https://openalex.org/W6743558609"],"related_works":["https://openalex.org/W2119447376","https://openalex.org/W278680301","https://openalex.org/W2611090506","https://openalex.org/W2144996318","https://openalex.org/W1489487975","https://openalex.org/W2130642229","https://openalex.org/W2096990506","https://openalex.org/W167896555","https://openalex.org/W4253081550","https://openalex.org/W1572578464"],"abstract_inverted_index":{"Symbolic":[0],"control":[1,10],"allows":[2],"to":[3,80,90],"provide":[4],"formal":[5],"guarantees":[6],"for":[7,107],"generic":[8],"optimal":[9],"problems":[11],"on":[12,17,67],"nonlinear":[13],"systems.":[14],"It":[15],"relies":[16],"the":[18,25,29,32,40,49,52,72,86,95,108],"construction":[19],"of":[20,24,31,42,51,71,85,101,110],"a":[21,45,61,68,99],"finite":[22],"abstraction":[23,64],"system":[26],"which":[27],"requires":[28],"discretization":[30,73],"state":[33,53,87],"space.":[34],"Therefore,":[35],"these":[36],"methods":[37],"suffer":[38],"from":[39],"curse":[41],"dimensionality":[43],"and":[44,89],"critical":[46],"step":[47],"is":[48],"choice":[50],"space":[54,88],"partition.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,103],"propose":[60],"data-driven":[62],"heuristic":[63],"approach":[65,76,106],"relying":[66],"probabilistic":[69],"interpretation":[70],"error.":[74],"Our":[75],"can":[77],"be":[78],"used":[79],"automatically":[81],"compare":[82],"different":[83],"partitions":[84],"infer":[91],"complex":[92],"properties":[93],"about":[94],"original":[96],"system.":[97],"As":[98],"proof":[100],"concept,":[102],"use":[104],"our":[105],"detection":[109],"limit":[111],"cycles.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
