{"id":"https://openalex.org/W7123346174","doi":"https://doi.org/10.1109/cdc57313.2025.11312099","title":"A Stochastic-Optimization-Based Adaptive-Sampling Scheme for Data-Driven Stability Analysis of Switched Linear Systems","display_name":"A Stochastic-Optimization-Based Adaptive-Sampling Scheme for Data-Driven Stability Analysis of Switched Linear Systems","publication_year":2025,"publication_date":"2025-12-09","ids":{"openalex":"https://openalex.org/W7123346174","doi":"https://doi.org/10.1109/cdc57313.2025.11312099"},"language":null,"primary_location":{"id":"doi:10.1109/cdc57313.2025.11312099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc57313.2025.11312099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 64th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106677290","display_name":"Alexis Vuille","orcid":null},"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":"Alexis Vuille","raw_affiliation_strings":["UCLouvain,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain,Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017266405","display_name":"Guillaume Berger","orcid":null},"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":"Guillaume O. Berger","raw_affiliation_strings":["UCLouvain,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain,Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122876407","display_name":"Rapha\u00ebl M. Jungers","orcid":null},"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,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLouvain,Belgium","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":"1974","last_page":"1979"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.4945000112056732,"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"}},"topics":[{"id":"https://openalex.org/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.4945000112056732,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.12150000035762787,"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"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.06909999996423721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6413999795913696},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6103000044822693},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5866000056266785},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.47609999775886536},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.4242999851703644},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.4171000123023987},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.40070000290870667},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.3578999936580658}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6528000235557556},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6413999795913696},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6103000044822693},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5866000056266785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5394999980926514},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.47609999775886536},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.4171000123023987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4124999940395355},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.40070000290870667},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.3578999936580658},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.30320000648498535},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.28139999508857727},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc57313.2025.11312099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc57313.2025.11312099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 64th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W597772687","https://openalex.org/W1552094772","https://openalex.org/W2085893091","https://openalex.org/W2165744313","https://openalex.org/W2167412190","https://openalex.org/W2969264971","https://openalex.org/W3139324387","https://openalex.org/W3201160097","https://openalex.org/W4236362309","https://openalex.org/W4238257903","https://openalex.org/W4401810330","https://openalex.org/W7123346174"],"related_works":[],"abstract_inverted_index":{"We":[0,118],"introduce":[1,153],"a":[2,56,154],"novel":[3],"approach":[4],"based":[5],"on":[6],"stochastic":[7,87,96],"optimization":[8,97],"to":[9,27,54,92,98,108,129,144,179],"find":[10],"the":[11,16,35,44,60,62,69,77,84,100,116,132,174,181],"optimal":[12,45,80,101],"sampling":[13,67,81,102,149],"distribution":[14],"for":[15,111],"data-driven":[17,112],"stability":[18,113,183],"analysis":[19,114],"of":[20,30,43,59,79,86,115,126,140,176],"switched":[21],"linear":[22],"systems.":[23],"Our":[24],"goal":[25],"is":[26,64,135],"address":[28],"limitations":[29],"existing":[31,145],"approaches,":[32],"in":[33,51,120,138,173],"particular,":[34],"fact":[36],"that":[37,131,156,166],"these":[38],"methods":[39,146],"suffer":[40],"from":[41,95,160],"ill-conditioning":[42],"Lyapunov":[46],"function,":[47],"which":[48],"was":[49],"shown":[50],"recent":[52],"work":[53],"be":[55],"direct":[57],"consequence":[58],"way":[61],"data":[63,141,158],"collected":[65],"by":[66],"uniformly":[68],"state":[70],"space.":[71],"In":[72],"this":[73,167],"work,":[74],"we":[75,152],"formalize":[76],"notion":[78],"distribution,":[82,103],"using":[83,147],"perspective":[85],"optimization.":[88],"This":[89],"allows":[90,168],"us":[91],"leverage":[93],"tools":[94],"estimate":[99],"and":[104,163],"then":[105],"use":[106],"it":[107],"collect":[109],"samples":[110,177],"system.":[117],"show":[119,164],"numerical":[121],"experiments":[122],"(on":[123],"challenging":[124],"systems":[125],"dimension":[127],"up":[128],"five)":[130],"overall":[133],"procedure":[134],"highly":[136],"favorable":[137],"terms":[139],"usage":[142],"compared":[143],"fixed":[148],"distributions.":[150],"Finally,":[151],"heuristic":[155],"combines":[157],"points":[159],"previous":[161],"samples,":[162],"empirically":[165],"an":[169],"additional":[170],"substantial":[171],"reduction":[172],"number":[175],"required":[178],"achieve":[180],"same":[182],"guarantees.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-14T00:00:00"}
