{"id":"https://openalex.org/W3036195901","doi":"https://doi.org/10.1109/cdc42340.2020.9304431","title":"Adaptive Parameter Tuning for Reachability Analysis of Linear Systems","display_name":"Adaptive Parameter Tuning for Reachability Analysis of Linear Systems","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3036195901","doi":"https://doi.org/10.1109/cdc42340.2020.9304431","mag":"3036195901"},"language":"en","primary_location":{"id":"doi:10.1109/cdc42340.2020.9304431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc42340.2020.9304431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 59th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.12091","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090416908","display_name":"Mark Wetzlinger","orcid":"https://orcid.org/0000-0002-2794-5077"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mark Wetzlinger","raw_affiliation_strings":["Faculty of Computer Science, Technical University of Munich, Garching, Germany","Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Technical University of Munich, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042624051","display_name":"Niklas Kochdumper","orcid":"https://orcid.org/0000-0001-6017-7623"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Kochdumper","raw_affiliation_strings":["Faculty of Computer Science, Technical University of Munich, Garching, Germany","Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Technical University of Munich, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005383495","display_name":"Matthias Althoff","orcid":"https://orcid.org/0000-0003-3733-842X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Althoff","raw_affiliation_strings":["Faculty of Computer Science, Technical University of Munich, Garching, Germany","Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Technical University of Munich, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090416908"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.1444,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52003071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5145","last_page":"5152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9997000098228455,"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":0.9997000098228455,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/reachability","display_name":"Reachability","score":0.9380826950073242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.780935525894165},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6793285012245178},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6038765907287598},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5149930119514465},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48037654161453247},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.479879766702652},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.4639878273010254},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33169010281562805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13023537397384644},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08195516467094421}],"concepts":[{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.9380826950073242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.780935525894165},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6793285012245178},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6038765907287598},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5149930119514465},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48037654161453247},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.479879766702652},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.4639878273010254},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33169010281562805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13023537397384644},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08195516467094421},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cdc42340.2020.9304431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc42340.2020.9304431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 59th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2006.12091","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.12091","pdf_url":"https://arxiv.org/pdf/2006.12091","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:3036195901","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2006.12091","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.2006.12091","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.12091","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-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2006.12091","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.12091","pdf_url":"https://arxiv.org/pdf/2006.12091","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":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W172589331","https://openalex.org/W1204460486","https://openalex.org/W1499853177","https://openalex.org/W1515827155","https://openalex.org/W1532859487","https://openalex.org/W1568666422","https://openalex.org/W1569692898","https://openalex.org/W1726255445","https://openalex.org/W1994475353","https://openalex.org/W1994826906","https://openalex.org/W2026019548","https://openalex.org/W2096455616","https://openalex.org/W2135128809","https://openalex.org/W2155931141","https://openalex.org/W2176215692","https://openalex.org/W2268473646","https://openalex.org/W2300621294","https://openalex.org/W2501830452","https://openalex.org/W2569330252","https://openalex.org/W2576277975","https://openalex.org/W2606133973","https://openalex.org/W2617343351","https://openalex.org/W2734705105","https://openalex.org/W2750147881","https://openalex.org/W2777392906","https://openalex.org/W2783032942","https://openalex.org/W2793102200","https://openalex.org/W2919694184","https://openalex.org/W2948377308","https://openalex.org/W2963403829","https://openalex.org/W3098560806","https://openalex.org/W3142393220","https://openalex.org/W6633997905","https://openalex.org/W6637971106","https://openalex.org/W6685835594","https://openalex.org/W6731923558","https://openalex.org/W6741754468","https://openalex.org/W6743558609","https://openalex.org/W6746969752","https://openalex.org/W7008755682"],"related_works":["https://openalex.org/W3120511436","https://openalex.org/W2243363624","https://openalex.org/W2801651025","https://openalex.org/W2509365155","https://openalex.org/W2998966359","https://openalex.org/W2560383405","https://openalex.org/W2111135133","https://openalex.org/W2954390672","https://openalex.org/W3123263332","https://openalex.org/W3103536198","https://openalex.org/W3011929052","https://openalex.org/W3185228140","https://openalex.org/W582278231","https://openalex.org/W2566847281","https://openalex.org/W2963563123","https://openalex.org/W2014244478","https://openalex.org/W2752549774","https://openalex.org/W2951492419","https://openalex.org/W2511720509","https://openalex.org/W2963471681"],"abstract_inverted_index":{"Despite":[0],"the":[1,48,51,81,103,120],"possibility":[2],"to":[3,37,64,135],"quickly":[4],"compute":[5],"reachable":[6],"sets":[7],"of":[8,50,72,131],"large-scale":[9],"linear":[10,73],"systems,":[11],"current":[12,29],"methods":[13,89],"are":[14,31],"not":[15,32],"yet":[16],"widely":[17],"applied":[18],"by":[19],"practitioners.":[20],"The":[21,112],"main":[22],"reason":[23],"for":[24,69],"this":[25],"is":[26,128],"probably":[27],"that":[28,115],"approaches":[30],"push-button-capable":[33],"and":[34,47,127],"still":[35],"require":[36,56],"manually":[38],"set":[39,53],"crucial":[40],"parameters,":[41],"such":[42],"as":[43,84,86,106,108],"time":[44],"step":[45],"sizes":[46],"accuracy":[49],"used":[52],"representation-these":[54],"settings":[55],"expert":[57],"knowledge.":[58],"We":[59,96],"present":[60],"a":[61,76],"generic":[62],"framework":[63,118],"automatically":[65],"find":[66],"near-optimal":[67],"parameters":[68,93,126],"reachability":[70],"analysis":[71],"systems":[74],"given":[75],"user-defined":[77],"accuracy.":[78],"To":[79],"limit":[80],"computational":[82],"overhead":[83],"much":[85],"possible,":[87],"our":[88,98,116],"tune":[90],"all":[91],"relevant":[92],"during":[94],"runtime.":[95],"evaluate":[97],"approach":[99],"on":[100,109],"benchmarks":[101,122],"from":[102],"ARCH":[104],"competition":[105],"well":[107],"random":[110],"examples.":[111],"results":[113],"show":[114],"new":[117],"verifies":[119],"selected":[121],"faster":[123,133],"than":[124],"manually-tuned":[125],"an":[129],"order":[130],"magnitude":[132],"compared":[134],"genetic":[136],"algorithms.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}