{"id":"https://openalex.org/W3036528797","doi":"https://doi.org/10.23919/date48585.2020.9116383","title":"Using Learning Classifier Systems for the DSE of Adaptive Embedded Systems","display_name":"Using Learning Classifier Systems for the DSE of Adaptive Embedded Systems","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3036528797","doi":"https://doi.org/10.23919/date48585.2020.9116383","mag":"3036528797"},"language":"en","primary_location":{"id":"doi:10.23919/date48585.2020.9116383","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"},"type":"article","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/A5081450721","display_name":"Fedor Smirnov","orcid":"https://orcid.org/0000-0002-2715-5614"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fedor Smirnov","raw_affiliation_strings":["Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany"],"affiliations":[{"raw_affiliation_string":"Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088213625","display_name":"Behnaz Pourmohseni","orcid":"https://orcid.org/0000-0003-0350-4784"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Behnaz Pourmohseni","raw_affiliation_strings":["Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany"],"affiliations":[{"raw_affiliation_string":"Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110693678","display_name":"Jugen Teich","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jugen Teich","raw_affiliation_strings":["Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany"],"affiliations":[{"raw_affiliation_string":"Hardware/Software Co-Design, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg (FAU), Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081450721"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.3977,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6800648,"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":"957","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305009365081787},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5648337006568909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5066631436347961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42844054102897644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305009365081787},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5648337006568909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5066631436347961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42844054102897644}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date48585.2020.9116383","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","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":32,"referenced_works":["https://openalex.org/W89749504","https://openalex.org/W1542723682","https://openalex.org/W1982721171","https://openalex.org/W1989101984","https://openalex.org/W1999128321","https://openalex.org/W1999397563","https://openalex.org/W2009718765","https://openalex.org/W2073218284","https://openalex.org/W2090066236","https://openalex.org/W2097071547","https://openalex.org/W2103492651","https://openalex.org/W2112243268","https://openalex.org/W2116964444","https://openalex.org/W2126105956","https://openalex.org/W2127059250","https://openalex.org/W2129710305","https://openalex.org/W2131978583","https://openalex.org/W2144327181","https://openalex.org/W2144357574","https://openalex.org/W2164664905","https://openalex.org/W2253845643","https://openalex.org/W2363239017","https://openalex.org/W2960098252","https://openalex.org/W2964762008","https://openalex.org/W2980073402","https://openalex.org/W3144161048","https://openalex.org/W4243238406","https://openalex.org/W4288345847","https://openalex.org/W6603715053","https://openalex.org/W6632510168","https://openalex.org/W6707547434","https://openalex.org/W6763728833"],"related_works":["https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W2961085424","https://openalex.org/W2623427976","https://openalex.org/W3200179079","https://openalex.org/W4249229055","https://openalex.org/W2556319748","https://openalex.org/W2512018286","https://openalex.org/W3158264953","https://openalex.org/W4310989423"],"abstract_inverted_index":{"Modern":[0],"embedded":[1,186],"systems":[2,38,246],"are":[3,12,40],"not":[4,147],"only":[5],"becoming":[6],"more":[7,9],"and":[8,247],"complex":[10,139],"but":[11],"also":[13],"often":[14],"exposed":[15],"to":[16,33,69,111,260],"dynamically":[17,112,243],"changing":[18],"run-time":[19,60,86,143],"conditions":[20,175],"such":[21],"as":[22,80],"resource":[23],"availability":[24],"or":[25,142,149,159],"processing":[26],"power":[27],"requirements.":[28],"This":[29],"trend":[30],"has":[31],"led":[32],"the":[34,55,58,63,84,88,114,119,152,182,189,197,211,225,232,240,252,261],"emergence":[35],"of":[36,57,62,91,100,124,154,161,184,191,206,216,219,234,242],"adaptive":[37,185,236],"which":[39,74,130,269],"designed":[41],"using":[42],"novel":[43,178],"approaches":[44,96,126],"that":[45,104,251],"combine":[46],"a":[47,70,76,81,98,155,165,177,201,204,217,265],"static":[48,71,135],"off-line":[49,89],"Design":[50],"Space":[51],"Exploration":[52],"(DSE)":[53],"with":[54],"consideration":[56],"dynamic":[59,140],"behavior":[61],"system":[64],"under":[65],"design.":[66,136],"In":[67],"contrast":[68],"design":[72,78,95],"approach,":[73],"provides":[75],"single":[77],"solution":[79],"compromise":[82],"between":[83],"possible":[85,110,148],"situations,":[87],"DSE":[90,183],"these":[92,125],"so-called":[93],"hybrid":[94,267],"yields":[97],"set":[99,205,218],"configuration":[101],"alternatives,":[102],"so":[103],"at":[105,151,213],"run":[106],"time,":[107],"it":[108],"becomes":[109],"choose":[113],"option":[115],"most":[116,123],"suited":[117],"for":[118,134,181,210,231,239],"current":[120],"situation.":[121],"However,":[122],"still":[127],"use":[128],"optimizers":[129],"were":[131],"primarily":[132],"developed":[133],"Consequently,":[137],"modeling":[138],"environments":[141],"requirements":[144],"is":[145],"either":[146],"comes":[150],"cost":[153],"significant":[156],"computation":[157],"overhead":[158],"results":[160],"poor":[162],"quality.":[163],"As":[164],"remedy,":[166],"this":[167],"paper":[168],"introduces":[169],"Learning":[170,192],"Optimizer":[171],"Constrained":[172],"by":[173,264],"ALtering":[174],"(LOCAL),":[176],"optimization":[179,233,241],"framework":[180,199],"systems.":[187],"Following":[188],"structure":[190],"Classifier":[193],"System":[194],"(LCS)":[195],"optimizers,":[196],"proposed":[198,226],"optimizes":[200],"strategy,":[202],"i.e.,":[203],"conditionally":[207],"applicable":[208],"solutions":[209,262],"problem":[212],"hand,":[214],"instead":[215],"independent":[220],"solutions.":[221],"We":[222],"show":[223],"how":[224],"framework-which":[227],"can":[228],"be":[229],"used":[230,238],"any":[235],"system-is":[237],"reconfigurable":[244],"many-core":[245],"provide":[248],"experimental":[249],"evidence":[250],"hereby":[253],"obtained":[254],"strategy":[255],"offers":[256],"superior":[257],"embeddability":[258],"compared":[259],"provided":[263],"s.o.t.a.":[266],"approach":[268],"uses":[270],"an":[271],"evolutionary":[272],"algorithm.":[273]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
