{"id":"https://openalex.org/W2054636385","doi":"https://doi.org/10.1109/ase.2011.6100064","title":"Self-adaptive software meets control theory: A preliminary approach supporting reliability requirements","display_name":"Self-adaptive software meets control theory: A preliminary approach supporting reliability requirements","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2054636385","doi":"https://doi.org/10.1109/ase.2011.6100064","mag":"2054636385"},"language":"en","primary_location":{"id":"doi:10.1109/ase.2011.6100064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ase.2011.6100064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)","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/A5083739081","display_name":"Antonio Filieri","orcid":"https://orcid.org/0000-0001-9646-646X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Filieri","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","Dipartimento di Elettronica e Informazione, Politecnico di Milano, Piazza L. da Vinci, 32"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Piazza L. da Vinci, 32","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024976868","display_name":"Carlo Ghezzi","orcid":"https://orcid.org/0000-0002-7234-5011"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Ghezzi","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","20133, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"20133, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011799807","display_name":"Alberto Leva","orcid":"https://orcid.org/0000-0003-2165-2078"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Leva","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","Dipartimento di Elettronica e Informazione, Politecnico di Milano, Piazza L. da Vinci, 32"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Piazza L. da Vinci, 32","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007294890","display_name":"Martina Maggio","orcid":"https://orcid.org/0000-0002-1143-1127"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Maggio","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","20133, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"20133, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083739081"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":10.9643,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.98341552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9995999932289124,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9995999932289124,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9994999766349792,"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/T10142","display_name":"Formal Methods in Verification","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7136120796203613},{"id":"https://openalex.org/keywords/reachability","display_name":"Reachability","score":0.7032020688056946},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.527100682258606},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.49645596742630005},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4851473271846771},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.45459771156311035},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4458007216453552},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.443616658449173},{"id":"https://openalex.org/keywords/reliability-theory","display_name":"Reliability theory","score":0.4152470827102661},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3652649521827698},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.32429245114326477},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26916801929473877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1759248673915863},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1436637043952942},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.1381792426109314},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12876707315444946},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11408984661102295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7136120796203613},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.7032020688056946},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.527100682258606},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.49645596742630005},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4851473271846771},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.45459771156311035},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4458007216453552},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.443616658449173},{"id":"https://openalex.org/C201729545","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability theory","level":3,"score":0.4152470827102661},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3652649521827698},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.32429245114326477},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26916801929473877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1759248673915863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1436637043952942},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.1381792426109314},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12876707315444946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11408984661102295},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ase.2011.6100064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ase.2011.6100064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)","raw_type":"proceedings-article"},{"id":"pmh:oai:lup.lub.lu.se:6e880dcd-e0ff-4372-b338-afbefe4ee374","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/6e880dcd-e0ff-4372-b338-afbefe4ee374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2011 26th IEEE/ACM International Conference on Automated Software Engineering, ASE 2011, Proceedings; pp 283-292 (2011)","raw_type":"contributiontobookanthology/conference"},{"id":"pmh:oai:re.public.polimi.it:11311/608955","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/608955","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/33741","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/33741","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2011 26th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W125598877","https://openalex.org/W161073879","https://openalex.org/W575113220","https://openalex.org/W656028932","https://openalex.org/W802273291","https://openalex.org/W1498432697","https://openalex.org/W1532041863","https://openalex.org/W1538639190","https://openalex.org/W1544439962","https://openalex.org/W1552680854","https://openalex.org/W1581560749","https://openalex.org/W1604822211","https://openalex.org/W1970909024","https://openalex.org/W1991591392","https://openalex.org/W2000873501","https://openalex.org/W2005998857","https://openalex.org/W2015244008","https://openalex.org/W2015699956","https://openalex.org/W2021948416","https://openalex.org/W2022106311","https://openalex.org/W2028244216","https://openalex.org/W2033406822","https://openalex.org/W2037789857","https://openalex.org/W2037948924","https://openalex.org/W2060201762","https://openalex.org/W2070275376","https://openalex.org/W2075813176","https://openalex.org/W2083272082","https://openalex.org/W2084245483","https://openalex.org/W2089642850","https://openalex.org/W2105876415","https://openalex.org/W2111765806","https://openalex.org/W2114016244","https://openalex.org/W2114703523","https://openalex.org/W2115583696","https://openalex.org/W2121117794","https://openalex.org/W2123137040","https://openalex.org/W2125754912","https://openalex.org/W2132093964","https://openalex.org/W2133859873","https://openalex.org/W2138178819","https://openalex.org/W2144530326","https://openalex.org/W2145437328","https://openalex.org/W2148918736","https://openalex.org/W2149614712","https://openalex.org/W2155911755","https://openalex.org/W2157189715","https://openalex.org/W2163784380","https://openalex.org/W2166736260","https://openalex.org/W2167556016","https://openalex.org/W2167978186","https://openalex.org/W2798534591","https://openalex.org/W2798613942","https://openalex.org/W2940460024","https://openalex.org/W4230164823","https://openalex.org/W4236777759","https://openalex.org/W6606403671","https://openalex.org/W6607098415","https://openalex.org/W6682057402"],"related_works":["https://openalex.org/W2024273671","https://openalex.org/W2364697897","https://openalex.org/W1539694279","https://openalex.org/W2351590067","https://openalex.org/W2890403786","https://openalex.org/W2134490041","https://openalex.org/W2027335601","https://openalex.org/W2325176130","https://openalex.org/W2348556722","https://openalex.org/W4247945096"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3,19,56,68,123,137,148,170,212,236],"novel":[4],"approach":[5,206],"to":[6,30,42,55,85,100,132,143,175,199,217,242],"derive":[7],"self-adaptive":[8],"software":[9],"by":[10,79,169,210],"automatically":[11,197],"modifying":[12],"the":[13,16,27,33,37,50,61,98,117,144,152,159,180,187,191,202,221,225],"model":[14,28,62,192],"of":[15,67,116,147,179],"application":[17,38],"using":[18],"control-theoretical":[20],"approach.":[21],"Self":[22],"adaptation":[23],"is":[24,63,207,233],"achieved":[25],"at":[26,39,167,190],"level":[29,193],"assure":[31],"that":[32,52,60,96,110,126],"model-which":[34],"lives":[35],"alongside":[36],"run-time-":[40],"continues":[41],"satisfy":[43],"its":[44],"reliability":[45,77],"requirements,":[46],"despite":[47,182],"changes":[48,185,200],"in":[49,65,151,186,201,223],"environment":[51],"might":[53],"lead":[54],"violation.":[57],"We":[58,108],"assume":[59,109],"given":[64,124],"terms":[66],"Discrete":[69],"Time":[70],"Markov":[71],"Chain":[72],"(DTMC).":[73],"DTMCs":[74,111,216],"can":[75],"express":[76],"concerns":[78],"modeling":[80],"possible":[81,113],"failures":[82],"through":[83,120],"transitions":[84,121],"failure":[86,106],"states.":[87,107],"Reliability":[88],"requirements":[89,181],"may":[90,194],"be":[91,196],"expressed":[92],"as":[93,105,174],"reachability":[94],"properties":[95],"constrain":[97],"probability":[99],"reach":[101],"certain":[102,133],"states,":[103],"denoted":[104],"describe":[112],"variant":[114],"behaviors":[115],"adaptive":[118],"system":[119],"exiting":[122],"state":[125],"represent":[127],"alternative":[128],"choices,":[129],"made":[130],"according":[131],"probabilities.":[134],"Viewed":[135],"from":[136,215],"control-theory":[138],"standpoint,":[139],"these":[140],"probabilities":[141],"correspond":[142],"input":[145],"variables":[146,163],"controlled":[149],"system-i.e.,":[150],"control":[153],"theory":[154],"lexicon,":[155,161],"\"control":[156],"variables\".":[157],"Adopting":[158],"same":[160],"such":[162],"are":[164,227],"continuously":[165],"modified":[166],"run-time":[168],"feedback":[171],"controller":[172],"so":[173],"ensure":[176],"continuous":[177],"satisfaction":[178],"disturbances,":[183],"i.e.,":[184],"environment.":[188],"Changes":[189],"then":[195],"transferred":[198],"running":[203],"implementation.":[204],"The":[205],"methodologically":[208],"described":[209,234],"providing":[211],"translation":[213],"scheme":[214],"discrete-time":[218],"dynamic":[219],"systems,":[220],"formalism":[222],"which":[224],"controllers":[226],"derived.":[228],"An":[229],"initial":[230],"empirical":[231],"assessment":[232],"for":[235,240],"case":[237],"study.":[238],"Conjectures":[239],"extensions":[241],"other":[243,246],"models":[244],"and":[245],"requirements.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}