{"id":"https://openalex.org/W2889135167","doi":"https://doi.org/10.1109/tse.2018.2868082","title":"A Test Case Prioritization Genetic Algorithm Guided by the Hypervolume Indicator","display_name":"A Test Case Prioritization Genetic Algorithm Guided by the Hypervolume Indicator","publication_year":2018,"publication_date":"2018-08-31","ids":{"openalex":"https://openalex.org/W2889135167","doi":"https://doi.org/10.1109/tse.2018.2868082","mag":"2889135167"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2018.2868082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2018.2868082","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-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/A5072127726","display_name":"Dario Di Nucci","orcid":"https://orcid.org/0000-0002-3861-1902"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dario Di Nucci","raw_affiliation_strings":["Vrije Universiteit Brussel, Brussels, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3861-1902","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067127346","display_name":"Annibale Panichella","orcid":"https://orcid.org/0000-0002-7395-3588"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Annibale Panichella","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7395-3588","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046237164","display_name":"Andy Zaidman","orcid":"https://orcid.org/0000-0003-2413-3935"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andy Zaidman","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-2413-3935","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079088548","display_name":"Andrea De Lucia","orcid":"https://orcid.org/0000-0002-4238-1425"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea De Lucia","raw_affiliation_strings":["University of Salerno, Fisciano (SA), Italy"],"raw_orcid":"https://orcid.org/0000-0002-4238-1425","affiliations":[{"raw_affiliation_string":"University of Salerno, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.0879,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.98782051,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"46","issue":"6","first_page":"674","last_page":"696"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":0.9997000098228455,"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/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.6942267417907715},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6057753562927246},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6040762066841125},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5891086459159851},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.5202316641807556},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.5048845410346985},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4722639322280884},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.464553564786911},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.44712668657302856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3626656234264374},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3272877335548401},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3040495812892914},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.27416062355041504},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20556926727294922},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.16693133115768433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6942267417907715},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6057753562927246},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6040762066841125},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5891086459159851},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.5202316641807556},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.5048845410346985},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4722639322280884},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.464553564786911},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.44712668657302856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3626656234264374},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3272877335548401},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3040495812892914},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.27416062355041504},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20556926727294922},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.16693133115768433},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tse.2018.2868082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2018.2868082","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:publications/22be3d8a-d18f-4fe7-8d0a-b5947d288d6a","is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/22be3d8a-d18f-4fe7-8d0a-b5947d288d6a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Di Nucci, D, Panichella, A, Zaidman, A & De Lucia, A 2020, 'A Test Case Prioritization Genetic Algorithm Guided by the Hypervolume Indicator', IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2018.2868082","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:tudelft.nl:uuid:cbeefd43-767c-4d1b-890d-fddb7fdf4401","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:cbeefd43-767c-4d1b-890d-fddb7fdf4401","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W7198858","https://openalex.org/W103650626","https://openalex.org/W131515941","https://openalex.org/W133481394","https://openalex.org/W133511943","https://openalex.org/W157468466","https://openalex.org/W1488578987","https://openalex.org/W1518403495","https://openalex.org/W1525375343","https://openalex.org/W1544309315","https://openalex.org/W1570437003","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1599808047","https://openalex.org/W1634955031","https://openalex.org/W1659842140","https://openalex.org/W1910771831","https://openalex.org/W1967187747","https://openalex.org/W1971137495","https://openalex.org/W1976656630","https://openalex.org/W1980815151","https://openalex.org/W1987958230","https://openalex.org/W1992987499","https://openalex.org/W2000825106","https://openalex.org/W2004662957","https://openalex.org/W2010069926","https://openalex.org/W2010398592","https://openalex.org/W2014515160","https://openalex.org/W2022485595","https://openalex.org/W2022753314","https://openalex.org/W2023544474","https://openalex.org/W2024352272","https://openalex.org/W2025886988","https://openalex.org/W2029500775","https://openalex.org/W2035661891","https://openalex.org/W2040622444","https://openalex.org/W2041748825","https://openalex.org/W2045785696","https://openalex.org/W2046241805","https://openalex.org/W2049625105","https://openalex.org/W2049862811","https://openalex.org/W2056503891","https://openalex.org/W2073125568","https://openalex.org/W2090797242","https://openalex.org/W2099613036","https://openalex.org/W2102076216","https://openalex.org/W2108968575","https://openalex.org/W2109207167","https://openalex.org/W2110068396","https://openalex.org/W2111176315","https://openalex.org/W2120563984","https://openalex.org/W2121365620","https://openalex.org/W2122156253","https://openalex.org/W2122176170","https://openalex.org/W2126105956","https://openalex.org/W2126210726","https://openalex.org/W2126599184","https://openalex.org/W2127474646","https://openalex.org/W2129234643","https://openalex.org/W2132150191","https://openalex.org/W2135827170","https://openalex.org/W2138428785","https://openalex.org/W2148615815","https://openalex.org/W2150046657","https://openalex.org/W2150129373","https://openalex.org/W2154656574","https://openalex.org/W2156305884","https://openalex.org/W2159614205","https://openalex.org/W2161095620","https://openalex.org/W2162789495","https://openalex.org/W2163246860","https://openalex.org/W2165834023","https://openalex.org/W2170198454","https://openalex.org/W2170771779","https://openalex.org/W2171570823","https://openalex.org/W2225559300","https://openalex.org/W2292289085","https://openalex.org/W2345196092","https://openalex.org/W2481146071","https://openalex.org/W2586946380","https://openalex.org/W3131916867","https://openalex.org/W4231074612","https://openalex.org/W4231671578","https://openalex.org/W4247348948","https://openalex.org/W4247524137","https://openalex.org/W4248101274","https://openalex.org/W4251988601","https://openalex.org/W4394173553","https://openalex.org/W4394416353","https://openalex.org/W6606439196","https://openalex.org/W6635097213","https://openalex.org/W6647179837","https://openalex.org/W6682963381","https://openalex.org/W6683436537","https://openalex.org/W6833780757"],"related_works":["https://openalex.org/W2335661150","https://openalex.org/W2315612914","https://openalex.org/W2126752493","https://openalex.org/W2163591388","https://openalex.org/W2899067106","https://openalex.org/W3027778780","https://openalex.org/W3102712816","https://openalex.org/W111543512","https://openalex.org/W2899576637","https://openalex.org/W2904507568"],"abstract_inverted_index":{"Regression":[0],"testing":[1],"is":[2,120,162],"performed":[3],"during":[4],"maintenance":[5],"activities":[6],"to":[7,30,39,43,135,154],"assess":[8],"whether":[9],"the":[10,32,35,70,82,116,137,168],"unchanged":[11],"parts":[12],"of":[13,34,73,115,170],"a":[14,93,111,129,177],"software":[15],"behave":[16],"as":[17,58,69],"intended.":[18],"To":[19],"reduce":[20],"its":[21],"cost,":[22],"test":[23,37,49,90,145],"case":[24],"prioritization":[25],"techniques":[26,157],"can":[27,51],"be":[28,52],"used":[29,122],"schedule":[31],"execution":[33],"available":[36],"cases":[38,91],"increase":[40],"their":[41],"ability":[42],"reveal":[44],"regression":[45],"faults":[46],"earlier.":[47],"Optimal":[48],"ordering":[50,95],"determined":[53],"using":[54,96,143],"various":[55],"techniques,":[56],"such":[57,68],"greedy":[59],"algorithms":[60],"and":[61,63,75],"meta-heuristics,":[62],"optimizing":[64],"multiple":[65,144],"fitness":[66,79],"functions,":[67],"average":[71],"percentage":[72],"statement":[74],"branch":[76],"coverage.":[77],"These":[78],"functions":[80],"condense":[81],"cumulative":[83],"coverage":[84,146],"scores":[85],"achieved":[86],"when":[87,142,181],"incrementally":[88],"running":[89],"in":[92,123],"given":[94],"Area":[97],"Under":[98],"Curve":[99],"(AUC)":[100],"metrics.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105,127],"notice":[106],"that":[107,159],"AUC":[108],"metrics":[109],"represent":[110],"bi-dimensional":[112],"(simplified)":[113],"version":[114],"hypervolume":[117],"metric,":[118],"which":[119],"widely":[121],"many-objective":[124],"optimization.":[125],"Thus,":[126],"propose":[128],"Hypervolume-based":[130],"Genetic":[131],"Algorithm,":[132],"namely":[133],"HGA,":[134],"solve":[136],"Test":[138,171],"Case":[139,172],"Prioritization":[140],"problem":[141],"criteria.":[147,187],"An":[148],"empirical":[149],"study":[150],"conducted":[151],"with":[152,183],"respect":[153],"five":[155],"state-of-the-art":[156],"shows":[158],"(i)":[160],"HGA":[161,166,175],"more":[163,184],"cost-effective,":[164],"(ii)":[165],"improves":[167],"efficiency":[169],"Prioritization,":[173],"(iii)":[174],"has":[176],"stronger":[178],"selective":[179],"pressure":[180],"dealing":[182],"than":[185],"three":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
