{"id":"https://openalex.org/W2129547689","doi":"https://doi.org/10.1109/hicss.2003.1174917","title":"Breeding software test cases with genetic algorithms","display_name":"Breeding software test cases with genetic algorithms","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2129547689","doi":"https://doi.org/10.1109/hicss.2003.1174917","mag":"2129547689"},"language":"en","primary_location":{"id":"doi:10.1109/hicss.2003.1174917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hicss.2003.1174917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the","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/A5058203466","display_name":"Donald J. Berndt","orcid":"https://orcid.org/0000-0002-4900-8244"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]},{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"D. Berndt","raw_affiliation_strings":["Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","Inf. Syst. & Decision Sci., South Florida Univ., Tampa, FL, USA"],"affiliations":[{"raw_affiliation_string":"Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I2613432"]},{"raw_affiliation_string":"Inf. Syst. & Decision Sci., South Florida Univ., Tampa, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048142837","display_name":"John Fisher","orcid":"https://orcid.org/0000-0002-2543-1152"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Fisher","raw_affiliation_strings":["Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","Inf. Syst. & Decision Sci., South Florida Univ., Tampa, FL, USA"],"affiliations":[{"raw_affiliation_string":"Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I2613432"]},{"raw_affiliation_string":"Inf. Syst. & Decision Sci., South Florida Univ., Tampa, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074711630","display_name":"L. Johnson","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210139993","display_name":"Global Services (Slovakia)","ror":"https://ror.org/047kbmp67","country_code":"SK","type":"company","lineage":["https://openalex.org/I4210139993"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["SK","US"],"is_corresponding":false,"raw_author_name":"L. Johnson","raw_affiliation_strings":["Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","Integrated Process Management, IBM-Global Services, USA","IBM Global Services"],"affiliations":[{"raw_affiliation_string":"Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I2613432"]},{"raw_affiliation_string":"Integrated Process Management, IBM-Global Services, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Global Services","institution_ids":["https://openalex.org/I4210139993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024474610","display_name":"J. Pinglikar","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Pinglikar","raw_affiliation_strings":["Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","University of South FLorida"],"affiliations":[{"raw_affiliation_string":"Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South FLorida","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017074394","display_name":"Alison Watkins","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Watkins","raw_affiliation_strings":["Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","University of South FLorida"],"affiliations":[{"raw_affiliation_string":"Information Systems and Decision Sciences College of Business Administration, University of South Florida, USA","institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South FLorida","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058203466"],"corresponding_institution_ids":["https://openalex.org/I2613432","https://openalex.org/I33213144","https://openalex.org/I4210133369"],"apc_list":null,"apc_paid":null,"fwci":4.8367,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.95160806,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"10 pp.","last_page":"10 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9973000288009644,"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/novelty","display_name":"Novelty","score":0.7159122228622437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7034989595413208},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5018033981323242},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.4865831136703491},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4834531247615814},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44003990292549133},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4326515793800354},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4310038387775421},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3537057042121887},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34625738859176636},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16028517484664917}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7159122228622437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7034989595413208},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5018033981323242},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4865831136703491},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4834531247615814},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44003990292549133},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4326515793800354},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4310038387775421},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3537057042121887},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34625738859176636},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16028517484664917},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hicss.2003.1174917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hicss.2003.1174917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.199.8019","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.199.8019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.coba.usf.edu/berndt/research/papers/hicss2003ga.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W86973270","https://openalex.org/W148374083","https://openalex.org/W185423120","https://openalex.org/W1497256448","https://openalex.org/W1535289002","https://openalex.org/W1541501294","https://openalex.org/W1974394819","https://openalex.org/W2005039125","https://openalex.org/W2026701697","https://openalex.org/W2039893305","https://openalex.org/W2041470132","https://openalex.org/W2059114117","https://openalex.org/W2097571405","https://openalex.org/W2117564498","https://openalex.org/W2128705399","https://openalex.org/W2152150600","https://openalex.org/W2162556696","https://openalex.org/W2479679344","https://openalex.org/W2904250082","https://openalex.org/W2984808340","https://openalex.org/W3023540311","https://openalex.org/W3149158604","https://openalex.org/W6605998338"],"related_works":["https://openalex.org/W4214835859","https://openalex.org/W4312927049","https://openalex.org/W2520111506","https://openalex.org/W2064336064","https://openalex.org/W2185084576","https://openalex.org/W2380017313","https://openalex.org/W2166356874","https://openalex.org/W2371269538","https://openalex.org/W2363993616","https://openalex.org/W4382053383"],"abstract_inverted_index":{"Faulty":[0],"software":[1,10,23,67,77],"is":[2,33,117],"usually":[3],"costly":[4],"and":[5,28,104],"possibly":[6],"life":[7],"threatening":[8],"as":[9,73,134,136],"becomes":[11],"an":[12],"increasingly":[13],"critical":[14],"component":[15],"in":[16,59,93],"a":[17,76,87,111],"wide":[18],"variety":[19],"of":[20,51,75,90,101],"systems.":[21],"Thorough":[22],"testing":[24,78],"by":[25],"both":[26],"developers":[27],"dedicated":[29],"quality":[30],"assurance":[31],"staff":[32],"one":[34],"way":[35],"to":[36,46,119,129],"uncover":[37],"flaws.":[38],"Automated":[39],"test":[40,68],"generation":[41],"techniques":[42,125],"can":[43],"be":[44],"used":[45,118],"augment":[47],"the":[48,52,99,121,137],"process,":[49],"free":[50],"cognitive":[53],"biases":[54],"that":[55,84,109],"have":[56],"been":[57],"found":[58],"human":[60],"testers.":[61],"This":[62],"paper":[63],"focuses":[64],"on":[65,86,98],"breeding":[66],"cases":[69],"using":[70],"genetic":[71],"algorithms":[72],"part":[74],"cycle.":[79],"An":[80],"evolving":[81],"fitness":[82],"function":[83],"relies":[85],"fossil":[88,132],"record":[89],"organisms":[91],"results":[92],"interesting":[94],"search":[95,139],"behaviours,":[96],"based":[97],"concepts":[100],"novelty,":[102],"proximity,":[103],"severity.":[105],"A":[106],"case":[107],"study":[108],"uses":[110],"simple,":[112],"but":[113],"widely":[114],"studied":[115],"program":[116],"illustrate":[120],"approach.":[122],"Several":[123],"visualization":[124],"are":[126],"also":[127],"introduced":[128],"analyze":[130],"particular":[131],"records,":[133],"well":[135],"overall":[138],"process.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
