{"id":"https://openalex.org/W2056517420","doi":"https://doi.org/10.1145/2464526.2464539","title":"Optimizing the software testing efficiency by using a genetic algorithm","display_name":"Optimizing the software testing efficiency by using a genetic algorithm","publication_year":2013,"publication_date":"2013-05-23","ids":{"openalex":"https://openalex.org/W2056517420","doi":"https://doi.org/10.1145/2464526.2464539","mag":"2056517420"},"language":"en","primary_location":{"id":"doi:10.1145/2464526.2464539","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464526.2464539","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","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/A5102913890","display_name":"K. Koteswara Rao","orcid":"https://orcid.org/0000-0002-0869-3695"},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. Koteswara Rao","raw_affiliation_strings":["JNTUK, GMRIT,Rajam, Andhra Pradesh","JNTUK, GMRIT,Rajam, Andhra Pradesh#TAB#"],"affiliations":[{"raw_affiliation_string":"JNTUK, GMRIT,Rajam, Andhra Pradesh","institution_ids":["https://openalex.org/I142809039"]},{"raw_affiliation_string":"JNTUK, GMRIT,Rajam, Andhra Pradesh#TAB#","institution_ids":["https://openalex.org/I142809039"]}]},{"author_position":"middle","author":{"id":null,"display_name":"GSVP Raju","orcid":null},"institutions":[{"id":"https://openalex.org/I100887729","display_name":"Andhra University","ror":"https://ror.org/049skhf47","country_code":"IN","type":"education","lineage":["https://openalex.org/I100887729"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"GSVP Raju","raw_affiliation_strings":["Andhra University, Vizag, Andhra Pradesh"],"affiliations":[{"raw_affiliation_string":"Andhra University, Vizag, Andhra Pradesh","institution_ids":["https://openalex.org/I100887729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037063292","display_name":"Srinivasan Nagaraj","orcid":null},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinivasan Nagaraj","raw_affiliation_strings":["JNTUK, GMRIT,Rajam, Andhra Pradesh","JNTUK, GMRIT,Rajam, Andhra Pradesh#TAB#"],"affiliations":[{"raw_affiliation_string":"JNTUK, GMRIT,Rajam, Andhra Pradesh","institution_ids":["https://openalex.org/I142809039"]},{"raw_affiliation_string":"JNTUK, GMRIT,Rajam, Andhra Pradesh#TAB#","institution_ids":["https://openalex.org/I142809039"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102913890"],"corresponding_institution_ids":["https://openalex.org/I142809039"],"apc_list":null,"apc_paid":null,"fwci":2.9151,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9073154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"38","issue":"3","first_page":"1","last_page":"5"},"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":0.9990000128746033,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7254845499992371},{"id":"https://openalex.org/keywords/software-testing","display_name":"Software testing","score":0.6406083703041077},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5930553674697876},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5264378786087036},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.5182456970214844},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.45636340975761414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4397548735141754},{"id":"https://openalex.org/keywords/criticality","display_name":"Criticality","score":0.42171579599380493},{"id":"https://openalex.org/keywords/software-performance-testing","display_name":"Software performance testing","score":0.42167532444000244},{"id":"https://openalex.org/keywords/non-regression-testing","display_name":"Non-regression testing","score":0.4207311272621155},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.32710886001586914},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.3258938193321228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19029250741004944},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13415977358818054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7254845499992371},{"id":"https://openalex.org/C2984328558","wikidata":"https://www.wikidata.org/wiki/Q188522","display_name":"Software testing","level":3,"score":0.6406083703041077},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5930553674697876},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5264378786087036},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.5182456970214844},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.45636340975761414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4397548735141754},{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.42171579599380493},{"id":"https://openalex.org/C178059732","wikidata":"https://www.wikidata.org/wiki/Q1982529","display_name":"Software performance testing","level":5,"score":0.42167532444000244},{"id":"https://openalex.org/C86469151","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Non-regression testing","level":5,"score":0.4207311272621155},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.32710886001586914},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.3258938193321228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19029250741004944},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13415977358818054},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2464526.2464539","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464526.2464539","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1555436111","https://openalex.org/W2082274331","https://openalex.org/W2114869486","https://openalex.org/W2152101184","https://openalex.org/W2170713058","https://openalex.org/W3089657778","https://openalex.org/W4248570098","https://openalex.org/W4285719527","https://openalex.org/W4388727850"],"related_works":["https://openalex.org/W1707101138","https://openalex.org/W2376559135","https://openalex.org/W2353261385","https://openalex.org/W3167506726","https://openalex.org/W2152262712","https://openalex.org/W2381119662","https://openalex.org/W2358049071","https://openalex.org/W2076253536","https://openalex.org/W2355246136","https://openalex.org/W1968089739"],"abstract_inverted_index":{"This":[0,20],"paper":[1],"presents":[2],"a":[3,18,35,76,96],"design":[4],"method":[5],"for":[6,67,100],"optimizing":[7],"software-testing":[8],"efficiency":[9],"by":[10,23],"identifying":[11],"the":[12,24,40,52,55,87,102,112],"most":[13,88],"critical":[14],"path":[15,42],"clusters":[16,43],"in":[17,49,110],"program.":[19],"is":[21,60],"done":[22],"application":[25],"of":[26,54,75],"soft":[27],"computing":[28],"techniques,":[29],"specifically":[30],"genetic":[31,36],"algorithms.":[32],"We":[33],"develop":[34],"algorithm":[37],"that":[38,104],"selects":[39],"software":[41,58,70],"to":[44],"test,":[45],"which":[46,108],"are":[47,84,94,105],"weighted":[48],"accordance":[50],"with":[51],"criticality":[53],"path.":[56],"Exhaustive":[57],"testing":[59,101,113],"rarely":[61],"possible":[62],"because":[63],"it":[64],"becomes":[65],"intractable":[66],"even":[68],"medium-sized":[69],"applications.":[71],"Typically":[72],"only":[73],"parts":[74,83],"program":[77],"can":[78],"be":[79],"tested,":[80],"but":[81],"these":[82],"not":[85],"necessarily":[86],"error":[89],"prone":[90],"ones.":[91],"Therefore,":[92],"we":[93],"designing":[95],"more":[97,106],"selective":[98],"approach":[99],"paths":[103],"critical,":[107],"results":[109],"improving":[111],"efficiency.":[114]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
