{"id":"https://openalex.org/W2148353482","doi":"https://doi.org/10.1145/2507288.2507309","title":"Critical components testing using hybrid genetic algorithm","display_name":"Critical components testing using hybrid genetic algorithm","publication_year":2013,"publication_date":"2013-08-26","ids":{"openalex":"https://openalex.org/W2148353482","doi":"https://doi.org/10.1145/2507288.2507309","mag":"2148353482"},"language":"en","primary_location":{"id":"doi:10.1145/2507288.2507309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2507288.2507309","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/A5058476001","display_name":"D. Jeya Mala","orcid":"https://orcid.org/0000-0002-2100-8218"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"D. Jeya Mala","raw_affiliation_strings":["Thiagarajar College of Engineering Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089742267","display_name":"K. Sabari Nathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Sabari Nathan","raw_affiliation_strings":["Thiagarajar College of Engineering Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086229156","display_name":"S. Balamurugan","orcid":"https://orcid.org/0000-0002-3947-3628"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Balamurugan","raw_affiliation_strings":["Thiagarajar College of Engineering Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058476001"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.20833333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"38","issue":"5","first_page":"1","last_page":"13"},"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/T12423","display_name":"Software Reliability and Analysis Research","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":0.9998000264167786,"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/mutation","display_name":"Mutation","score":0.6062387228012085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6046535968780518},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.5872333645820618},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.5560365915298462},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5229528546333313},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.500288724899292},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48880240321159363},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.47252967953681946},{"id":"https://openalex.org/keywords/mutation-testing","display_name":"Mutation testing","score":0.4663369655609131},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4565465450286865},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4494360685348511},{"id":"https://openalex.org/keywords/automatic-test-pattern-generation","display_name":"Automatic test pattern generation","score":0.42259958386421204},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4157114624977112},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4146268367767334},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39962995052337646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23799094557762146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1768769919872284}],"concepts":[{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6062387228012085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046535968780518},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.5872333645820618},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.5560365915298462},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5229528546333313},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.500288724899292},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48880240321159363},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.47252967953681946},{"id":"https://openalex.org/C163565370","wikidata":"https://www.wikidata.org/wiki/Q4308623","display_name":"Mutation testing","level":4,"score":0.4663369655609131},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4565465450286865},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4494360685348511},{"id":"https://openalex.org/C17626397","wikidata":"https://www.wikidata.org/wiki/Q837455","display_name":"Automatic test pattern generation","level":3,"score":0.42259958386421204},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4157114624977112},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4146268367767334},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39962995052337646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23799094557762146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1768769919872284},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2507288.2507309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2507288.2507309","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":[{"id":"https://openalex.org/F4320320767","display_name":"University Grants Commission","ror":"https://ror.org/04p800546"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W3040557","https://openalex.org/W148687347","https://openalex.org/W1588934661","https://openalex.org/W1936022305","https://openalex.org/W1940686192","https://openalex.org/W2055784794","https://openalex.org/W2061227290","https://openalex.org/W2098447642","https://openalex.org/W2120738100","https://openalex.org/W2139763472","https://openalex.org/W2144753300","https://openalex.org/W2166751683","https://openalex.org/W2286519550","https://openalex.org/W2333646151","https://openalex.org/W2542566693","https://openalex.org/W2912876187","https://openalex.org/W3098481179","https://openalex.org/W3118018050","https://openalex.org/W3157663602"],"related_works":["https://openalex.org/W1989016268","https://openalex.org/W2077258409","https://openalex.org/W25874703","https://openalex.org/W2553077635","https://openalex.org/W2076609667","https://openalex.org/W2102170411","https://openalex.org/W2079922024","https://openalex.org/W1987278052","https://openalex.org/W3166473004","https://openalex.org/W2148353482"],"abstract_inverted_index":{"As":[0],"quality":[1],"of":[2,39,77,90,228,306],"software":[3],"plays":[4],"a":[5],"vital":[6],"role":[7],"in":[8,20,81,165,287,332],"real":[9],"time":[10,329],"systems,":[11],"it":[12],"is":[13,47,93,130,222,310],"essential":[14],"to":[15,24,48,111,156,199],"identify":[16,112],"the":[17,21,29,32,50,54,79,82,106,109,114,118,124,126,162,166,170,172,183,188,193,207,213,216,226,232,236,244,252,269,280,288,291,297,299,307,320,326,333],"crucial":[18],"parts":[19],"system":[22],"and":[23,63,108,137,151,177,195,215,235,256,268,290,316,325,339],"test":[25,49,60,91,97,101,115,141,184,208,219,229,246,266,322],"them":[26],"effectively.":[27],"In":[28,204,241],"proposed":[30,308,334],"approach,":[31],"critical":[33,51,173],"components":[34,52,80,164,174,261],"are":[35,68,103,143,152,175,210,248,262,272,277,293,302,330,342],"identified":[36,176],"by":[37,71,187,224],"means":[38],"mutation":[40,149,254],"based":[41,59,145,250],"impact":[42],"analysis.":[43],"The":[44,66,87,99,139,190,218,260,274,304],"next":[45],"task":[46],"using":[53,95,182,231],"Hybrid":[55],"Genetic":[56,313],"Algorithm":[57,314],"(HGA)":[58],"case":[61,116,220],"generation":[62],"optimization":[64,221],"approach.":[65,335],"mutants":[67,155],"automatically":[69],"generated":[70,94,100,186,343],"seeding":[72],"faults":[73],"into":[74],"each":[75,159],"method":[76],"all":[78],"Software":[83],"Under":[84],"Test":[85],"(SUT).":[86],"initial":[88],"set":[89],"cases":[92,102,142,185,209,247,267],"randomized":[96],"data.":[98],"executed":[104,153,211,263],"over":[105],"original":[107,214],"mutant":[110],"whether":[113],"detects":[117],"error":[119],"or":[120],"not.":[121],"Based":[122,168,295],"on":[123,146,154,169,251,296],"results,":[125],"Mutation":[127,233],"Score":[128,234],"(MS)":[129],"calculated,":[131],"which":[132,283],"always":[133],"lies":[134],"between":[135],"0":[136],"1.":[138],"best":[140],"chosen":[144],"having":[147],"higher":[148,253],"scores":[150,255],"analyze":[157],"how":[158],"component":[160],"affects":[161],"other":[163],"SUT.":[167],"analysis,":[171],"they":[178],"need":[179],"rigorous":[180],"testing":[181],"HGA.":[189],"algorithm":[191],"uses":[192],"RemoveTop":[194],"LocalBest":[196],"improvement":[197],"heuristics":[198],"achieve":[200],"near":[201],"optimal":[202],"solutions.":[203],"unit":[205],"testing,":[206,243],"against":[212,264,279],"mutant.":[217],"done":[223],"evaluating":[225],"effectiveness":[227],"suites":[230],"Branch":[237],"Coverage":[238],"Value":[239],"(BCV).":[240],"pair-wise":[242],"effective":[245],"selected":[249],"branch":[257],"coverage":[258],"values.":[259],"these":[265],"execution":[270,328],"traces":[271],"recorded.":[273],"traced":[275],"results":[276],"compared":[278,311],"expected":[281],"outputs":[282],"were":[284],"previously":[285],"stored":[286],"repository":[289],"statuses":[292],"updated.":[294],"statuses,":[298],"faulty":[300],"methods":[301],"revealed.":[303],"efficiency":[305],"approach":[309],"with":[312],"(GA)":[315],"we":[317],"concluded":[318],"that":[319],"final":[321],"suite":[323],"size":[324],"total":[327],"reduced":[331],"Finally":[336],"various":[337],"graphs":[338],"PDF":[340],"reports":[341],"for":[344],"visualization":[345],"purposes.":[346]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}