{"id":"https://openalex.org/W1992928480","doi":"https://doi.org/10.1109/nabic.2009.5393696","title":"An evolutionary multi population approach for test data generation","display_name":"An evolutionary multi population approach for test data generation","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1992928480","doi":"https://doi.org/10.1109/nabic.2009.5393696","mag":"1992928480"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","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/A5046119887","display_name":"Anupama Deepak","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anupama Deepak","raw_affiliation_strings":["Department of Computer Science, Cochin university of Science and Technology, Cochin, India","Dept. of Computer Science, Cochin University of Science & Technology 682022, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cochin university of Science and Technology, Cochin, India","institution_ids":["https://openalex.org/I20497027"]},{"raw_affiliation_string":"Dept. of Computer Science, Cochin University of Science & Technology 682022, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032700845","display_name":"Philip Samuel","orcid":"https://orcid.org/0000-0001-6476-1544"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Philip Samuel","raw_affiliation_strings":["Information Technology, SOE Cochin University of Science and Technology, Cochin, India","Information Technology, SOE, Cochin University of Science & Technology 682022, India"],"affiliations":[{"raw_affiliation_string":"Information Technology, SOE Cochin University of Science and Technology, Cochin, India","institution_ids":["https://openalex.org/I20497027"]},{"raw_affiliation_string":"Information Technology, SOE, Cochin University of Science & Technology 682022, India","institution_ids":["https://openalex.org/I20497027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046119887"],"corresponding_institution_ids":["https://openalex.org/I20497027"],"apc_list":null,"apc_paid":null,"fwci":0.9048,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74692772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"1451","last_page":"1456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9546999931335449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.926666796207428},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6951814293861389},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6789631843566895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6651854515075684},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.5261861085891724},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.4842967092990875},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4730186462402344},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.412077933549881},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3983404040336609},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29530179500579834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19828253984451294}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.926666796207428},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6951814293861389},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6789631843566895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6651854515075684},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5261861085891724},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.4842967092990875},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4730186462402344},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.412077933549881},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3983404040336609},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29530179500579834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19828253984451294},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1036195498","https://openalex.org/W1567786126","https://openalex.org/W1597005298","https://openalex.org/W1639032689","https://openalex.org/W1936022305","https://openalex.org/W1940686192","https://openalex.org/W1978556157","https://openalex.org/W1986749780","https://openalex.org/W2024996136","https://openalex.org/W2101629181","https://openalex.org/W2103712861","https://openalex.org/W2106450733","https://openalex.org/W2121823022","https://openalex.org/W2128705399","https://openalex.org/W2134954564","https://openalex.org/W2141223953","https://openalex.org/W2160306968","https://openalex.org/W2163428057","https://openalex.org/W2165013036","https://openalex.org/W2169417364","https://openalex.org/W3023540311","https://openalex.org/W6634147649","https://openalex.org/W6678030204"],"related_works":["https://openalex.org/W1985939653","https://openalex.org/W2014162767","https://openalex.org/W1606499289","https://openalex.org/W2911578165","https://openalex.org/W2626282817","https://openalex.org/W2373079942","https://openalex.org/W2031035514","https://openalex.org/W2385808795","https://openalex.org/W2375052855","https://openalex.org/W2372098157"],"abstract_inverted_index":{"In":[0,26],"this":[1,27],"paper":[2,28],"we":[3,29,72],"propose":[4],"an":[5],"approach":[6,79,82],"for":[7],"test":[8,50,93,107],"data":[9,51,108],"generation":[10,52,91],"using":[11,23,102],"genetic":[12,21,39,57],"algorithm.":[13],"Our":[14],"objective":[15],"is":[16,61],"to":[17,67,83],"design":[18],"a":[19],"multi-population":[20,56,81],"algorithm":[22,40],"uniform":[24,35,103],"crossover.":[25],"analyze":[30],"the":[31,49,68,76,97,100,106],"performance":[32],"of":[33,45,86,92,114],"proposed":[34],"crossover":[36],"multi":[37],"population":[38,78],"method":[41],"with":[42],"different":[43],"combinations":[44],"factors":[46],"that":[47],"influence":[48],"strategy.":[53],"For":[54],"implementing":[55],"algorithm,":[58],"random":[59],"migration":[60],"used":[62],"and":[63,80],"individuals":[64,98],"are":[65,88],"added":[66],"existing":[69],"subpopulation.":[70],"Here":[71],"have":[73,111],"also":[74],"compared":[75],"single":[77],"determine":[84],"which":[85],"these":[87],"effective":[89],"towards":[90],"data.":[94],"By":[95],"combining":[96],"in":[99],"subpopulation":[101],"cross":[104],"over":[105],"generated":[109],"will":[110],"better":[112],"chance":[113],"existence.":[115]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
