{"id":"https://openalex.org/W2058120713","doi":"https://doi.org/10.4304/jsw.9.2.358-364","title":"An Intelligent Method Based on State Space Search for Automatic Test Case Generation","display_name":"An Intelligent Method Based on State Space Search for Automatic Test Case Generation","publication_year":2014,"publication_date":"2014-02-01","ids":{"openalex":"https://openalex.org/W2058120713","doi":"https://doi.org/10.4304/jsw.9.2.358-364","mag":"2058120713"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.9.2.358-364","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.2.358-364","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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/A5009499465","display_name":"Ying Xing","orcid":"https://orcid.org/0000-0003-2807-1911"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Xing","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101793914","display_name":"Junfei Huang","orcid":"https://orcid.org/0000-0002-5557-5886"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfei Huang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687956","display_name":"Yunzhan Gong","orcid":"https://orcid.org/0000-0002-9105-4797"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhan Gong","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371589","display_name":"Yawen Wang","orcid":"https://orcid.org/0000-0002-3509-3273"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawen Wang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069149543","display_name":"Xu-Zhou Zhang","orcid":"https://orcid.org/0000-0002-7173-4306"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzhou Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing,","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.4334,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68479972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":"2","first_page":null,"last_page":null},"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/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"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":0.9235029816627502},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5259504318237305},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5097994208335876},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.4937470853328705},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4468306005001068},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33307409286499023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3245750665664673},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15090101957321167},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11441752314567566},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05674177408218384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9235029816627502},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5259504318237305},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5097994208335876},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.4937470853328705},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4468306005001068},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33307409286499023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3245750665664673},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15090101957321167},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11441752314567566},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05674177408218384},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.9.2.358-364","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.2.358-364","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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":30,"referenced_works":["https://openalex.org/W127224647","https://openalex.org/W131283763","https://openalex.org/W163074494","https://openalex.org/W1486172410","https://openalex.org/W1519617538","https://openalex.org/W1554448638","https://openalex.org/W1756881852","https://openalex.org/W1910771831","https://openalex.org/W1977321274","https://openalex.org/W1982568211","https://openalex.org/W2008896570","https://openalex.org/W2025333760","https://openalex.org/W2035105436","https://openalex.org/W2041091076","https://openalex.org/W2047430938","https://openalex.org/W2050109730","https://openalex.org/W2096449544","https://openalex.org/W2098201893","https://openalex.org/W2110337982","https://openalex.org/W2114270731","https://openalex.org/W2114869486","https://openalex.org/W2125348082","https://openalex.org/W2136043644","https://openalex.org/W2147826933","https://openalex.org/W2149616432","https://openalex.org/W2382184594","https://openalex.org/W2542523353","https://openalex.org/W6605292314","https://openalex.org/W6637829445","https://openalex.org/W6639699737"],"related_works":["https://openalex.org/W641782856","https://openalex.org/W24443521","https://openalex.org/W2471323292","https://openalex.org/W2296759459","https://openalex.org/W4205202004","https://openalex.org/W2188047296","https://openalex.org/W2352527711","https://openalex.org/W9484388","https://openalex.org/W2377100367","https://openalex.org/W2915607083"],"abstract_inverted_index":{"Search-Based":[0],"Software":[1],"Testing":[2],"reformulates":[3,23],"testing":[4],"as":[5,28],"search":[6,19,32,56,72,89],"problems":[7],"so":[8],"that":[9,86],"test":[10,25,61,92],"case":[11,26],"generation":[12,27],"can":[13],"be":[14],"automated":[15],"by":[16,80],"some":[17,99],"chosen":[18],"algorithms.":[20,102],"This":[21],"paper":[22],"path-oriented":[24],"a":[29],"state":[30],"space":[31,58],"problem":[33],"and":[34,53,63,97],"proposes":[35],"an":[36,77],"intelligent":[37],"method":[38,79,90],"Best-First-Search":[39],"Branch":[40,50],"&":[41,51],"Bound":[42,52],"to":[43,55,66],"solve":[44],"it,":[45],"utilizing":[46],"the":[47,57,68,71,87],"algorithms":[48],"of":[49,59,70],"Backtrack":[54],"potential":[60],"cases":[62,93],"adopting":[64],"bisection":[65],"lower":[67],"bounds":[69],"space.":[73],"We":[74],"also":[75],"propose":[76],"optimization":[78],"removing":[81],"irrelevant":[82],"variables.":[83],"Experiments":[84],"show":[85],"proposed":[88],"generates":[91],"with":[94],"promising":[95],"performance":[96],"outperforms":[98],"MetaHeuristic":[100],"Search":[101]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}