{"id":"https://openalex.org/W112466604","doi":"https://doi.org/10.3233/978-1-61499-434-3-818","title":"Simulated Annealing Based Strategy for Test Redundancy Reduction","display_name":"Simulated Annealing Based Strategy for Test Redundancy Reduction","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W112466604","doi":"https://doi.org/10.3233/978-1-61499-434-3-818","mag":"112466604"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-434-3-818","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-434-3-818","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5053001881","display_name":"Kamal Z. Zamli","orcid":"https://orcid.org/0000-0003-4626-0513"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zamli Kamal Z.","raw_affiliation_strings":["Universiti Malaysia Pahang, Pekan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Malaysia Pahang, Pekan, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023716714","display_name":"Mohd Hafiz Mohd Hassin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohd Hassin Mohd Hafiz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Al-Kazemi Basem","orcid":null},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Al-Kazemi Basem","raw_affiliation_strings":["Umm al-Qura University, Makkah al Mukarramah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Umm al-Qura University, Makkah al Mukarramah, Saudi Arabia","institution_ids":["https://openalex.org/I199693650"]}]},{"author_position":"last","author":{"id":null,"display_name":"Naseer Atif","orcid":null},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Naseer Atif","raw_affiliation_strings":["Umm al-Qura University, Makkah al Mukarramah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Umm al-Qura University, Makkah al Mukarramah, Saudi Arabia","institution_ids":["https://openalex.org/I199693650"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9039,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68198273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9962000250816345,"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":0.9916999936103821,"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/redundancy","display_name":"Redundancy (engineering)","score":0.6791545748710632},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.4896107316017151},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.48823168873786926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44126150012016296},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3688596189022064},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1968265175819397},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19384419918060303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17064940929412842},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.04473724961280823}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6791545748710632},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4896107316017151},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48823168873786926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44126150012016296},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3688596189022064},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1968265175819397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19384419918060303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17064940929412842},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.04473724961280823}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-434-3-818","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-434-3-818","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2067279514"],"abstract_inverted_index":{"Software":[0],"testing":[1,66,88],"relates":[2],"to":[3,29,70,82,153],"the":[4,8,32,64,96,102,142],"process":[5],"of":[6,10,26,40,47,130],"accessing":[7],"functionality":[9],"a":[11,24,77],"program":[12],"against":[13,31],"some":[14],"defined":[15],"specifications.":[16],"To":[17],"ensure":[18],"conformance,":[19],"test":[20,27,51,58,85],"engineers":[21],"often":[22],"generate":[23],"set":[25],"cases":[28,52,59,86],"validate":[30],"user":[33],"requirements.":[34],"When":[35],"dealing":[36],"with":[37,113,125],"large":[38],"line":[39],"codes":[41],"(LOCs),":[42],"there":[43],"are":[44],"potentially":[45],"issue":[46],"redundancies":[48],"as":[49,135,137,151],"new":[50,78],"may":[53,60],"be":[54,61],"added":[55],"and":[56,106,133],"old":[57],"deleted":[62],"during":[63],"whole":[65],"process.":[67],"In":[68],"order":[69],"address":[71],"this":[72],"issue,":[73],"we":[74],"have":[75],"developed":[76],"strategy,":[79],"called":[80],"tReductSA,":[81],"systematically":[83],"minimize":[84],"for":[87],"consideration.":[89],"Unlike":[90],"existing":[91,126,154],"works":[92,127],"which":[93],"rely":[94],"on":[95,110],"Greedy":[97],"approaches,":[98],"our":[99],"work":[100],"adopts":[101],"random":[103],"sequence":[104],"permutation":[105],"optimization":[107],"algorithm":[108],"based":[109],"Simulated":[111],"Annealing":[112],"systematic":[114],"merging":[115],"technique.":[116],"Our":[117],"benchmark":[118],"experiments":[119],"demonstrate":[120],"that":[121,129],"tReductSA":[122,145],"scales":[123],"well":[124],"(including":[128],"GE,":[131],"GRE":[132],"HGS)":[134],"far":[136],"optimality":[138],"is":[139],"concerned.":[140],"On":[141],"other":[143],"note,":[144],"also":[146],"offers":[147],"more":[148],"diversified":[149],"solutions":[150],"compared":[152],"work.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2016-06-24T00:00:00"}
