{"id":"https://openalex.org/W2963156555","doi":"https://doi.org/10.1108/dta-05-2018-0043","title":"Performance analysis","display_name":"Performance analysis","publication_year":2019,"publication_date":"2019-07-16","ids":{"openalex":"https://openalex.org/W2963156555","doi":"https://doi.org/10.1108/dta-05-2018-0043","mag":"2963156555"},"language":"en","primary_location":{"id":"doi:10.1108/dta-05-2018-0043","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-05-2018-0043","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","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/A5029712441","display_name":"Areej Ahmad Alsaadi","orcid":null},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Areej Ahmad Alsaadi","raw_affiliation_strings":["King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058545850","display_name":"Wadee Alhalabi","orcid":"https://orcid.org/0000-0002-4505-7268"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Wadee Alhalabi","raw_affiliation_strings":["Department of Computer Science, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068761018","display_name":"Elena-Niculina Dr\u0103goi","orcid":"https://orcid.org/0000-0001-5006-000X"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Elena-Niculina Dragoi","raw_affiliation_strings":["Faculty of Automatic Control and Computer Engineering, Universitatea Tehnica Gheorghe Asachi din Iasi, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computer Engineering, Universitatea Tehnica Gheorghe Asachi din Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1412,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56032811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"55","issue":"3","first_page":"313","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/algorithm","display_name":"Algorithm","score":0.5277541279792786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4963379502296448},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4847526252269745},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45804139971733093},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4446573257446289},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38646605610847473},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3384246826171875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15745946764945984}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5277541279792786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4963379502296448},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4847526252269745},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45804139971733093},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4446573257446289},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38646605610847473},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3384246826171875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15745946764945984},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/dta-05-2018-0043","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-05-2018-0043","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","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":37,"referenced_works":["https://openalex.org/W645329357","https://openalex.org/W777315295","https://openalex.org/W1516877212","https://openalex.org/W1539307555","https://openalex.org/W1563591835","https://openalex.org/W1574963389","https://openalex.org/W1578459922","https://openalex.org/W1593606031","https://openalex.org/W1836077082","https://openalex.org/W1966208092","https://openalex.org/W1993883568","https://openalex.org/W1996545838","https://openalex.org/W2017196268","https://openalex.org/W2023095371","https://openalex.org/W2027044461","https://openalex.org/W2032982318","https://openalex.org/W2061438946","https://openalex.org/W2067748027","https://openalex.org/W2119401655","https://openalex.org/W2132181343","https://openalex.org/W2132366653","https://openalex.org/W2243203030","https://openalex.org/W2290883490","https://openalex.org/W2321881342","https://openalex.org/W2338873322","https://openalex.org/W2488708672","https://openalex.org/W2564768853","https://openalex.org/W2567403896","https://openalex.org/W2617638177","https://openalex.org/W2618980052","https://openalex.org/W2773918105","https://openalex.org/W2777218503","https://openalex.org/W2783827472","https://openalex.org/W2889526258","https://openalex.org/W2917884856","https://openalex.org/W3032315661","https://openalex.org/W4210270609"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W2087343574","https://openalex.org/W4296209631"],"abstract_inverted_index":{"Purpose":[0],"Differential":[1],"search":[2],"algorithm":[3],"(DSA)":[4],"is":[5,31,439],"a":[6,23,244,440],"new":[7],"optimization,":[8],"meta-heuristic":[9],"algorithm.":[10],"It":[11],"simulates":[12],"the":[13,34,81,89,93,101,115,126,205,208,212,216,252,261,271,283,295,309,321,341,352,365,374,390,402,405,414,459,464],"Brownian-like,":[14],"random-walk":[15],"movement":[16],"of":[17,28,37,95,207,364,369,382,404,434],"an":[18],"organism":[19],"by":[20,401,413],"migrating":[21],"to":[22,32,79,204,221,340,385,445,450],"better":[24],"position.":[25],"The":[26,249],"purpose":[27],"this":[29,63,456],"paper":[30],"analyze":[33],"performance":[35,435],"analysis":[36],"DSA":[38,135],"into":[39,73],"two":[40,147],"key":[41],"parts:":[42],"six":[43,139],"random":[44],"number":[45],"generators":[46],"(RNGs)":[47],"and":[48,68,97,110,117,132,172,201,224,243,279,285,289,291,297,317,323,330,334,343,359,367,398,412],"Benchmark":[49],"functions":[50,87,149,161,460],"(BMF)":[51],"from":[52,463],"IEEE":[53,466],"World":[54,467],"Congress":[55,468],"on":[56,231,255,314,469],"Evolutionary":[57,470],"Computation":[58,471],"(CEC,":[59,472],"2015).":[60,473],"Noting":[61],"that":[62,383,389],"study":[64,433],"took":[65],"problem":[66,196,406],"dimensionality":[67,99,281],"maximum":[69,280],"function":[70,333],"evaluation":[71],"(MFE)":[72],"account,":[74],"various":[75,437],"configurations":[76],"were":[77,229,305,461],"executed":[78],"check":[80],"parameters\u2019":[82],"influence.":[83],"Shifted":[84],"rotated":[85,155,163,166,169,331],"Rastrigin\u2019s":[86,332],"provided":[88,125],"best":[90,102,116,127,262,272,284,296,322,342,353],"outcomes":[91,273],"for":[92],"majority":[94],"RNGs,":[96],"minimum":[98,278],"offered":[100,282,351],"average.":[103],"Among":[104],"almost":[105,130],"all":[106,275,302,458],"BMFs":[107],"studied,":[108],"Weibull":[109,316],"Beta":[111,318],"RNGs":[112,131,256,293,319,358],"concluded":[113,251],"with":[114,129,265,274,326,356],"worst":[118,286,298,324,344],"averages,":[119,287,299],"respectively.":[120],"In":[121,307,346,455],"sum,":[122],"50,000":[123,223,349],"MFE":[124],"results":[128,253,264,311,355],"BMFs.":[133,360],"Design/methodology/approach":[134],"was":[136],"tested":[137],"under":[138,436],"randomizers":[140],"(Bernoulli,":[141],"Beta,":[142],"Binomial,":[143],"Chisquare,":[144],"Rayleigh,":[145],"Weibull),":[146],"unimodal":[148],"(rotated":[150],"high":[151],"conditioned":[152],"elliptic":[153],"function,":[154],"cigar":[156],"function),":[157],"three":[158,173],"simple":[159],"multi-modal":[160],"(shifted":[162],"Ackley\u2019s,":[164],"shifted":[165,168,329],"Rastrigin\u2019s,":[167],"Schwefel\u2019s":[170],"functions)":[171],"hybrid":[174],"Functions":[175],"(Hybrid":[176],"Function":[177,183,189,336],"1":[178],"(":[179,185,191],"n":[180,186,192],"=3),":[181],"Hybrid":[182,188,335],"2":[184,337],"=4,and":[187],"3":[190],"=5))":[193],"at":[194,238],"four":[195],"dimensionalities":[197],"(10D,":[198],"30D,":[199],"50D":[200],"100D).":[202],"According":[203],"protocol":[206],"CEC":[209],"(2015)":[210],"testbed,":[211],"stopping":[213],"criteria":[214],"are":[215,219,393,427],"MFEs,":[217],"which":[218,377],"set":[220],"10,000,":[222],"100,000.":[225],"All":[226],"algorithms":[227,449],"mentioned":[228],"implemented":[230],"PC":[232],"running":[233],"Windows":[234],"8.1,":[235],"i5":[236],"CPU":[237],"1.60":[239],"GHz,":[240],"2.29":[241],"GHz":[242],"64-bit":[245],"operating":[246],"system.":[247],"Findings":[248],"authors":[250],"based":[254,313],"as":[257],"follows:":[258],"F3":[259],"gave":[260,338],"average":[263,354],"Bernoulli,":[266],"whereas":[267],"F4":[268],"resulted":[269],"in":[270,376,430],"other":[276,303],"RNGs;":[277],"respectively;":[288],"Bernoulli":[290],"Binomial":[292],"retained":[294],"respectively,":[300],"when":[301],"parameters":[304],"fixed.":[306],"addition,":[308],"authors\u2019":[310],"concluded,":[312],"BMFs:":[315],"produced":[320],"averages":[325],"most":[327,357],"BMFs;":[328],"rise":[339],"averages.":[345],"both":[347],"parts,":[348],"MFEs":[350],"Originality/value":[361],"Being":[362],"aware":[363],"advantages":[366],"drawbacks":[368],"DS":[370,448],"enlarges":[371],"knowledge":[372],"about":[373],"class":[375],"differential":[378],"evolution":[379],"belongs.":[380],"Application":[381],"knowledge,":[384],"specific":[386,453],"problems,":[387],"ensures":[388],"possible":[391],"improvements":[392],"not":[394,428],"randomly":[395],"applied.":[396],"Strengths":[397],"weaknesses":[399],"influenced":[400],"characteristics":[403],"being":[407,417],"solved":[408],"(e.g.":[409,419],"linearity,":[410],"dimensionality)":[411],"internal":[415],"approaches":[416],"used":[418],"stop":[420],"criteria,":[421],"parameter":[422],"control":[423],"settings,":[424],"initialization":[425],"procedure)":[426],"studied":[429],"detail.":[431],"In-depth":[432],"conditions":[438],"\u201cmust\u201d":[441],"if":[442],"one":[443],"desires":[444],"efficiently":[446],"apply":[447],"help":[451],"solve":[452],"problems.":[454],"work,":[457],"chosen":[462],"2015":[465]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}