{"id":"https://openalex.org/W3213785629","doi":"https://doi.org/10.1007/s10462-021-10099-9","title":"SFSADE: an improved self-adaptive differential evolution algorithm with a shuffled frog-leaping strategy","display_name":"SFSADE: an improved self-adaptive differential evolution algorithm with a shuffled frog-leaping strategy","publication_year":2021,"publication_date":"2021-11-17","ids":{"openalex":"https://openalex.org/W3213785629","doi":"https://doi.org/10.1007/s10462-021-10099-9","mag":"3213785629"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-021-10099-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10099-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10099-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10099-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003242041","display_name":"Qingtao Pan","orcid":"https://orcid.org/0000-0002-5247-9469"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingtao Pan","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103148381","display_name":"Jun Tang","orcid":"https://orcid.org/0000-0001-5524-9565"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Tang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324822","display_name":"Haoran Wang","orcid":"https://orcid.org/0000-0002-2194-9421"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Wang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348617","display_name":"Hao Li","orcid":"https://orcid.org/0000-0002-6294-6761"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329900","display_name":"Xi Chen","orcid":"https://orcid.org/0000-0002-0571-6177"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Chen","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025657211","display_name":"Songyang Lao","orcid":"https://orcid.org/0000-0002-8025-3766"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyang Lao","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003242041"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":2.5346,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91279001,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"55","issue":"5","first_page":"3937","last_page":"3978"},"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":0.9923999905586243,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7223910689353943},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7112017869949341},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.709296464920044},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5758724212646484},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5205805897712708},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.512108564376831},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4842219352722168},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4801154136657715},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4595225751399994},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.44689422845840454},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41394349932670593},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.41345033049583435},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2381575107574463},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.23655566573143005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17332440614700317},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16984069347381592}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7223910689353943},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7112017869949341},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.709296464920044},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5758724212646484},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5205805897712708},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.512108564376831},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4842219352722168},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4801154136657715},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4595225751399994},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.44689422845840454},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41394349932670593},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.41345033049583435},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2381575107574463},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.23655566573143005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17332440614700317},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16984069347381592},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-021-10099-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10099-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10099-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10462-021-10099-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10099-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10099-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4448552986","display_name":null,"funder_award_id":"62073330","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5935645795","display_name":null,"funder_award_id":"2019JJ20021","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320324150","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213785629.pdf","grobid_xml":"https://content.openalex.org/works/W3213785629.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W380580425","https://openalex.org/W1595159159","https://openalex.org/W1923378012","https://openalex.org/W1965266627","https://openalex.org/W1969076164","https://openalex.org/W1974667886","https://openalex.org/W1977026564","https://openalex.org/W1988504698","https://openalex.org/W1997411839","https://openalex.org/W2002252288","https://openalex.org/W2014819777","https://openalex.org/W2028031385","https://openalex.org/W2030295525","https://openalex.org/W2047357592","https://openalex.org/W2065490098","https://openalex.org/W2069650035","https://openalex.org/W2070900588","https://openalex.org/W2072901191","https://openalex.org/W2075494690","https://openalex.org/W2078324766","https://openalex.org/W2096166399","https://openalex.org/W2102213208","https://openalex.org/W2106905228","https://openalex.org/W2117250519","https://openalex.org/W2121138949","https://openalex.org/W2132181343","https://openalex.org/W2134154181","https://openalex.org/W2137340504","https://openalex.org/W2152195021","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W2162738773","https://openalex.org/W2297221593","https://openalex.org/W2297395784","https://openalex.org/W2569502801","https://openalex.org/W2599845895","https://openalex.org/W2621129539","https://openalex.org/W2752463559","https://openalex.org/W2771015627","https://openalex.org/W2791330186","https://openalex.org/W2919006791","https://openalex.org/W2950235217","https://openalex.org/W2970396694","https://openalex.org/W2980086060","https://openalex.org/W2990665266","https://openalex.org/W2998343504","https://openalex.org/W3015222189","https://openalex.org/W3017381157","https://openalex.org/W3086976224","https://openalex.org/W3089856079","https://openalex.org/W3096193467","https://openalex.org/W3124055213","https://openalex.org/W3129955780","https://openalex.org/W3157400662","https://openalex.org/W3159502203"],"related_works":["https://openalex.org/W2242387338","https://openalex.org/W2069663777","https://openalex.org/W2137252459","https://openalex.org/W2947732622","https://openalex.org/W2022165414","https://openalex.org/W1972225548","https://openalex.org/W1815776873","https://openalex.org/W2596693960","https://openalex.org/W2060564073","https://openalex.org/W2997917529"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"differential":[2,66],"evolution":[3,67],"(DE)":[4],"algorithm":[5,11,68,84],"is":[6,40,157],"an":[7,63],"efficient":[8],"random":[9],"search":[10,186],"based":[12],"on":[13,124],"swarm":[14],"intelligence":[15],"for":[16,109],"solving":[17],"optimization":[18,30,189],"problems.":[19],"It":[20,75],"has":[21,192],"the":[22,36,44,50,78,81,89,125,140,145,166,170,173],"advantages":[23],"of":[24,38,46,52,80,98,121,129,142,147,169,175],"easy":[25],"implementation,":[26],"fast":[27],"convergence,":[28],"strong":[29,193],"ability":[31],"and":[32,49,87,101,132,150,163,188],"good":[33],"robustness.":[34],"However,":[35],"performance":[37,141,190],"DE":[39,182],"very":[41,158],"sensitive":[42],"to":[43,137],"design":[45],"different":[47],"operators":[48],"setting":[51],"control":[53,110],"parameters.":[54,111],"To":[55],"solve":[56],"these":[57],"key":[58],"problems,":[59],"this":[60],"paper":[61],"proposes":[62],"improved":[64],"self-adaptive":[65],"with":[69,179],"a":[70,95,104,118],"shuffled":[71,82],"frog-leaping":[72,83],"strategy":[73,97],"(SFSADE).":[74],"innovatively":[76],"incorporates":[77],"idea":[79],"into":[85],"DE,":[86,162],"at":[88],"same":[90],"time,":[91],"it":[92],"cleverly":[93],"introduces":[94],"new":[96,105],"classification":[99],"mutation,":[100],"also":[102,191],"designs":[103],"adaptive":[106],"adjustment":[107],"mechanism":[108],"In":[112],"addition,":[113],"we":[114],"have":[115],"carried":[116],"out":[117],"large":[119],"number":[120],"simulation":[122,148],"experiments":[123,149],"25":[126],"benchmark":[127],"functions":[128],"CEC":[130],"2005":[131],"two":[133],"nonparametric":[134,151],"statistical":[135,152],"tests":[136,153],"comprehensively":[138],"evaluate":[139],"SFSADE.":[143],"Finally,":[144],"results":[146],"show":[154],"that":[155],"SFSADE":[156],"effective":[159],"in":[160,172],"improving":[161],"significantly":[164],"improves":[165],"overall":[167],"diversity":[168],"population":[171],"process":[174],"dynamic":[176],"evolution.":[177],"Compared":[178],"other":[180],"advanced":[181],"variants,":[183],"its":[184],"global":[185],"speed":[187],"competitiveness.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
