{"id":"https://openalex.org/W2955324133","doi":"https://doi.org/10.1007/s00500-019-04154-5","title":"Adaptive multi-population inflationary differential evolution","display_name":"Adaptive multi-population inflationary differential evolution","publication_year":2019,"publication_date":"2019-07-15","ids":{"openalex":"https://openalex.org/W2955324133","doi":"https://doi.org/10.1007/s00500-019-04154-5","mag":"2955324133"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-019-04154-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-019-04154-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-019-04154-5.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/s00500-019-04154-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012884329","display_name":"Marilena Di Carlo","orcid":"https://orcid.org/0000-0001-5046-3028"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marilena Di Carlo","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK"],"raw_orcid":"https://orcid.org/0000-0001-5046-3028","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036136239","display_name":"Massimiliano Vasile","orcid":"https://orcid.org/0000-0001-8302-6465"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimiliano Vasile","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015624888","display_name":"Edmondo Minisci","orcid":"https://orcid.org/0000-0001-9951-8528"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edmondo Minisci","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, James Weir Building, 75 Montrose Street, Glasgow, G1 1XJ, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5012884329"],"corresponding_institution_ids":[],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":3.6455,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94162445,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"5","first_page":"3861","last_page":"3891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9957000017166138,"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":0.9833999872207642,"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/differential-evolution","display_name":"Differential evolution","score":0.6637598276138306},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.657042384147644},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6171104907989502},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5376405119895935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49630242586135864},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.4918055832386017},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.46835556626319885},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4625052809715271},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4605082869529724},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.42982012033462524},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40417417883872986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34662899374961853}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6637598276138306},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.657042384147644},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6171104907989502},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5376405119895935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49630242586135864},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.4918055832386017},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.46835556626319885},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4625052809715271},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4605082869529724},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.42982012033462524},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40417417883872986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34662899374961853},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-019-04154-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-019-04154-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-019-04154-5.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:68572","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/948883.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1007/s00500-019-04154-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-019-04154-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-019-04154-5.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310234","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955324133.pdf","grobid_xml":"https://content.openalex.org/works/W2955324133.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W1243572095","https://openalex.org/W1482429039","https://openalex.org/W1491554143","https://openalex.org/W1503296932","https://openalex.org/W1546627672","https://openalex.org/W1561847687","https://openalex.org/W1565351940","https://openalex.org/W1576888158","https://openalex.org/W1576913047","https://openalex.org/W1585894761","https://openalex.org/W1879678483","https://openalex.org/W1980877010","https://openalex.org/W1986602910","https://openalex.org/W2001975861","https://openalex.org/W2005166868","https://openalex.org/W2006646803","https://openalex.org/W2010879721","https://openalex.org/W2020903001","https://openalex.org/W2021061902","https://openalex.org/W2025603547","https://openalex.org/W2028555431","https://openalex.org/W2032168611","https://openalex.org/W2038453398","https://openalex.org/W2042253843","https://openalex.org/W2046572658","https://openalex.org/W2051187012","https://openalex.org/W2054059514","https://openalex.org/W2061417918","https://openalex.org/W2066917711","https://openalex.org/W2075986923","https://openalex.org/W2091371700","https://openalex.org/W2097360211","https://openalex.org/W2097481624","https://openalex.org/W2099087967","https://openalex.org/W2113076747","https://openalex.org/W2113508859","https://openalex.org/W2116635196","https://openalex.org/W2122107228","https://openalex.org/W2126714068","https://openalex.org/W2129724855","https://openalex.org/W2132181343","https://openalex.org/W2139782776","https://openalex.org/W2144742062","https://openalex.org/W2146468695","https://openalex.org/W2147393787","https://openalex.org/W2147862968","https://openalex.org/W2151340910","https://openalex.org/W2154748855","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W2166834932","https://openalex.org/W2167239601","https://openalex.org/W2170398936","https://openalex.org/W2597516569","https://openalex.org/W3015222189","https://openalex.org/W3098955026","https://openalex.org/W3105621768","https://openalex.org/W4243924057","https://openalex.org/W4285719527","https://openalex.org/W4300851297"],"related_works":["https://openalex.org/W2123829500","https://openalex.org/W2305572622","https://openalex.org/W4283765137","https://openalex.org/W4317496694","https://openalex.org/W3174749984","https://openalex.org/W2887485518","https://openalex.org/W1655912143","https://openalex.org/W2560221187","https://openalex.org/W2079483465","https://openalex.org/W2766913433"],"abstract_inverted_index":{"This":[0],"paper":[1,149,191],"proposes":[2],"a":[3,75,102],"multi-population":[4,216],"adaptive":[5,38,197],"version":[6,39,212],"of":[7,24,31,58,66,69,84,120,159,180,221,228],"inflationary":[8],"differential":[9,13,19],"evolution":[10,14,20],"algorithm.":[11,166],"Inflationary":[12],"algorithm":[15,73,94,106],"(IDEA)":[16],"combines":[17],"basic":[18],"(DE)":[21],"with":[22,55,168],"some":[23],"the":[25,37,44,56,59,64,85,93,118,121,138,148,160,165,173,190,194,215,219,222,226],"restart":[26,61,223],"and":[27,49,63,131,134,155,185,204,207,225],"local":[28,60,67,87,103],"search":[29],"mechanisms":[30],"Monotonic":[32],"Basin":[33],"Hopping":[34],"(MBH).":[35],"In":[36],"presented":[40,177],"in":[41,141,172,178],"this":[42,210],"paper,":[43],"DE":[45],"parameters":[46],"\\({":[47],"CR}\\)":[48],"F":[50,205],"are":[51,176,230],"automatically":[52],"adapted":[53],"together":[54],"size":[57],"bubble":[62,224],"number":[65,227],"restarts":[68,229],"MBH.":[70],"The":[71,89,105],"proposed":[72],"implements":[74],"simple":[76],"but":[77],"effective":[78],"mechanism":[79,91],"to":[80,95,98],"avoid":[81],"multiple":[82],"detections":[83],"same":[86],"minima.":[88],"novel":[90],"allows":[92],"decide":[96],"whether":[97],"start":[99],"or":[100],"not":[101],"search.":[104],"has":[107],"been":[108],"extensively":[109],"tested":[110],"over":[111],"more":[112],"than":[113],"fifty":[114],"test":[115,146],"functions":[116],"from":[117],"competitions":[119,175],"Congress":[122],"on":[123],"Evolutionary":[124],"Computation":[125],"(CEC),":[126],"CEC":[127,129,132,174],"2005,":[128],"2011":[130],"2014,":[133],"compared":[135],"against":[136],"all":[137],"algorithms":[139,170],"participating":[140,171],"those":[142],"competitions.":[143],"For":[144,188],"each":[145],"function,":[147],"reports":[150],"best,":[151],"worst,":[152],"median,":[153],"mean":[154],"standard":[156],"deviation":[157],"values":[158],"best":[161],"minimum":[162],"found":[163],"by":[164],"Comparisons":[167],"other":[169],"terms":[179],"relative":[181],"ranking,":[182],"Wilcoxon":[183],"tests":[184],"success":[186],"rates.":[187],"completeness,":[189],"presents":[192],"also":[193],"single":[195],"population":[196],"IDEA,":[198],"that":[199,209],"can":[200,213],"adapt":[201],"only":[202],"\\(\\textit{CR}\\)":[203],",":[206],"shows":[208],"simpler":[211],"outperform":[214],"one":[217],"if":[218],"radius":[220],"properly":[231],"chosen.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
