{"id":"https://openalex.org/W2011255498","doi":"https://doi.org/10.1109/cec.2011.5949857","title":"Ensemble strategies in Compact Differential Evolution","display_name":"Ensemble strategies in Compact Differential Evolution","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2011255498","doi":"https://doi.org/10.1109/cec.2011.5949857","mag":"2011255498"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5043565079","display_name":"Rammohan Mallipeddi","orcid":"https://orcid.org/0000-0001-9071-1145"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Rammohan Mallipeddi","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological university, Singapore","School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore\u2009639798"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological university, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore\u2009639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007121933","display_name":"Giovanni Iacca","orcid":"https://orcid.org/0000-0001-9723-1830"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Giovanni Iacca","raw_affiliation_strings":["Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025626208","display_name":"Ponnuthurai Nagaratnam Suganthan","orcid":"https://orcid.org/0000-0003-0901-5105"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ponnuthurai Nagaratnam Suganthan","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore\u2009639798"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore\u2009639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063214931","display_name":"Ferrante Neri","orcid":"https://orcid.org/0000-0002-6100-6532"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ferrante Neri","raw_affiliation_strings":["Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091374642","display_name":"Ernesto Mininno","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ernesto Mininno","raw_affiliation_strings":["Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, Agora University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, P.O. Box 35 (Agora), University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043565079"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":1.7103,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.86167062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"1972","last_page":"1977"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983999729156494,"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":0.9980000257492065,"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":0.735573410987854},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7102096080780029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7037608623504639},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6744168400764465},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6236177682876587},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5095182061195374},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4985349178314209},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4745943248271942},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4595571458339691},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4585935175418854},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.43945980072021484},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.43147939443588257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2707405984401703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1752929389476776}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.735573410987854},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7102096080780029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037608623504639},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6744168400764465},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6236177682876587},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5095182061195374},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4985349178314209},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4745943248271942},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4595571458339691},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4585935175418854},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.43945980072021484},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.43147939443588257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2707405984401703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1752929389476776},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2011.5949857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/196420","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/196420","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W1595159159","https://openalex.org/W2009645864","https://openalex.org/W2028031385","https://openalex.org/W2057752717","https://openalex.org/W2106307115","https://openalex.org/W2119001727","https://openalex.org/W2125332715","https://openalex.org/W2127130980","https://openalex.org/W2132181343","https://openalex.org/W2137340504","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W3215991109","https://openalex.org/W6601165821","https://openalex.org/W6657456889","https://openalex.org/W6804746983"],"related_works":["https://openalex.org/W1988293173","https://openalex.org/W2895647686","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W3177681191","https://openalex.org/W1985939653","https://openalex.org/W2039847237","https://openalex.org/W2021957875","https://openalex.org/W2015132550"],"abstract_inverted_index":{"Differential":[0,80],"Evolution":[1,81],"is":[2,20,83,143],"a":[3],"population":[4],"based":[5,187],"stochastic":[6],"algorithm":[7,88,142],"with":[8,72,181],"less":[9],"number":[10],"of":[11,18,61,74,86,132,149,153,162],"parameters":[12],"to":[13,22,94,136,170,178,183],"tune.":[14],"However,":[15],"the":[16,23,47,59,75,130,146,166],"performance":[17],"DE":[19,36,65,87,186],"sensitive":[21],"mutation":[24],"and":[25,28,41,69,173],"crossover":[26],"strategies":[27,63,164],"their":[29],"associated":[30],"parameters.":[31],"To":[32,45],"obtain":[33],"optimal":[34],"performance,":[35],"requires":[37],"time":[38],"consuming":[39],"trial":[40],"error":[42],"parameter":[43,50],"tuning.":[44],"overcome":[46],"computationally":[48],"expensive":[49],"tuning":[51],"different":[52],"adaptive/self-adaptive":[53],"techniques":[54],"have":[55,122],"been":[56,67],"proposed.":[57],"Recently":[58],"idea":[60,131],"ensemble":[62,133,163],"in":[64],"has":[66],"proposed":[68,141],"favorably":[70],"compared":[71],"some":[73,176],"state-of-the-art":[76],"self-adaptive":[77],"techniques.":[78],"Compact":[79],"(cDE)":[82],"modified":[84],"version":[85,148],"which":[89,121],"can":[90,107],"be":[91,108,171],"effectively":[92],"used":[93],"solve":[95],"real":[96],"world":[97],"problems":[98,152],"where":[99],"sufficient":[100],"computational":[101],"resources":[102],"are":[103],"not":[104],"available.":[105],"cDE":[106,135,167],"implemented":[109],"on":[110,145,155],"devices":[111],"such":[112],"as":[113],"micro":[114],"controllers":[115],"or":[116],"Graphics":[117],"Processing":[118],"Units":[119],"(GPUs)":[120],"limited":[123],"memory.":[124],"In":[125],"this":[126],"paper":[127],"we":[128],"introduced":[129],"into":[134],"improve":[137],"its":[138],"performance.":[139],"The":[140,160],"tested":[144],"30D":[147],"14":[150],"benchmark":[151],"Conference":[154],"Evolutionary":[156],"Computation":[157],"(CEC)":[158],"2005.":[159],"employment":[161],"for":[165,175],"algorithms":[168],"appears":[169],"beneficial":[172],"leads,":[174],"problems,":[177],"competitive":[179],"results":[180],"respect":[182],"the-state-of":[184],"the-art":[185],"algorithms.":[188]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
