{"id":"https://openalex.org/W4294811543","doi":"https://doi.org/10.1109/cec55065.2022.9870398","title":"Adaptive Multi-subpopulation based Differential Evolution for Global Optimization","display_name":"Adaptive Multi-subpopulation based Differential Evolution for Global Optimization","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4294811543","doi":"https://doi.org/10.1109/cec55065.2022.9870398"},"language":"en","primary_location":{"id":"doi:10.1109/cec55065.2022.9870398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870398","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on 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/A5101415721","display_name":"Qingping Liu","orcid":"https://orcid.org/0000-0002-8347-3123"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingping Liu","raw_affiliation_strings":["Hangzhou Normal University,Department of Computer Science,Hangzhou,China","Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Normal University,Department of Computer Science,Hangzhou,China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052280445","display_name":"Tingting Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Pang","raw_affiliation_strings":["Hangzhou Normal University,Department of Computer Science,Hangzhou,China","Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Normal University,Department of Computer Science,Hangzhou,China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021091013","display_name":"Kaige Chen","orcid":"https://orcid.org/0009-0002-0056-8918"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaige Chen","raw_affiliation_strings":["Hangzhou Normal University,Department of Computer Science,Hangzhou,China","Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Normal University,Department of Computer Science,Hangzhou,China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083554949","display_name":"Zuling Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuling Wang","raw_affiliation_strings":["Hangzhou Normal University,Department of Computer Science,Hangzhou,China","Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Normal University,Department of Computer Science,Hangzhou,China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019915591","display_name":"Weiguo Sheng","orcid":"https://orcid.org/0000-0001-9680-5126"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Sheng","raw_affiliation_strings":["Hangzhou Normal University,Department of Computer Science,Hangzhou,China","Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Normal University,Department of Computer Science,Hangzhou,China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101415721"],"corresponding_institution_ids":["https://openalex.org/I163151501"],"apc_list":null,"apc_paid":null,"fwci":0.4155,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57756949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"7"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7797442078590393},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7684404253959656},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.6289399266242981},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6087464690208435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6002814769744873},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.6002565622329712},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5972973108291626},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.594434916973114},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.584287166595459},{"id":"https://openalex.org/keywords/division","display_name":"Division (mathematics)","score":0.549419641494751},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47470608353614807},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4637153148651123},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4411331117153168},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32374703884124756},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.280964195728302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26626676321029663},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.056658267974853516}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7797442078590393},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7684404253959656},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.6289399266242981},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6087464690208435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6002814769744873},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.6002565622329712},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5972973108291626},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.594434916973114},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.584287166595459},{"id":"https://openalex.org/C60798267","wikidata":"https://www.wikidata.org/wiki/Q1226939","display_name":"Division (mathematics)","level":2,"score":0.549419641494751},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47470608353614807},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4637153148651123},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4411331117153168},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32374703884124756},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.280964195728302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26626676321029663},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.056658267974853516},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec55065.2022.9870398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870398","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6914391491","display_name":null,"funder_award_id":"61873082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1659842140","https://openalex.org/W1708394971","https://openalex.org/W1879678483","https://openalex.org/W1945057821","https://openalex.org/W1974845977","https://openalex.org/W2020009149","https://openalex.org/W2028031385","https://openalex.org/W2042253843","https://openalex.org/W2044761660","https://openalex.org/W2117250519","https://openalex.org/W2120927062","https://openalex.org/W2129724855","https://openalex.org/W2134154181","https://openalex.org/W2144051602","https://openalex.org/W2146879413","https://openalex.org/W2152450716","https://openalex.org/W2155529731","https://openalex.org/W2162145193","https://openalex.org/W2163845190","https://openalex.org/W2732171826","https://openalex.org/W2770740431","https://openalex.org/W2895380069","https://openalex.org/W2901701441","https://openalex.org/W2910382407","https://openalex.org/W3015222189","https://openalex.org/W3190727174","https://openalex.org/W3215991109","https://openalex.org/W6661179817","https://openalex.org/W6804746983"],"related_works":["https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W2902454235","https://openalex.org/W2021957875","https://openalex.org/W2015132550","https://openalex.org/W2163202954","https://openalex.org/W2770121110","https://openalex.org/W2017609523","https://openalex.org/W2080207695"],"abstract_inverted_index":{"Properly":[0],"configuring":[1],"mutation":[2,71],"strategies":[3],"and":[4,27,82,109],"their":[5],"associated":[6],"parameters":[7],"in":[8],"DE":[9],"is":[10,39,80],"inherently":[11],"a":[12,48,69,94],"difficult":[13],"issue.":[14],"In":[15,32],"this":[16],"paper,":[17],"an":[18,75],"adaptive":[19],"multi-subpopulation":[20],"based":[21],"differential":[22],"evolution":[23],"has":[24,102],"been":[25,103],"proposed":[26,34,100],"employed":[28],"for":[29,87],"global":[30],"optimization.":[31],"the":[33,36,57,64,90],"method,":[35],"entire":[37],"population":[38,50,58],"firstly":[40],"adaptively":[41],"divided":[42],"at":[43],"each":[44,85],"generation":[45],"according":[46,62],"to":[47,55,63,84,124],"devised":[49],"division":[51],"strategy,":[52],"which":[53],"try":[54],"partition":[56],"into":[59],"multiple":[60],"subpopulations":[61],"potential":[65],"of":[66,92,99],"individuals.":[67],"Then,":[68],"suitable":[70],"strategy":[72],"along":[73],"with":[74,89,111],"appropriate":[76],"parameter":[77],"control":[78],"scheme":[79],"introduced":[81],"assigned":[83],"subpopulation":[86],"evolution,":[88],"purpose":[91],"delivering":[93],"balanced":[95],"evolution.":[96],"The":[97,114],"performance":[98],"algorithm":[101],"evaluated":[104],"on":[105],"CEC'2015":[106],"benchmark":[107],"functions":[108],"compared":[110],"related":[112,122],"methods.":[113],"results":[115],"show":[116],"that":[117],"our":[118],"method":[119],"can":[120],"outperform":[121],"methods":[123],"be":[125],"compared.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
