{"id":"https://openalex.org/W3047921996","doi":"https://doi.org/10.1109/tsmc.2020.3010052","title":"Competition-Driven Dandelion Algorithms With Historical Information Feedback","display_name":"Competition-Driven Dandelion Algorithms With Historical Information Feedback","publication_year":2020,"publication_date":"2020-08-05","ids":{"openalex":"https://openalex.org/W3047921996","doi":"https://doi.org/10.1109/tsmc.2020.3010052","mag":"3047921996"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2020.3010052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2020.3010052","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","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/A5043944944","display_name":"Shoufei Han","orcid":"https://orcid.org/0000-0003-3583-7735"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shoufei Han","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000861569","display_name":"Kun Zhu","orcid":"https://orcid.org/0000-0001-6784-5583"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["MO","US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Institute of Systems Engineering and Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Institute of Systems Engineering and Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043944944"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":1.7233,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8769558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"52","issue":"2","first_page":"966","last_page":"979"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9900000095367432,"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":0.9866999983787537,"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/dandelion","display_name":"Dandelion","score":0.7326061725616455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810134649276733},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6054409742355347},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5620262622833252},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.494184285402298},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4767794907093048},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.465739369392395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3870810866355896},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3840543031692505},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3649928569793701},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22468265891075134}],"concepts":[{"id":"https://openalex.org/C2778804639","wikidata":"https://www.wikidata.org/wiki/Q30024","display_name":"Dandelion","level":4,"score":0.7326061725616455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810134649276733},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6054409742355347},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5620262622833252},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.494184285402298},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4767794907093048},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.465739369392395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3870810866355896},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3840543031692505},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3649928569793701},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22468265891075134},{"id":"https://openalex.org/C188947578","wikidata":"https://www.wikidata.org/wiki/Q200253","display_name":"Traditional Chinese medicine","level":3,"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2020.3010052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2020.3010052","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1092848178","display_name":null,"funder_award_id":"BK20170805","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G1452765787","display_name":null,"funder_award_id":"NE2018107","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5713782926","display_name":null,"funder_award_id":"61701230","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"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W37708426","https://openalex.org/W1210381405","https://openalex.org/W1545960569","https://openalex.org/W1692958259","https://openalex.org/W1964770235","https://openalex.org/W1968075052","https://openalex.org/W1976539460","https://openalex.org/W1977627943","https://openalex.org/W1993885071","https://openalex.org/W2012393841","https://openalex.org/W2021957875","https://openalex.org/W2056778812","https://openalex.org/W2057035153","https://openalex.org/W2061438946","https://openalex.org/W2082122078","https://openalex.org/W2097128895","https://openalex.org/W2105245738","https://openalex.org/W2107889310","https://openalex.org/W2107941094","https://openalex.org/W2114652055","https://openalex.org/W2131613989","https://openalex.org/W2135951444","https://openalex.org/W2141684176","https://openalex.org/W2147573707","https://openalex.org/W2148379945","https://openalex.org/W2154929945","https://openalex.org/W2303675271","https://openalex.org/W2343937756","https://openalex.org/W2345208410","https://openalex.org/W2361026493","https://openalex.org/W2462150808","https://openalex.org/W2507510427","https://openalex.org/W2558133507","https://openalex.org/W2679717297","https://openalex.org/W2750609856","https://openalex.org/W2771812562","https://openalex.org/W2780124552","https://openalex.org/W2785722638","https://openalex.org/W2794247594","https://openalex.org/W2802720320","https://openalex.org/W2805172798","https://openalex.org/W2895380069","https://openalex.org/W2900180896","https://openalex.org/W2904387011","https://openalex.org/W2916049207","https://openalex.org/W2917884856","https://openalex.org/W2933150416","https://openalex.org/W2957245067","https://openalex.org/W2963103847","https://openalex.org/W2985086102","https://openalex.org/W2986197715","https://openalex.org/W2989184295","https://openalex.org/W3013163434","https://openalex.org/W3034038218","https://openalex.org/W4302577885","https://openalex.org/W6759768743"],"related_works":["https://openalex.org/W303995753","https://openalex.org/W4389010909","https://openalex.org/W2680048409","https://openalex.org/W2301948002","https://openalex.org/W2163252839","https://openalex.org/W2255715438","https://openalex.org/W2384124976","https://openalex.org/W3175997243","https://openalex.org/W4391106924","https://openalex.org/W4230906873"],"abstract_inverted_index":{"A":[0],"Dandelion":[1],"algorithm":[2],"(DA)":[3],"inspired":[4],"by":[5,69,84,104],"the":[6,30,56,63,75,80,133,142,160,164,171,175],"seed":[7],"dispersal":[8],"process":[9,103],"of":[10,32,59],"dandelions":[11],"has":[12],"been":[13],"proposed":[14,134,143,161,176],"as":[15,26,28],"a":[16,36,44,85],"newly":[17],"intelligent":[18],"optimization":[19],"algorithm.":[20,111],"For":[21],"improving":[22],"its":[23,33,100,139,182],"exploration":[24],"ability":[25],"well":[27],"reducing":[29],"probability":[31],"falling":[34],"into":[35],"local":[37],"optimum,":[38],"this":[39],"work":[40,98],"proposes":[41],"to":[42,52,149],"add":[43],"novel":[45],"competition":[46],"mechanism":[47],"with":[48,74,108],"historical":[49,95,106,113,124],"information":[50,107,114,125],"feedback":[51,126],"current":[53,76],"DA.":[54],"Specifically,":[55],"fitness":[57],"value":[58],"each":[60],"dandelion":[61],"in":[62],"next":[64],"generation,":[65],"which":[66],"is":[67,72,82],"calculated":[68],"linear":[70],"prediction,":[71],"compared":[73],"best":[77],"dandelion,":[78],"and":[79,122,138,141,170],"loser":[81],"replaced":[83],"new":[86,91],"offspring.":[87],"Current":[88],"DA":[89,137],"generates":[90],"offsprings":[92],"without":[93],"considering":[94],"information.":[96],"This":[97],"improves":[99],"offspring":[101],"generation":[102],"exploiting":[105],"an":[109],"estimation-of-distribution":[110],"Three":[112],"models":[115],"are":[116,119,145],"designed.":[117],"They":[118],"best,":[120],"worst,":[121],"hybrid":[123],"models.":[127],"The":[128],"experimental":[129],"results":[130,172],"show":[131],"that":[132,174],"algorithms":[135,144,152,162,177],"outperform":[136],"variants,":[140],"superior":[146],"or":[147],"competitive":[148],"nine":[150],"participating":[151],"benchmarked":[153],"on":[154,166],"28":[155],"functions":[156],"from":[157],"CEC2013.":[158],"Finally,":[159],"demonstrate":[163],"effectiveness":[165],"four":[167],"real-world":[168],"problems,":[169],"indicate":[173],"have":[178],"better":[179],"performance":[180],"than":[181],"peers.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
