{"id":"https://openalex.org/W2967488661","doi":"https://doi.org/10.1109/access.2019.2934733","title":"Enhanced Metaheuristic Optimization: Wind-Driven Flower Pollination Algorithm","display_name":"Enhanced Metaheuristic Optimization: Wind-Driven Flower Pollination Algorithm","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967488661","doi":"https://doi.org/10.1109/access.2019.2934733","mag":"2967488661"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2934733","doi":"https://doi.org/10.1109/access.2019.2934733","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934733","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794821.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794821.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067772384","display_name":"Mengyi Lei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I167274908","display_name":"Guangxi Minzu University","ror":"https://ror.org/0495efn48","country_code":"CN","type":"education","lineage":["https://openalex.org/I167274908"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyi Lei","raw_affiliation_strings":["College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China","institution_ids":["https://openalex.org/I167274908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031740523","display_name":"Yongquan Zhou","orcid":"https://orcid.org/0000-0003-4404-952X","observed_orcids":["https://orcid.org/0000-0003-4404-952X"]},"institutions":[{"id":"https://openalex.org/I167274908","display_name":"Guangxi Minzu University","ror":"https://ror.org/0495efn48","country_code":"CN","type":"education","lineage":["https://openalex.org/I167274908"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongquan Zhou","raw_affiliation_strings":["College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China"],"raw_orcid":"https://orcid.org/0000-0003-4404-952X","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China","institution_ids":["https://openalex.org/I167274908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038735863","display_name":"Qifang Luo","orcid":"https://orcid.org/0000-0002-9669-6270","observed_orcids":["https://orcid.org/0000-0002-9669-6270"]},"institutions":[{"id":"https://openalex.org/I167274908","display_name":"Guangxi Minzu University","ror":"https://ror.org/0495efn48","country_code":"CN","type":"education","lineage":["https://openalex.org/I167274908"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifang Luo","raw_affiliation_strings":["College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China","institution_ids":["https://openalex.org/I167274908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I167274908"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":1.6098,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.86038068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"111439","last_page":"111465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.0,"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/flower-pollination-algorithm","display_name":"flower pollination algorithm","score":0.9980000257492065},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.996999979019165},{"id":"https://openalex.org/keywords/local-optima-avoidance","display_name":"local optima avoidance","score":0.7739999890327454},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.878000020980835},{"id":"https://openalex.org/keywords/high-dimensional-optimization","display_name":"high-dimensional optimization","score":0.9700000286102295},{"id":"https://openalex.org/keywords/welded-beam-design","display_name":"welded beam design","score":0.8650000095367432},{"id":"https://openalex.org/keywords/spring-design","display_name":"spring design","score":0.6859999895095825},{"id":"https://openalex.org/keywords/engineering-design-optimization","display_name":"engineering design optimization","score":0.7960000038146973}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7564318776130676},{"id":"https://openalex.org/C168197293","wikidata":"https://www.wikidata.org/wiki/Q134624","display_name":"Pollination","level":3,"score":0.6445939540863037},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6428315043449402},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6087221503257751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5764663219451904},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5529794096946716},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5354338884353638},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23520290851593018},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2780618852","wikidata":"https://www.wikidata.org/wiki/Q79932","display_name":"Pollen","level":2,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2934733","doi":"https://doi.org/10.1109/access.2019.2934733","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934733","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794821.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4009bce3ea4749e48ef3b07a97a609a5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/4009bce3ea4749e48ef3b07a97a609a5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 111439-111465 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2934733","doi":"https://doi.org/10.1109/access.2019.2934733","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934733","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794821.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8373565213","display_name":"\u590d\u6742\u81ea\u9002\u5e94\u7cfb\u7edf\u6f14\u5316\u7684\u591a\u76ee\u6807\u5d4c\u5957\u8424\u706b\u866b\u7fa4\u7b97\u6cd5\u53ca\u6c34\u8d44\u6e90\u4f18\u5316\u914d\u7f6e\u5e94\u7528\u7814\u7a76","funder_award_id":"61563008","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2967488661.pdf","grobid_xml":"https://content.openalex.org/works/W2967488661.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1487678510","https://openalex.org/W1519405745","https://openalex.org/W1576964358","https://openalex.org/W1606402766","https://openalex.org/W1972279253","https://openalex.org/W1975009952","https://openalex.org/W1976744965","https://openalex.org/W1990771923","https://openalex.org/W2001647817","https://openalex.org/W2002713790","https://openalex.org/W2003273172","https://openalex.org/W2007351764","https://openalex.org/W2017426530","https://openalex.org/W2027393638","https://openalex.org/W2029846254","https://openalex.org/W2034988449","https://openalex.org/W2037960630","https://openalex.org/W2041610206","https://openalex.org/W2045077776","https://openalex.org/W2076858147","https://openalex.org/W2077815702","https://openalex.org/W2102343719","https://openalex.org/W2108179244","https://openalex.org/W2116415487","https://openalex.org/W2121780193","https://openalex.org/W2131882713","https://openalex.org/W2136632629","https://openalex.org/W2140796089","https://openalex.org/W2146439308","https://openalex.org/W2149815769","https://openalex.org/W2152195021","https://openalex.org/W2156023754","https://openalex.org/W2160521491","https://openalex.org/W2161323541","https://openalex.org/W2174160414","https://openalex.org/W2216739272","https://openalex.org/W2235436591","https://openalex.org/W2264842953","https://openalex.org/W2275956183","https://openalex.org/W2278354798","https://openalex.org/W2288577720","https://openalex.org/W2293175682","https://openalex.org/W2293287377","https://openalex.org/W2309674982","https://openalex.org/W2324411161","https://openalex.org/W2336245525","https://openalex.org/W2364240738","https://openalex.org/W2399103543","https://openalex.org/W2470237399","https://openalex.org/W2484546859","https://openalex.org/W2498126316","https://openalex.org/W2543580944","https://openalex.org/W2551264477","https://openalex.org/W2560584048","https://openalex.org/W2561363267","https://openalex.org/W2563139571","https://openalex.org/W2566101339","https://openalex.org/W2577587603","https://openalex.org/W2582522682","https://openalex.org/W2591853763","https://openalex.org/W2605500455","https://openalex.org/W2761129430","https://openalex.org/W2807942361","https://openalex.org/W2901585351","https://openalex.org/W2903856035","https://openalex.org/W2907059286","https://openalex.org/W2907543402","https://openalex.org/W3035869246","https://openalex.org/W3100933494","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W2971607780","https://openalex.org/W4309772916","https://openalex.org/W2971340663","https://openalex.org/W1606402766","https://openalex.org/W7221762189","https://openalex.org/W3100933494","https://openalex.org/W4206225728","https://openalex.org/W2793758168","https://openalex.org/W3128431202","https://openalex.org/W2761176206"],"abstract_inverted_index":{"The":[0,19,104,123],"flower":[1,41,71,115],"pollination":[2,13,42,72,116],"algorithm":[3,27,43,57,73],"is":[4,92],"a":[5,153,157],"new":[6],"metaheuristic":[7,69,96,135],"optimization":[8,97,102,121],"technique":[9],"that":[10,107],"simulates":[11],"the":[12,26,32,39,49,56,89,113,140],"behavior":[14],"of":[15,25,36,51,128,139],"flowers":[16],"in":[17,119,137],"nature.":[18],"global":[20],"and":[21,34,54,83,88,99,126,156],"local":[22,62],"search":[23],"processes":[24],"are":[28,76],"performed":[29],"by":[30],"simulating":[31],"self-pollination":[33],"cross-pollination":[35],"flowers.":[37],"However,":[38],"conventional":[40,114],"has":[44],"several":[45,100],"limitations.":[46],"To":[47],"overcome":[48],"problem":[50],"slow":[52],"convergence":[53,124],"prevent":[55],"from":[58],"becoming":[59],"stuck":[60],"around":[61],"optimum,":[63],"this":[64],"paper":[65],"describes":[66],"an":[67],"enhanced":[68],"wind-driven":[70],"(WDFPA).":[74],"Experiments":[75],"conducted":[77],"using":[78],"29":[79],"benchmark":[80],"test":[81,141],"functions":[82],"two":[84],"engineering":[85,149],"design":[86,150],"problems,":[87],"proposed":[90],"WDFPA":[91,108,129,144],"compared":[93],"against":[94],"other":[95,134],"algorithms":[98,136],"classical":[101],"approaches.":[103],"results":[105,147],"show":[106],"achieves":[109],"better":[110],"performance":[111],"than":[112],"algorithm,":[117],"especially":[118],"high-dimensional":[120],"problems.":[122],"speed":[125],"accuracy":[127],"exhibit":[130],"significant":[131],"improvements":[132],"over":[133],"many":[138],"cases.":[142],"Additionally,":[143],"produces":[145],"optimal":[146],"for":[148],"problems":[151],"involving":[152],"welded":[154],"beam":[155],"spring":[158],"structure.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-08-22T00:00:00"}
