{"id":"https://openalex.org/W2972519870","doi":"https://doi.org/10.1109/access.2019.2940104","title":"A Novel Candidate Solution Generation Strategy for Fruit Fly Optimizer","display_name":"A Novel Candidate Solution Generation Strategy for Fruit Fly Optimizer","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972519870","doi":"https://doi.org/10.1109/access.2019.2940104","mag":"2972519870"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2940104","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940104","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08827461.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,"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"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08827461.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005628975","display_name":"Haz\u0131m \u0130\u015fcan","orcid":"https://orcid.org/0000-0002-3698-3745"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]},{"id":"https://openalex.org/I4210117254","display_name":"Konya Technical University","ror":"https://ror.org/02s82rs08","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210117254"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Hazim Iscan","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Konya Technical University, 42075 Konya, Turkey","Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-3698-3745","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Konya Technical University, 42075 Konya, Turkey","institution_ids":["https://openalex.org/I4210117254"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038894120","display_name":"Mustafa Servet K\u0131ran","orcid":"https://orcid.org/0000-0002-5896-7180"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Servet Kiran","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028777314","display_name":"Mesut G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0003-4864-1926"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mesut Gunduz","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Selcuk University, 42075 Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005628975"],"corresponding_institution_ids":["https://openalex.org/I137996928","https://openalex.org/I4210117254"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0163,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8300626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"130903","last_page":"130921"},"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":0.9882000088691711,"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":0.9430999755859375,"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/firefly-algorithm","display_name":"Firefly algorithm","score":0.7408323884010315},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6964827179908752},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6319652199745178},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6296418309211731},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5836775898933411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5706056356430054},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5494590401649475},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5440934300422668},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5122843980789185},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.500697135925293},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.47835177183151245},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4381575584411621},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3922547698020935},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.3502950668334961},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2645260691642761}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.7408323884010315},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6964827179908752},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6319652199745178},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6296418309211731},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5836775898933411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5706056356430054},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5494590401649475},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5440934300422668},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5122843980789185},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.500697135925293},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.47835177183151245},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4381575584411621},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3922547698020935},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.3502950668334961},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2645260691642761},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2940104","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940104","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08827461.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,"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:23b3151fd0f7487f8284cdd4cb8b4b61","is_oa":true,"landing_page_url":"https://doaj.org/article/23b3151fd0f7487f8284cdd4cb8b4b61","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,"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 130903-130921 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2940104","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2940104","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08827461.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,"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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318875","display_name":"Konya Teknik \u00dcniversitesi","ror":"https://ror.org/02s82rs08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972519870.pdf","grobid_xml":"https://content.openalex.org/works/W2972519870.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W237869302","https://openalex.org/W919304072","https://openalex.org/W1516622150","https://openalex.org/W1523741643","https://openalex.org/W1598754698","https://openalex.org/W1698059316","https://openalex.org/W1970827582","https://openalex.org/W1971933037","https://openalex.org/W1974895230","https://openalex.org/W1976744965","https://openalex.org/W1980067289","https://openalex.org/W1982052938","https://openalex.org/W1996135290","https://openalex.org/W1997080377","https://openalex.org/W2013063660","https://openalex.org/W2013249762","https://openalex.org/W2013991827","https://openalex.org/W2053425568","https://openalex.org/W2054575656","https://openalex.org/W2059372499","https://openalex.org/W2072507323","https://openalex.org/W2075519825","https://openalex.org/W2086118836","https://openalex.org/W2087594545","https://openalex.org/W2093195672","https://openalex.org/W2107941094","https://openalex.org/W2144644076","https://openalex.org/W2152195021","https://openalex.org/W2233397205","https://openalex.org/W2235639093","https://openalex.org/W2287814884","https://openalex.org/W2317123573","https://openalex.org/W2319154909","https://openalex.org/W2327691617","https://openalex.org/W2329746910","https://openalex.org/W2346700178","https://openalex.org/W2407251370","https://openalex.org/W2460681092","https://openalex.org/W2463743813","https://openalex.org/W2472508888","https://openalex.org/W2507874698","https://openalex.org/W2516282433","https://openalex.org/W2530800537","https://openalex.org/W2532427336","https://openalex.org/W2538857018","https://openalex.org/W2552129701","https://openalex.org/W2590914809","https://openalex.org/W2606601052","https://openalex.org/W2624076369","https://openalex.org/W2731330535","https://openalex.org/W2738948676","https://openalex.org/W2768230558","https://openalex.org/W2773244316","https://openalex.org/W2785239432","https://openalex.org/W2789250272","https://openalex.org/W2802465900","https://openalex.org/W2936796302","https://openalex.org/W6631478494","https://openalex.org/W6637189487","https://openalex.org/W6696126189"],"related_works":["https://openalex.org/W2234623360","https://openalex.org/W2792775317","https://openalex.org/W2570351209","https://openalex.org/W2991413231","https://openalex.org/W2904647070","https://openalex.org/W2550489437","https://openalex.org/W2954145607","https://openalex.org/W2963235620","https://openalex.org/W2974480172","https://openalex.org/W2060040920"],"abstract_inverted_index":{"Fruit":[0],"fly":[1],"optimization":[2,16,83,214,246],"algorithm":[3,197,202,208,215],"(FOA)":[4],"is":[5,25,177,186],"one":[6,187],"of":[7,42,78,81,97,145,165,181,188,192,227],"the":[8,19,22,31,38,51,61,65,68,71,75,82,110,115,119,122,128,143,146,159,172,189,224,232,244],"swarm":[9,194],"intelligence":[10],"algorithms":[11],"proposed":[12,123,148,225],"for":[13,102,204,243],"solving":[14,37,132],"continuous":[15,133,245],"problems.":[17,247],"In":[18,85,139],"basic":[20,72,173,182,233],"FOA,":[21,98,174,183],"best":[23,62,111],"solution":[24,63,79],"always":[26],"taken":[27],"into":[28,47,106],"consideration":[29],"by":[30,135],"other":[32,59],"artificial":[33],"fruit":[34],"flies":[35],"when":[36],"problem.":[39,84],"This":[40],"behavior":[41],"FOA":[43,73,149,228,234],"causes":[44],"getting":[45],"trap":[46],"local":[48],"minima":[49],"because":[50],"whole":[52],"population":[53,66],"become":[54],"very":[55],"similar":[56],"to":[57,87,126,141],"each":[58],"and":[60,100,211,220,235,237,240],"in":[64,131,158],"during":[67,118],"search.":[69,120],"Moreover,":[70],"searches":[74],"positive":[76],"side":[77],"space":[80],"order":[86,140],"overcome":[88],"these":[89,137],"issues,":[90],"this":[91],"study":[92],"presents":[93],"two":[94],"novel":[95,147],"versions":[96,167,191,226],"pFOA_v1":[99],"pFOA_v2":[101],"short,":[103,205],"that":[104,223],"take":[105],"account":[107],"not":[108],"only":[109],"solutions":[112,117],"but":[113],"also":[114],"worst":[116],"Therefore,":[121],"approaches":[124],"aim":[125],"improve":[127],"FOA\u2019s":[129],"performance":[130,144],"optimizations":[134],"removing":[136],"disadvantages.":[138],"investigate":[142],"versions,":[150],"21":[151],"well-known":[152],"numeric":[153],"benchmark":[154],"functions":[155],"are":[156,229],"considered":[157],"experiments.":[160],"The":[161,217],"obtained":[162],"experimental":[163,218],"results":[164,219,242],"pFOA":[166],"have":[168],"been":[169],"compared":[170],"with":[171],"SFOA":[175],"which":[176,185],"an":[178],"improved":[179],"version":[180],"SPSO2011":[184],"latest":[190],"particle":[193],"optimization,":[195],"firefly":[196],"called":[198],"FA,":[199],"tree":[200],"seed":[201],"TSA":[203],"cuckoo":[206],"search":[207],"briefly":[209],"CS,":[210],"a":[212],"new":[213],"JAYA.":[216],"comparisons":[221],"show":[222],"better":[230],"than":[231],"SFOA,":[236],"produce":[238],"comparable":[239],"competitive":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}