{"id":"https://openalex.org/W3024530273","doi":"https://doi.org/10.1109/access.2020.2993491","title":"Bird Mating Optimizer for Combinatorial Optimization Problems","display_name":"Bird Mating Optimizer for Combinatorial Optimization Problems","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3024530273","doi":"https://doi.org/10.1109/access.2020.2993491","mag":"3024530273"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2993491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2993491","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09090879.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/ielx7/6287639/8948470/09090879.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016883756","display_name":"Anas Arram","orcid":"https://orcid.org/0000-0003-4268-5864"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Anas Arram","raw_affiliation_strings":["Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011296289","display_name":"Masri Ayob","orcid":"https://orcid.org/0000-0002-5157-7921"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Masri Ayob","raw_affiliation_strings":["Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074319022","display_name":"Graham Kendall","orcid":"https://orcid.org/0000-0003-2006-5103"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Graham Kendall","raw_affiliation_strings":["ASAP Research Group, School of Computer Science, University of Nottingham, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"ASAP Research Group, School of Computer Science, University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028805893","display_name":"Alaa Sulaiman","orcid":"https://orcid.org/0000-0003-0149-3479"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Alaa Sulaiman","raw_affiliation_strings":["Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Data Mining and Optimization Research Group (DMO), Centre for Artificial Intelligence (CAIT), Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016883756"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.704,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91156852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"96845","last_page":"96858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mating","display_name":"Mating","score":0.6068181991577148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5990667343139648},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5258381962776184},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.4567001163959503},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4369537830352783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23159658908843994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20593127608299255},{"id":"https://openalex.org/keywords/zoology","display_name":"Zoology","score":0.1640533208847046},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16080236434936523}],"concepts":[{"id":"https://openalex.org/C514575182","wikidata":"https://www.wikidata.org/wiki/Q228395","display_name":"Mating","level":2,"score":0.6068181991577148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990667343139648},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5258381962776184},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.4567001163959503},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4369537830352783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23159658908843994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20593127608299255},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.1640533208847046},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16080236434936523}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2993491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2993491","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09090879.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:e8ac9cbaa1ec4910ac2fceb19d2534ef","is_oa":true,"landing_page_url":"https://doaj.org/article/e8ac9cbaa1ec4910ac2fceb19d2534ef","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 96845-96858 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2993491","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2993491","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09090879.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":[{"id":"https://openalex.org/G7033571232","display_name":null,"funder_award_id":"FRGS/1/2018/ICT02/UKM/01/1","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G7595701782","display_name":null,"funder_award_id":"DIP-2019-013","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"},{"id":"https://openalex.org/G8331140496","display_name":null,"funder_award_id":"FRGS/1/2018/ICT02/UKM/01/1","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"},{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3024530273.pdf","grobid_xml":"https://content.openalex.org/works/W3024530273.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W206482245","https://openalex.org/W788771077","https://openalex.org/W839259402","https://openalex.org/W1272520111","https://openalex.org/W1494882679","https://openalex.org/W1500772990","https://openalex.org/W1507582389","https://openalex.org/W1530490667","https://openalex.org/W1576818901","https://openalex.org/W1717440967","https://openalex.org/W1963880884","https://openalex.org/W1968350460","https://openalex.org/W1968594877","https://openalex.org/W1969338606","https://openalex.org/W1980516134","https://openalex.org/W1981359558","https://openalex.org/W1982600514","https://openalex.org/W1985532792","https://openalex.org/W1997111559","https://openalex.org/W1998016704","https://openalex.org/W1999459553","https://openalex.org/W2001677676","https://openalex.org/W2005119019","https://openalex.org/W2007423183","https://openalex.org/W2015395371","https://openalex.org/W2017332073","https://openalex.org/W2024060531","https://openalex.org/W2028627224","https://openalex.org/W2029384700","https://openalex.org/W2030910540","https://openalex.org/W2039069560","https://openalex.org/W2041840164","https://openalex.org/W2052272326","https://openalex.org/W2056838080","https://openalex.org/W2058294560","https://openalex.org/W2061175950","https://openalex.org/W2072441740","https://openalex.org/W2074506596","https://openalex.org/W2074580034","https://openalex.org/W2081532492","https://openalex.org/W2092448443","https://openalex.org/W2094126713","https://openalex.org/W2096166399","https://openalex.org/W2104670598","https://openalex.org/W2105030247","https://openalex.org/W2109364787","https://openalex.org/W2134201466","https://openalex.org/W2134734077","https://openalex.org/W2138144419","https://openalex.org/W2149523634","https://openalex.org/W2154061444","https://openalex.org/W2163428398","https://openalex.org/W2164855953","https://openalex.org/W2167580124","https://openalex.org/W2168079536","https://openalex.org/W2169209574","https://openalex.org/W2220560277","https://openalex.org/W2241389707","https://openalex.org/W2320276746","https://openalex.org/W2339500526","https://openalex.org/W2343912161","https://openalex.org/W2507789414","https://openalex.org/W2516921826","https://openalex.org/W2537184127","https://openalex.org/W2554195387","https://openalex.org/W2782513934","https://openalex.org/W2805404656","https://openalex.org/W2950680102","https://openalex.org/W2968319997","https://openalex.org/W2981134806","https://openalex.org/W3123455854","https://openalex.org/W4240560524","https://openalex.org/W6628284523","https://openalex.org/W6650155314","https://openalex.org/W6651769812","https://openalex.org/W6682329694","https://openalex.org/W6703727622"],"related_works":["https://openalex.org/W2474680198","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W2597689725","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301"],"abstract_inverted_index":{"The":[0,161],"bird":[1,102,106,112,200,241],"mating":[2,103,107,113,201,242],"optimizer":[3,104,108,202,243],"is":[4,70,83,88,119,166,203,216],"a":[5,19,45,64,133],"new":[6,159],"metaheuristic":[7],"algorithm":[8,25,69],"that":[9,197],"was":[10],"originally":[11],"proposed":[12,239],"to":[13,43,55,72,115,149,157,218],"solve":[14],"continuous":[15,50],"optimization":[16,34,93,125,186,247],"problems":[17],"with":[18,74,180],"very":[20],"promising":[21],"performance.":[22],"However,":[23,81],"the":[24,37,57,68,75,79,110,128,139,151,154,169,181,198,207,220,226,232,235,238],"has":[26],"not":[27,40],"yet":[28],"been":[29],"applied":[30],"for":[31,90],"solving":[32,91,123,245],"combinatorial":[33,92,124,246],"problems.":[35,94,126,248],"Thus,":[36],"formulation":[38],"may":[39],"be":[41],"able":[42,217],"generate":[44,158],"discrete":[46,58,65,76,111,199,240],"feasible":[47],"solution.":[48],"Many":[49],"algorithms":[51,165],"used":[52,71],"random-key":[53,134],"representation":[54],"represent":[56],"solution":[59,77],"using":[60],"real":[61],"numbers":[62],"or":[63],"variant":[66],"of":[67,78,101,153,163,183,225,237],"deal":[73],"problem.":[80],"there":[82],"no":[84],"evidence":[85],"which":[86,117],"methodology":[87],"better":[89],"Therefore,":[95],"this":[96],"work":[97],"proposes":[98],"two":[99,184],"variants":[100],"(random-key":[105],"and":[109,146,173,177,190,234],"optimizer),":[114],"identify":[116],"one":[118],"more":[120,204],"efficient":[121,205],"in":[122,138,223,244],"In":[127],"first":[129],"one,":[130,141],"we":[131,142],"use":[132,143],"encoding":[135],"scheme,":[136],"whilst,":[137],"later":[140],"crossover":[144],"(multi-parent)":[145],"mutation":[147],"operators":[148],"combine":[150],"components":[152],"selected":[155],"parents":[156],"broods.":[160],"performance":[162],"these":[164],"tested":[167,211],"on":[168,209],"travelling":[170],"salesman":[171],"problem":[172],"berth":[174],"allocation":[175],"problem,":[176],"are":[178],"compared":[179],"results":[182,195,222],"well-known":[185],"algorithms:":[187],"Genetic":[188],"Algorithm":[189],"Particle":[191],"Swarm":[192],"Optimization.":[193],"Experimental":[194],"show":[196],"than":[206],"others":[208],"all":[210],"benchmark":[212,228],"instances.":[213,229],"Indeed,":[214],"it":[215],"attain":[219],"best-known":[221],"some":[224],"BAP":[227],"These":[230],"indicate":[231],"applicability":[233],"effectiveness":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}
