{"id":"https://openalex.org/W3168163510","doi":"https://doi.org/10.1109/access.2021.3084215","title":"Multi-Objective Takeoff Time Optimization Using Cellular Automaton-Based Simulator","display_name":"Multi-Objective Takeoff Time Optimization Using Cellular Automaton-Based Simulator","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3168163510","doi":"https://doi.org/10.1109/access.2021.3084215","mag":"3168163510"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3084215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3084215","pdf_url":null,"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://doi.org/10.1109/access.2021.3084215","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006325506","display_name":"Katsuhiro Sekine","orcid":"https://orcid.org/0000-0001-6964-6318"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Katsuhiro Sekine","raw_affiliation_strings":["Tokyo University of Science, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6964-6318","affiliations":[{"raw_affiliation_string":"Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089650488","display_name":"Tomoaki Tatsukawa","orcid":"https://orcid.org/0000-0002-0697-7897"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoaki Tatsukawa","raw_affiliation_strings":["Tokyo University of Science, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0697-7897","affiliations":[{"raw_affiliation_string":"Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059491605","display_name":"Eri Itoh","orcid":"https://orcid.org/0000-0002-6957-4366"},"institutions":[{"id":"https://openalex.org/I4210086285","display_name":"Electronic Navigation Research Institute","ror":"https://ror.org/000050t83","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210086285"]},{"id":"https://openalex.org/I4210121849","display_name":"National Maritime Research Institute","ror":"https://ror.org/02wxcdf69","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210121849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eri Itoh","raw_affiliation_strings":["Electronic Navigation Research Institute, Chofu, Japan","Port and Aviation Technology, National Institute of Maritime, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6957-4366","affiliations":[{"raw_affiliation_string":"Electronic Navigation Research Institute, Chofu, Japan","institution_ids":["https://openalex.org/I4210086285"]},{"raw_affiliation_string":"Port and Aviation Technology, National Institute of Maritime, Tokyo, Japan","institution_ids":["https://openalex.org/I4210121849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078842394","display_name":"Kozo Fujii","orcid":"https://orcid.org/0000-0002-2070-6575"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kozo Fujii","raw_affiliation_strings":["Tokyo University of Science, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2070-6575","affiliations":[{"raw_affiliation_string":"Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006325506"],"corresponding_institution_ids":["https://openalex.org/I161296585"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":7.6635,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.96724765,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"79461","last_page":"79476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11489","display_name":"Air Traffic Management and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11599","display_name":"Aviation Industry Analysis and Trends","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/takeoff","display_name":"Takeoff","score":0.8806048631668091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6200737953186035},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5144908428192139},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4947630763053894},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.4682878851890564},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.46559059619903564},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.4211941957473755},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41531285643577576},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.337164968252182},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19831028580665588},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.10467135906219482},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0851500928401947}],"concepts":[{"id":"https://openalex.org/C2777717826","wikidata":"https://www.wikidata.org/wiki/Q854248","display_name":"Takeoff","level":2,"score":0.8806048631668091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6200737953186035},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5144908428192139},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4947630763053894},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.4682878851890564},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.46559059619903564},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.4211941957473755},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41531285643577576},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.337164968252182},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19831028580665588},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.10467135906219482},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0851500928401947},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3084215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3084215","pdf_url":null,"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:8344e0914bc04d16ad2bd9f83ff8cbbe","is_oa":true,"landing_page_url":"https://doaj.org/article/8344e0914bc04d16ad2bd9f83ff8cbbe","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 9, Pp 79461-79476 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3084215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3084215","pdf_url":null,"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":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G103822693","display_name":null,"funder_award_id":"hp190163","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1485701482","https://openalex.org/W1858538109","https://openalex.org/W1965549775","https://openalex.org/W1975006710","https://openalex.org/W1982253018","https://openalex.org/W1986879402","https://openalex.org/W1988911762","https://openalex.org/W1998102342","https://openalex.org/W2008645430","https://openalex.org/W2012863248","https://openalex.org/W2014144020","https://openalex.org/W2015444745","https://openalex.org/W2019169363","https://openalex.org/W2042238593","https://openalex.org/W2044729418","https://openalex.org/W2050636566","https://openalex.org/W2051166975","https://openalex.org/W2060726785","https://openalex.org/W2071242681","https://openalex.org/W2072971523","https://openalex.org/W2078151374","https://openalex.org/W2080882256","https://openalex.org/W2106564369","https://openalex.org/W2110678906","https://openalex.org/W2117686085","https://openalex.org/W2126105956","https://openalex.org/W2137541292","https://openalex.org/W2141860411","https://openalex.org/W2148749466","https://openalex.org/W2153569152","https://openalex.org/W2156736878","https://openalex.org/W2157328916","https://openalex.org/W2157765710","https://openalex.org/W2182634112","https://openalex.org/W2326131166","https://openalex.org/W2399928064","https://openalex.org/W2613026477","https://openalex.org/W2622000843","https://openalex.org/W2625545162","https://openalex.org/W2781882907","https://openalex.org/W2794031013","https://openalex.org/W2803413707","https://openalex.org/W2892086193","https://openalex.org/W2900688364","https://openalex.org/W2901624454","https://openalex.org/W2949237422","https://openalex.org/W2992377976","https://openalex.org/W3000566229","https://openalex.org/W3082224212","https://openalex.org/W3083132707","https://openalex.org/W3101444742","https://openalex.org/W3115425013","https://openalex.org/W3118663531","https://openalex.org/W3118707284","https://openalex.org/W3122638022","https://openalex.org/W3173741088","https://openalex.org/W6685909077","https://openalex.org/W6787579508"],"related_works":["https://openalex.org/W2379975046","https://openalex.org/W2351766947","https://openalex.org/W4385984321","https://openalex.org/W2471779853","https://openalex.org/W2378910326","https://openalex.org/W2092183090","https://openalex.org/W4235325018","https://openalex.org/W2761471305","https://openalex.org/W2019104671","https://openalex.org/W1022062986"],"abstract_inverted_index":{"Although":[0],"schedule":[1,20],"design":[2,21,42,95,116,127],"has":[3,26],"further":[4],"potential":[5],"to":[6,41,48,132,150,201,223],"reduce":[7,173],"airline":[8],"operation":[9],"costs":[10],"and":[11,51,79,178,185,213],"flight":[12,44,108,197,204],"delay,":[13],"the":[14,17,62,75,102,111,126,134,141,152,155,163,167,174,195,202,211,233,247,255],"effectiveness":[15],"of":[16,74,89,106,125,136,154,162,192,194,249,257],"globally":[18],"optimal":[19,169],"integrating":[22],"air":[23,90,258],"traffic":[24,56,91,259],"flow":[25],"not":[27],"been":[28],"discussed":[29],"thus":[30],"far.":[31],"This":[32,244],"paper":[33],"presents":[34],"a":[35,137],"global":[36],"multi-objective":[37,63],"takeoff":[38,103,142,226],"time":[39,104,227],"optimization":[40,64,248],"efficient":[43],"schedules":[45],"that":[46,166,219,246],"lead":[47],"minimal":[49],"congestion":[50,237],"provide":[52],"sufficient":[53],"resilience":[54],"against":[55],"problems.":[57],"NSGA-II":[58],"is":[59,101,221],"adopted":[60],"as":[61],"technique":[65],"in":[66,98,120,140,199,210,252],"this":[67,99,121],"study.":[68,122],"The":[69,94,123,160,189],"objective":[70],"functions":[71],"include":[72],"minimization":[73],"total":[76,80,175,179],"arrival":[77,176],"delay":[78,177],"fuel":[81,180],"consumption":[82,181],"because":[83],"these":[84],"are":[85],"key":[86],"performance":[87],"indicators":[88],"management":[92],"(ATM).":[93],"variable":[96],"used":[97,119],"study":[100],"offset":[105],"each":[107,158],"landing":[109],"at":[110],"Tokyo":[112],"International":[113],"Airport.":[114],"607":[115],"variables":[117,128],"were":[118,206],"range":[124],"was":[129,148],"\u00b1300":[130],"s":[131],"investigate":[133],"effect":[135],"minor":[138],"variation":[139],"time.":[143],"A":[144],"cellular":[145],"automaton-based":[146],"model":[147],"utilized":[149],"simulate":[151],"interaction":[153],"flights":[156,230],"with":[157],"other.":[159],"results":[161],"simulations":[164],"demonstrated":[165],"obtained":[168],"solutions":[170],"could":[171],"drastically":[172],"by":[182,208],"1500":[183],"min":[184],"80":[186],"tons,":[187],"respectively.":[188],"spacing":[190],"adjustments":[191],"one":[193],"optimum":[196],"schedules,":[198],"comparison":[200],"original":[203],"schedule,":[205],"reduced":[207],"80%":[209],"en-route":[212],"terminal":[214],"airspaces.":[215],"Additional":[216],"analyses":[217],"suggest":[218],"it":[220],"preferable":[222],"have":[224],"longer":[225],"intervals":[228],"for":[229],"originating":[231],"from":[232],"same":[234],"point":[235],"during":[236,241],"hours":[238],"than":[239],"those":[240],"non-congestion":[242],"hours.":[243],"indicates":[245],"ground":[250],"movements":[251],"airports":[253],"improves":[254],"efficiency":[256],"operations.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
