{"id":"https://openalex.org/W7127335427","doi":"https://doi.org/10.1109/tits.2026.3656612","title":"A Multi-Objective Genetic Algorithm for Large-Scale Integrated Berth Allocation and Quay Crane Assignment Problem With Maintenance Activities","display_name":"A Multi-Objective Genetic Algorithm for Large-Scale Integrated Berth Allocation and Quay Crane Assignment Problem With Maintenance Activities","publication_year":2026,"publication_date":"2026-02-03","ids":{"openalex":"https://openalex.org/W7127335427","doi":"https://doi.org/10.1109/tits.2026.3656612"},"language":null,"primary_location":{"id":"doi:10.1109/tits.2026.3656612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2026.3656612","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation 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/A5124937846","display_name":"Xiangyi Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyi Teng","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5964-0123","affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100601501","display_name":"Zhengyu Zhang","orcid":"https://orcid.org/0000-0003-2940-5995"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyu Zhang","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124939289","display_name":"Tao Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Ma","raw_affiliation_strings":["National University of Defense Technology, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Hefei, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124902795","display_name":"Jing Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["School of Artificial Intelligence and Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6834-5350","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.879,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93378084,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"27","issue":"5","first_page":"5234","last_page":"5249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9621999859809875,"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/T11223","display_name":"Maritime Ports and Logistics","score":0.9621999859809875,"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/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.00989999994635582,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/genetic-algorithm","display_name":"Genetic algorithm","score":0.5522000193595886},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5315999984741211},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4921000003814697},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4832000136375427},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.42399999499320984},{"id":"https://openalex.org/keywords/turnaround-time","display_name":"Turnaround time","score":0.40540000796318054},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4049000144004822},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.34549999237060547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6182000041007996},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5522000193595886},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5315999984741211},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4921000003814697},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4832000136375427},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.45820000767707825},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C176553487","wikidata":"https://www.wikidata.org/wiki/Q7855819","display_name":"Turnaround time","level":2,"score":0.40540000796318054},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3774000108242035},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34220001101493835},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2870999872684479},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.28700000047683716},{"id":"https://openalex.org/C3020013979","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimal allocation","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2026.3656612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2026.3656612","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1193600221","display_name":null,"funder_award_id":"62306224","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G244293025","display_name":null,"funder_award_id":"YJSJ25014","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4520797107","display_name":null,"funder_award_id":"62471371","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1605128581","https://openalex.org/W2055142708","https://openalex.org/W2076200283","https://openalex.org/W2082330633","https://openalex.org/W2098907614","https://openalex.org/W2106334424","https://openalex.org/W2109865546","https://openalex.org/W2123950200","https://openalex.org/W2126105956","https://openalex.org/W2139699087","https://openalex.org/W2143381319","https://openalex.org/W2147437954","https://openalex.org/W2207649084","https://openalex.org/W2344899315","https://openalex.org/W2535511304","https://openalex.org/W2591313086","https://openalex.org/W2618401921","https://openalex.org/W2898816167","https://openalex.org/W2900155741","https://openalex.org/W2970951326","https://openalex.org/W3000006784","https://openalex.org/W3024634821","https://openalex.org/W3042585420","https://openalex.org/W3089369613","https://openalex.org/W3119107356","https://openalex.org/W3191473298","https://openalex.org/W4285209931","https://openalex.org/W4293254820","https://openalex.org/W4312000417","https://openalex.org/W4372780904","https://openalex.org/W4383893913","https://openalex.org/W4385071479","https://openalex.org/W4388153490","https://openalex.org/W4390572095","https://openalex.org/W4393136860","https://openalex.org/W4399517969","https://openalex.org/W4406327819","https://openalex.org/W4407736284","https://openalex.org/W4412978689"],"related_works":[],"abstract_inverted_index":{"In":[0,217],"the":[1,14,89,117,134,143,161,172,179,184,188,191,196,205],"current":[2],"era":[3],"of":[4,17,21,82,91,136,163,183,190],"globalization,":[5],"with":[6,95,120,239],"increasing":[7],"vessel":[8,130],"cargo":[9],"and":[10,26,54,85,109,133,154,181,186,202,213,230],"limited":[11],"port":[12],"resources,":[13],"operational":[15],"efficiency":[16,180],"container":[18,40],"terminals":[19],"is":[20,48,61,175],"paramount":[22],"importance.":[23],"Berth":[24],"allocation":[25,29],"quay":[27,46,121,155,231],"crane":[28,122],"problems":[30,84,221],"(BACAPs)":[31],"emerge":[32],"as":[33,225,227,252],"pivotal":[34],"focal":[35],"points,":[36],"especially":[37],"in":[38,57,64,80,98,167,199,210,243],"large-scale":[39,83,118,220],"terminals.":[41],"Although":[42],"preventive":[43],"maintenance":[44,73,123,264],"for":[45,50,219],"cranes":[47],"crucial":[49],"reducing":[51],"equipment":[52],"failures":[53],"widely":[55],"implemented":[56],"real-world":[58],"operations,":[59],"it":[60,253],"often":[62],"overlooked":[63],"existing":[65,197],"studies.":[66],"Lately,":[67],"few":[68],"methods":[69,198],"are":[70,78],"proposed":[71],"considering":[72],"activities.":[74,124,265],"However,":[75],"their":[76],"performance":[77,238],"unsatisfied":[79],"terms":[81],"hard":[86],"to":[87,115,128,177,195,258],"meet":[88],"requirement":[90],"efficiency.":[92],"To":[93],"deal":[94],"this":[96,99],"challenge,":[97],"paper,":[100],"we":[101],"present":[102],"a":[103,112,148,168,240],"mixed":[104],"integer":[105],"bi-objective":[106],"optimization":[107],"model":[108,126,144,174,185,234],"further":[110],"propose":[111],"novel":[113,149],"algorithm":[114],"address":[116],"BACAP":[119],"This":[125],"aims":[127],"minimize":[129],"turnaround":[131],"durations":[132],"penalty":[135],"unscheduled":[137],"maintenance.":[138],"Meanwhile,":[139],"based":[140],"on":[141],"NSGA-II,":[142],"called":[145],"RTAA":[146,206],"utilizes":[147],"decoding":[150],"method":[151],"withRecurrentTemporal":[152],"berthAllocation":[153],"craneAssignment,":[156],"which":[157],"can":[158,254],"greatly":[159],"reduce":[160],"probability":[162],"generating":[164],"infeasible":[165],"solutions":[166],"heuristic":[169],"way.":[170],"Moreover,":[171],"island":[173],"involved":[176],"improve":[178],"parallelism":[182],"enhance":[187],"diversity":[189],"Pareto-front":[192],"solutions.":[193,216],"Compared":[194],"both":[200],"small":[201],"large":[203],"instances,":[204],"demonstrates":[207],"its":[208],"efficacy":[209],"discovering":[211],"superior":[212,237],"more":[214,228],"diverse":[215],"particular,":[218],"involving":[222],"100":[223],"vessels,":[224],"well":[226],"berths":[229],"cranes,":[232],"our":[233,247],"still":[235],"delivers":[236],"significant":[241],"reduction":[242],"computation":[244],"time.":[245],"Additionally,":[246],"approach":[248],"shows":[249],"excellent":[250],"scalability,":[251],"be":[255],"easily":[256],"adapted":[257],"scenarios":[259],"that":[260],"do":[261],"not":[262],"consider":[263]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2026-02-04T00:00:00"}
