{"id":"https://openalex.org/W4390908084","doi":"https://doi.org/10.1109/tevc.2024.3354850","title":"A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling","display_name":"A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling","publication_year":2024,"publication_date":"2024-01-16","ids":{"openalex":"https://openalex.org/W4390908084","doi":"https://doi.org/10.1109/tevc.2024.3354850"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3354850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3354850","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5058231134","display_name":"Zixiao Pan","orcid":"https://orcid.org/0000-0001-5153-5564"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixiao Pan","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5153-5564","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067621763","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0003-1226-2801"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China","State Key Lab of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1226-2801","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Lab of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061804463","display_name":"Jingjing Wang","orcid":"https://orcid.org/0000-0003-3385-7572"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3385-7572","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000546219","display_name":"Qingfu Zhang","orcid":"https://orcid.org/0000-0003-0786-0671"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qingfu Zhang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0786-0671","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4953,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.98183099,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"29","issue":"1","first_page":"232","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9977999925613403,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.6867960691452026},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6365947127342224},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5941992402076721},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5795928239822388},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5516513586044312},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5332369804382324},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4403359889984131},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.43854379653930664},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3521769642829895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25251471996307373},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1852116882801056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13459527492523193},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.10350596904754639}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6867960691452026},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6365947127342224},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5941992402076721},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5795928239822388},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5516513586044312},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5332369804382324},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4403359889984131},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.43854379653930664},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3521769642829895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25251471996307373},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1852116882801056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13459527492523193},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.10350596904754639},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3354850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3354850","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5984065330","display_name":null,"funder_award_id":"2023YFB3308002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G668874240","display_name":null,"funder_award_id":"IMETKF2024005","funder_id":"https://openalex.org/F4320326834","funder_display_name":"State Key Lab of Digital Manufacturing Equipment and Technology"},{"id":"https://openalex.org/G716902736","display_name":null,"funder_award_id":"62273193","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/F4320326834","display_name":"State Key Lab of Digital Manufacturing Equipment and Technology","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1972993801","https://openalex.org/W2015772998","https://openalex.org/W2046437335","https://openalex.org/W2052434538","https://openalex.org/W2106334424","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2155809154","https://openalex.org/W2291496492","https://openalex.org/W2604126453","https://openalex.org/W2616713676","https://openalex.org/W2948836939","https://openalex.org/W2952744880","https://openalex.org/W3004986338","https://openalex.org/W3006275750","https://openalex.org/W3037467778","https://openalex.org/W3042720728","https://openalex.org/W3093943958","https://openalex.org/W3096899291","https://openalex.org/W3111096857","https://openalex.org/W3123950820","https://openalex.org/W3128992509","https://openalex.org/W3130515520","https://openalex.org/W3151903316","https://openalex.org/W3155065624","https://openalex.org/W3169062181","https://openalex.org/W3172780424","https://openalex.org/W3182571737","https://openalex.org/W3184128573","https://openalex.org/W3199153462","https://openalex.org/W3202390792","https://openalex.org/W3206786717","https://openalex.org/W3214034194","https://openalex.org/W4200066367","https://openalex.org/W4206820958","https://openalex.org/W4210890734","https://openalex.org/W4211086636","https://openalex.org/W4214818039","https://openalex.org/W4221073708","https://openalex.org/W4223934311","https://openalex.org/W4229334149","https://openalex.org/W4281253915","https://openalex.org/W4289262791","https://openalex.org/W4289337933","https://openalex.org/W4309334870","https://openalex.org/W4312247201","https://openalex.org/W4312819473","https://openalex.org/W4362634541","https://openalex.org/W4379805283","https://openalex.org/W4384831404","https://openalex.org/W4386472940","https://openalex.org/W4386577614","https://openalex.org/W4387335068"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2751605210","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W2145877535","https://openalex.org/W1588199609"],"abstract_inverted_index":{"With":[0],"the":[1,18,23,39,53,70,92,110,135,138,141,155,167,170,184,196,199,206,212],"rise":[2],"of":[3,55,169,187,198,216],"globalization":[4],"and":[5,10,33,87,96,127,146,178,218],"environmental":[6],"concerns,":[7],"distributed":[8,71],"scheduling":[9,12,40],"energy-efficient":[11,72],"have":[13],"become":[14],"crucial":[15],"topics":[16],"in":[17,91,102,210,214],"informational":[19],"manufacturing":[20],"system.":[21],"Additionally,":[22],"growing":[24],"consideration":[25],"about":[26],"realistic":[27],"constraints,":[28],"such":[29],"as":[30],"transportation":[31,35,78],"time":[32],"finite":[34],"resources,":[36],"has":[37],"made":[38],"problem":[41,76,156],"increasingly":[42],"complex.":[43],"Facing":[44],"these":[45],"challenges,":[46],"special":[47],"mechanisms":[48],"are":[49,100,115,144,192],"required":[50],"to":[51,68,105,117,133,160,166,182,194],"improve":[52,134],"efficiency":[54,217],"solving":[56,211],"algorithms.":[57],"In":[58,137],"this":[59],"paper,":[60],"a":[61,172],"bi-learning":[62],"evolutionary":[63,88],"algorithm":[64],"(BLEA)":[65],"is":[66,131,158,180,208],"proposed":[67,159],"solve":[69],"flexible":[73],"job":[74],"shop":[75],"with":[77],"constraints":[79],"(DEFJSP-T).":[80],"Firstly,":[81],"we":[82],"integrate":[83],"statistical":[84,202],"learning":[85,89],"(SL)":[86],"(EL)":[90],"framework,":[93],"while":[94],"decomposition":[95],"Pareto":[97],"dominance":[98],"methods":[99],"employed":[101],"different":[103],"stages":[104],"handle":[106],"conflicting":[107],"objectives.":[108],"During":[109],"SL":[111,177],"stage,":[112,140],"probability":[113],"models":[114],"established":[116],"statistically":[118],"search":[119,150],"for":[120],"advantageous":[121],"substructures":[122],"on":[123],"each":[124],"weight":[125],"vector,":[126],"an":[128,147],"update":[129],"mechanism":[130,175],"devised":[132],"exploration.":[136],"EL":[139,179],"genetic":[142],"operators":[143],"introduced":[145],"improved":[148],"local":[149],"that":[151,205],"takes":[152],"into":[153],"account":[154],"properties":[157],"realize":[161],"sufficient":[162],"exploitation.":[163],"Finally,":[164],"according":[165],"performance":[168],"SL,":[171],"novel":[173],"switching":[174],"between":[176],"designed":[181],"ensure":[183],"rational":[185],"allocation":[186],"computing":[188],"resources.":[189],"Extensive":[190],"experiments":[191],"conducted":[193],"test":[195],"performances":[197],"BLEA.":[200],"The":[201],"comparison":[203],"shows":[204],"BLEA":[207],"superior":[209],"DEFJSP-T":[213],"terms":[215],"effectiveness.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":7}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}