{"id":"https://openalex.org/W4321446105","doi":"https://doi.org/10.3233/ica-230704","title":"Constructing ensembles of dispatching rules for multi-objective tasks in the unrelated machines environment","display_name":"Constructing ensembles of dispatching rules for multi-objective tasks in the unrelated machines environment","publication_year":2023,"publication_date":"2023-02-21","ids":{"openalex":"https://openalex.org/W4321446105","doi":"https://doi.org/10.3233/ica-230704"},"language":"en","primary_location":{"id":"doi:10.3233/ica-230704","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-230704","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","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/A5084199125","display_name":"Marko Djurasevic","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Marko \\DJurasevi\u0107","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086000818","display_name":"Francisco Javier Gil-Gala","orcid":"https://orcid.org/0000-0002-0606-7009"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Gil-Gala","raw_affiliation_strings":["Department of Computer Science, University of Oviedo, Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oviedo, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029689278","display_name":"Domagoj Jakobovi\u0107","orcid":"https://orcid.org/0000-0002-9201-2994"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Domagoj Jakobovi\u0107","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084199125"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":null,"apc_paid":null,"fwci":2.0869,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88671133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"3","first_page":"275","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9987000226974487,"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":0.7089884281158447},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6951426267623901},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5482478737831116},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5382416248321533},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5233190059661865},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5137628316879272},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5064855813980103},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.49818944931030273},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.49264317750930786},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.48271414637565613},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.47384291887283325},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42728468775749207},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4158777892589569},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36846715211868286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3550587296485901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2827691435813904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1785399317741394},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.07934856414794922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089884281158447},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6951426267623901},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5482478737831116},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5382416248321533},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5233190059661865},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5137628316879272},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5064855813980103},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.49818944931030273},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.49264317750930786},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.48271414637565613},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.47384291887283325},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42728468775749207},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4158777892589569},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36846715211868286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3550587296485901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2827691435813904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1785399317741394},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.07934856414794922},{"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":1,"locations":[{"id":"doi:10.3233/ica-230704","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-230704","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W819578930","https://openalex.org/W1922731057","https://openalex.org/W1996467378","https://openalex.org/W2022485595","https://openalex.org/W2072441740","https://openalex.org/W2073870328","https://openalex.org/W2087376002","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2207649084","https://openalex.org/W2275596639","https://openalex.org/W2344265714","https://openalex.org/W2362306664","https://openalex.org/W2493430091","https://openalex.org/W2558359969","https://openalex.org/W2590959390","https://openalex.org/W2604208500","https://openalex.org/W2734083160","https://openalex.org/W2754593347","https://openalex.org/W2766069146","https://openalex.org/W2766203675","https://openalex.org/W2770310616","https://openalex.org/W2789758093","https://openalex.org/W2802418351","https://openalex.org/W2810729466","https://openalex.org/W2944522685","https://openalex.org/W2947761165","https://openalex.org/W2954270276","https://openalex.org/W2966126335","https://openalex.org/W2968953735","https://openalex.org/W2989671668","https://openalex.org/W3023386878","https://openalex.org/W3033668364","https://openalex.org/W3034697031","https://openalex.org/W3049292607","https://openalex.org/W3082932313","https://openalex.org/W3083160853","https://openalex.org/W3084716248","https://openalex.org/W3093994124","https://openalex.org/W3105444733","https://openalex.org/W3106812004","https://openalex.org/W3112029784","https://openalex.org/W3118704762","https://openalex.org/W3125862622","https://openalex.org/W3127083515","https://openalex.org/W3131270103","https://openalex.org/W3136165312","https://openalex.org/W3136536335","https://openalex.org/W3149839747","https://openalex.org/W3168130883","https://openalex.org/W3173585049","https://openalex.org/W3179807675","https://openalex.org/W3186338691","https://openalex.org/W3191602072","https://openalex.org/W3211658860","https://openalex.org/W3212897232","https://openalex.org/W4212986570","https://openalex.org/W4221132565","https://openalex.org/W4255654664","https://openalex.org/W4284962672","https://openalex.org/W4285222608","https://openalex.org/W4286493993","https://openalex.org/W4293213129","https://openalex.org/W6629043682","https://openalex.org/W6640043726","https://openalex.org/W6746370005","https://openalex.org/W6770459243","https://openalex.org/W6783220133","https://openalex.org/W6790723802","https://openalex.org/W6792044629","https://openalex.org/W6798834420","https://openalex.org/W6799802021"],"related_works":["https://openalex.org/W2145877535","https://openalex.org/W3151104768","https://openalex.org/W2394981641","https://openalex.org/W3050579520","https://openalex.org/W43109810","https://openalex.org/W2053184749","https://openalex.org/W2366525864","https://openalex.org/W2901126848","https://openalex.org/W2088622475","https://openalex.org/W2346752270"],"abstract_inverted_index":{"Scheduling":[0],"is":[1,45,66,122,217],"a":[2,137],"frequently":[3],"studied":[4],"combinatorial":[5],"optimisation":[6],"problem":[7],"that":[8,38,182,198],"often":[9,53],"needs":[10],"to":[11,18,47,77,97,130,150,159,176,191,231],"be":[12,177],"solved":[13],"under":[14],"dynamic":[15,29],"conditions":[16],"and":[17,69,146,153,210,219],"optimise":[19],"multiple":[20],"criteria.":[21],"The":[22,179],"most":[23],"commonly":[24],"used":[25,76,86],"method":[26,119,158],"for":[27,106,136,238],"solving":[28,107],"problems":[30,170],"are":[31,52,75],"dispatching":[32],"rules":[33,61],"(DRs),":[34],"simple":[35],"constructive":[36],"heuristics":[37],"build":[39],"the":[40,88,99,143,156,195,226,233],"schedule":[41],"incrementally.":[42],"Since":[43],"it":[44,126,216],"difficult":[46],"design":[48],"DRs":[49,105,185,237],"manually,":[50],"they":[51],"created":[54],"automatically":[55],"using":[56,229],"genetic":[57],"programming.":[58],"Although":[59],"such":[60],"work":[62],"well,":[63],"their":[64,161],"performance":[65,234],"still":[67],"limited":[68],"various":[70],"methods,":[71],"especially":[72],"ensemble":[73,117],"learning,":[74],"improve":[78],"them.":[79],"So":[80],"far,":[81],"ensembles":[82,103,135,152,183,230],"have":[83],"only":[84],"been":[85],"in":[87],"context":[89],"of":[90,101,104,134,174,184,228,235],"single-objective":[91],"scheduling":[92,110],"problems.":[93,111,240],"This":[94,224],"study":[95],"aims":[96],"investigate":[98],"possibility":[100],"constructing":[102,213],"multi-objective":[108],"(MO)":[109],"To":[112],"this":[113],"end,":[114],"an":[115],"existing":[116],"construction":[118],"called":[120],"SEC":[121,157,199],"adapted":[123,149],"by":[124],"extending":[125],"with":[127,155,171],"non-dominated":[128],"sorting":[129],"construct":[131,151],"Pareto":[132,188],"fronts":[133,189],"given":[138],"MO":[139,169,239],"problem.":[140],"In":[141],"addition,":[142],"algorithms":[144],"NSGA-II":[145,209],"NSGA-III":[147,211],"were":[148,165],"compared":[154,190],"demonstrate":[160],"effectiveness.":[162],"All":[163],"methods":[164],"evaluated":[166],"on":[167],"four":[168],"different":[172],"number":[173],"criteria":[175],"optimised.":[178],"results":[180,196,207],"show":[181,197],"achieve":[186],"better":[187,206],"individual":[192,236],"DRs.":[193],"Moreover,":[194],"achieves":[200],"equally":[201],"good":[202],"or":[203],"even":[204],"slightly":[205,220],"than":[208],"when":[212],"ensembles,":[214],"while":[215],"simpler":[218],"less":[221],"computationally":[222],"expensive.":[223],"shows":[225],"potential":[227],"increase":[232]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
