{"id":"https://openalex.org/W4284962672","doi":"https://doi.org/10.1145/3512290.3528807","title":"Novel ensemble collaboration method for dynamic scheduling problems","display_name":"Novel ensemble collaboration method for dynamic scheduling problems","publication_year":2022,"publication_date":"2022-07-08","ids":{"openalex":"https://openalex.org/W4284962672","doi":"https://doi.org/10.1145/3512290.3528807"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512290.3528807","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2203.14290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027293846","display_name":"Marko \u0110urasevi\u0107","orcid":"https://orcid.org/0000-0001-8732-4769"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"funder","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marko \u0110urasevi\u0107","raw_affiliation_strings":["University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064524592","display_name":"Lucija Planini\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"funder","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Lucija Planini\u0107","raw_affiliation_strings":["University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086000818","display_name":"Francisco J. 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":"funder","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Javier Gil Gala","raw_affiliation_strings":["University of Oviedo., Gij\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"University of Oviedo., Gij\u00f3n, 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":"funder","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Domagoj Jakobovi\u0107","raw_affiliation_strings":["University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.391,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.917144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":92},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998,"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":0.9998,"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":0.9985,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.998,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222711},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6221107},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6055535},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.49173144},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.423272},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.41577888},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.41199753},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35217306},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3372579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32913774},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32696152},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1783815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07068163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06500468},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512290.3528807","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2203.14290","pdf_url":"https://arxiv.org/pdf/2203.14290","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2203.14290","pdf_url":"https://arxiv.org/pdf/2203.14290","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":38,"referenced_works":["https://openalex.org/W1516813955","https://openalex.org/W1591718737","https://openalex.org/W1922731057","https://openalex.org/W2072395453","https://openalex.org/W2151554678","https://openalex.org/W2275596639","https://openalex.org/W2344265714","https://openalex.org/W2362306664","https://openalex.org/W2398671303","https://openalex.org/W2493430091","https://openalex.org/W2590959390","https://openalex.org/W2604208500","https://openalex.org/W2754593347","https://openalex.org/W2770310616","https://openalex.org/W2794224717","https://openalex.org/W2805454413","https://openalex.org/W2810729466","https://openalex.org/W2944522685","https://openalex.org/W2947761165","https://openalex.org/W2954270276","https://openalex.org/W2968261446","https://openalex.org/W2973767442","https://openalex.org/W3015521392","https://openalex.org/W3033668364","https://openalex.org/W3034697031","https://openalex.org/W3049292607","https://openalex.org/W3082349305","https://openalex.org/W3083160853","https://openalex.org/W3093994124","https://openalex.org/W3118704762","https://openalex.org/W3127083515","https://openalex.org/W3136165312","https://openalex.org/W3136536335","https://openalex.org/W3173585049","https://openalex.org/W3185469365","https://openalex.org/W3192679187","https://openalex.org/W4255654664","https://openalex.org/W819578930"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W3122821775","https://openalex.org/W3112689649","https://openalex.org/W2998357381","https://openalex.org/W2808535280","https://openalex.org/W2509452605","https://openalex.org/W2148608945","https://openalex.org/W2112121444","https://openalex.org/W2107725657","https://openalex.org/W2101020326"],"abstract_inverted_index":{"Dynamic":[0],"scheduling":[1,14,82],"problems":[2,6,24],"are":[3,25,89],"important":[4],"optimisation":[5],"with":[7],"many":[8],"real-world":[9],"applications.":[10],"Since":[11],"in":[12],"dynamic":[13,81],"not":[15,54],"all":[16,104],"information":[17],"is":[18,83,113,124,146],"available":[19],"at":[20,92],"the":[21,34,37,101,118,130,141],"start,":[22],"such":[23],"usually":[26],"solved":[27],"by":[28,69],"dispatching":[29],"rules":[30],"(DRs),":[31],"which":[32,115],"create":[33,97,150],"schedule":[35,102],"as":[36],"system":[38],"executes.":[39],"Recently,":[40],"DRs":[41,67,88,135],"have":[42],"been":[43],"successfully":[44],"developed":[45],"using":[46,66],"genetic":[47],"programming.":[48],"However,":[49],"a":[50,75,98,154],"single":[51],"DR":[52,116],"may":[53],"efficiently":[55],"solve":[56],"different":[57,137],"problem":[58],"instances.":[59],"Therefore,":[60],"much":[61],"research":[62],"has":[63],"focused":[64],"on":[65,109],"collaboratively":[68],"forming":[70],"ensembles.":[71],"In":[72,85],"this":[73,86],"paper,":[74],"novel":[76],"ensemble":[77,138],"collaboration":[78],"method":[79],"for":[80,103,136],"proposed.":[84],"method,":[87],"applied":[90],"independently":[91,157],"each":[93],"decision":[94,120,123],"point":[95],"to":[96,149],"simulation":[99],"of":[100,156],"currently":[105],"released":[106],"jobs.":[107],"Based":[108],"these":[110],"simulations,":[111],"it":[112,145],"determined":[114],"makes":[117],"best":[119],"and":[121],"that":[122,129,144],"applied.":[125],"The":[126],"results":[127,142],"show":[128],"ensembles":[131,152],"easily":[132],"outperform":[133],"individual":[134],"sizes.":[139],"Moreover,":[140],"suggest":[143],"relatively":[147],"easy":[148],"good":[151],"from":[153],"set":[155],"evolved":[158],"DRs.":[159]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4284962672","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2025-04-16T00:17:16.839984","created_date":"2022-07-10"}