{"id":"https://openalex.org/W2066036753","doi":"https://doi.org/10.1145/2739482.2764651","title":"A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling","display_name":"A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2066036753","doi":"https://doi.org/10.1145/2739482.2764651","mag":"2066036753"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2764651","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2764651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088629652","display_name":"Cheol Park","orcid":"https://orcid.org/0000-0002-0486-9542"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"John Park","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009255854","display_name":"Su Nguyen","orcid":"https://orcid.org/0000-0003-2365-1087"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Su Nguyen","raw_affiliation_strings":["International University - VNU HCMC, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International University - VNU HCMC, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400258","display_name":"Mengjie Zhang","orcid":"https://orcid.org/0000-0003-4463-9538"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mengjie Zhang","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103902192","display_name":"Mark Johnston","orcid":null},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mark Johnston","raw_affiliation_strings":["Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Research Group, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.366,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.7779953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1451","last_page":"1452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9984999895095825,"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":0.9926000237464905,"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":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.872331976890564},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.8141885995864868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846664547920227},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6234724521636963},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5104071497917175},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4771572947502136},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4606578052043915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4504261910915375},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.43164175748825073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40637415647506714},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3337084650993347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1253817081451416},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0667153000831604},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.056299030780792236},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.056006163358688354}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.872331976890564},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8141885995864868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846664547920227},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6234724521636963},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5104071497917175},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4771572947502136},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4606578052043915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4504261910915375},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.43164175748825073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40637415647506714},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3337084650993347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1253817081451416},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0667153000831604},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.056299030780792236},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.056006163358688354},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2764651","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2764651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1981029154","https://openalex.org/W1988731151","https://openalex.org/W2012493517","https://openalex.org/W2055239208","https://openalex.org/W2072441740","https://openalex.org/W2078885513","https://openalex.org/W2107544712","https://openalex.org/W2122967269","https://openalex.org/W2167917621","https://openalex.org/W2599354476"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W1628567638","https://openalex.org/W2109775141","https://openalex.org/W3186374002","https://openalex.org/W2521454154","https://openalex.org/W2107678394","https://openalex.org/W2020754965","https://openalex.org/W2521049309","https://openalex.org/W3083497736","https://openalex.org/W4297052805"],"abstract_inverted_index":{"Genetic":[0],"Programming":[1],"based":[2],"hyper-heuristics":[3],"(GP-HH)":[4],"for":[5,25,35],"dynamic":[6],"job":[7],"shop":[8],"scheduling":[9],"(JSS)":[10],"problems":[11,37],"are":[12,22],"approaches":[13],"which":[14],"aim":[15],"to":[16],"address":[17],"the":[18,49,73],"issue":[19],"where":[20],"heuristics":[21,34,52],"only":[23],"effective":[24,33],"specific":[26],"JSS":[27,36],"problem":[28],"domains,":[29],"and":[30],"that":[31,72],"designing":[32],"can":[38],"be":[39],"difficult.":[40],"This":[41],"paper":[42],"is":[43],"a":[44,63,86],"preliminary":[45],"investigation":[46],"into":[47],"improving":[48],"robustness":[50],"of":[51,59,66,90],"evolved":[53],"by":[54,56],"GP-HH":[55,88],"evolving":[57,91],"ensembles":[58],"dispatching":[60],"rules":[61,84],"from":[62],"single":[64,92],"population":[65],"GP":[67],"individuals.":[68],"The":[69],"results":[70],"show":[71],"current":[74],"approach":[75,89],"does":[76],"not":[77],"evolve":[78],"significantly":[79],"better":[80],"or":[81],"more":[82],"robust":[83],"than":[85],"standard":[87],"constituent":[93],"rules.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
