{"id":"https://openalex.org/W4385188402","doi":"https://doi.org/10.1145/3583133.3590546","title":"An Investigation of Terminal Settings on Multitask Multi-objective Dynamic Flexible Job Shop Scheduling with Genetic Programming","display_name":"An Investigation of Terminal Settings on Multitask Multi-objective Dynamic Flexible Job Shop Scheduling with Genetic Programming","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385188402","doi":"https://doi.org/10.1145/3583133.3590546"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3590546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590546","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 Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-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/A5100425800","display_name":"Fangfang Zhang","orcid":"https://orcid.org/0000-0001-5516-3972"},"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":true,"raw_author_name":"Fangfang Zhang","raw_affiliation_strings":["Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073282655","display_name":"Yi Mei","orcid":"https://orcid.org/0000-0003-0682-1363"},"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":"Yi Mei","raw_affiliation_strings":["Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","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":["Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100425800"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":1.6595,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85611617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9950000047683716,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7696131467819214},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6749141812324524},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5628212094306946},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4822472035884857},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4760201573371887},{"id":"https://openalex.org/keywords/job-shop","display_name":"Job shop","score":0.44049182534217834},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.41573137044906616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40364766120910645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3476197123527527},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33729350566864014},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.3011918067932129},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.271594375371933},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14894461631774902},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11388972401618958},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.07593944668769836},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.07148325443267822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696131467819214},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6749141812324524},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5628212094306946},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4822472035884857},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4760201573371887},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.44049182534217834},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.41573137044906616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40364766120910645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3476197123527527},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33729350566864014},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.3011918067932129},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.271594375371933},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14894461631774902},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11388972401618958},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.07593944668769836},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.07148325443267822},{"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/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583133.3590546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590546","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 Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1543520236","https://openalex.org/W1588382077","https://openalex.org/W2098907614","https://openalex.org/W2166928920","https://openalex.org/W2770581177","https://openalex.org/W2968953735","https://openalex.org/W4252235309","https://openalex.org/W4284962672","https://openalex.org/W4292387291","https://openalex.org/W4293370649","https://openalex.org/W4323896969"],"related_works":["https://openalex.org/W187987682","https://openalex.org/W2185192838","https://openalex.org/W2069961172","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W1971939018","https://openalex.org/W2146297781","https://openalex.org/W2612484291"],"abstract_inverted_index":{"Multitask":[0,11],"learning":[1],"has":[2,14,67],"attracted":[3],"widespread":[4],"attention":[5],"to":[6,18,53,62,80,89,99,168],"handle":[7],"multiple":[8,23,58],"tasks":[9,30,59,117,123,170],"simultaneously.":[10,31],"genetic":[12,33,176],"programming":[13],"been":[15],"successfully":[16],"used":[17],"learn":[19],"scheduling":[20,29,37],"heuristics":[21,38],"for":[22,74,93,105],"multi-objective":[24],"dynamic":[25],"flexible":[26],"job":[27],"shop":[28],"With":[32],"programming,":[34],"the":[35,46,69,82,102,112,118,125,132,137,154,160],"learned":[36,133,161],"consist":[39],"of":[40,48,71],"terminals":[41,56,84,92,103,119],"that":[42,111,131],"are":[43],"extracted":[44],"from":[45],"features":[47],"specific":[49,167],"tasks.":[50,107],"However,":[51],"how":[52],"set":[54],"proper":[55],"with":[57,140,171],"still":[60],"needs":[61],"be":[63,166],"investigated.":[64],"This":[65],"paper":[66],"investigated":[68],"effectiveness":[70],"three":[72],"strategies":[73],"this":[75],"purpose,":[76],"i.e.,":[77],"intersection":[78],"strategy":[79,88,98,114,142],"use":[81],"common":[83],"between":[85,150],"tasks,":[86,95],"separation":[87],"apply":[90],"different":[91,94],"and":[96,157],"union":[97,113,141],"utilise":[100],"all":[101,106,122],"needed":[104,120],"The":[108],"results":[109],"show":[110],"which":[115],"gives":[116],"by":[121,136,175],"performs":[124],"best.":[126],"In":[127],"addition,":[128],"we":[129],"find":[130],"routing/sequencing":[134,162],"rule":[135,163],"developed":[138],"algorithm":[139],"in":[143],"one":[144],"multitask":[145],"scenario":[146],"can":[147,164],"share":[148],"knowledge":[149,173],"each":[151],"other.":[152],"On":[153],"other":[155],"hand":[156],"more":[158],"importantly,":[159],"also":[165],"their":[169],"distinguished":[172],"represented":[174],"materials.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}