{"id":"https://openalex.org/W4411600753","doi":"https://doi.org/10.1109/cec65147.2025.11043041","title":"Preference-Based Multi-Objective Genetic Programming for Energy-Efficient Dynamic Flexible Job Shop Scheduling","display_name":"Preference-Based Multi-Objective Genetic Programming for Energy-Efficient Dynamic Flexible Job Shop Scheduling","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411600753","doi":"https://doi.org/10.1109/cec65147.2025.11043041"},"language":"en","primary_location":{"id":"doi:10.1109/cec65147.2025.11043041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","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/A5005319631","display_name":"Zhuoyin Qiao","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":true,"raw_author_name":"Zhuoyin Qiao","raw_affiliation_strings":["Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","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":false,"raw_author_name":"Fangfang Zhang","raw_affiliation_strings":["Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140","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,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140","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,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140"],"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington,Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science,Wellington,New Zealand,6140","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005319631"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24202602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9929999709129333,"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":0.9929999709129333,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9664000272750854,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9553999900817871,"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/computer-science","display_name":"Computer science","score":0.681884229183197},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5162127614021301},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4873143136501312},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4763526916503906},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.47002434730529785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26360273361206055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1378692388534546},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10285329818725586},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09847810864448547},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.09238287806510925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06838580965995789}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681884229183197},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5162127614021301},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4873143136501312},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4763526916503906},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.47002434730529785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26360273361206055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1378692388534546},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10285329818725586},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09847810864448547},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.09238287806510925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06838580965995789}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec65147.2025.11043041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1810830047","https://openalex.org/W2056654250","https://openalex.org/W2072661909","https://openalex.org/W2110828487","https://openalex.org/W2136386226","https://openalex.org/W2147926599","https://openalex.org/W2161819088","https://openalex.org/W2744815299","https://openalex.org/W2756578209","https://openalex.org/W2900445952","https://openalex.org/W2903557254","https://openalex.org/W2921981915","https://openalex.org/W2968953735","https://openalex.org/W3007341820","https://openalex.org/W3017214682","https://openalex.org/W3153326479","https://openalex.org/W4252235309","https://openalex.org/W4293370649","https://openalex.org/W4295715853","https://openalex.org/W4323896969","https://openalex.org/W4390964711","https://openalex.org/W4400412542","https://openalex.org/W4402350665","https://openalex.org/W6636658889"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Energy-Efficient":[0],"dynamic":[1],"flexible":[2],"job":[3],"shop":[4],"scheduling":[5,145],"(E-DFJSS)":[6],"is":[7,113],"a":[8,97],"valuable":[9],"real-world":[10],"combinational":[11],"optimisation":[12,64],"problem.":[13],"As":[14],"an":[15],"important":[16],"variant":[17],"of":[18,61,76,143,152],"DFJSS,":[19],"E-DFJSS":[20],"aims":[21],"to":[22,38,119],"optimise":[23],"trade-off":[24,52],"between":[25,53],"production":[26,54],"effectiveness":[27,55,142],"and":[28,56,107,126,150],"energy":[29,57],"consumption.":[30],"Genetic":[31],"Programming":[32],"(GP)":[33],"has":[34],"been":[35],"successfully":[36],"used":[37],"learn":[39],"dispatching":[40],"rules":[41],"in":[42,79,88],"E-DFJSS.":[43,103,121],"Nevertheless,":[44],"different":[45,48],"users":[46],"have":[47],"preferences":[49,133],"on":[50,124,128],"the":[51,59,74,80,116,136,141],"consumption,":[58],"studies":[60],"preference-based":[62,71,98],"multi-objective":[63,99],"algorithms":[65],"are":[66],"limited.":[67],"These":[68],"existing":[69],"related":[70],"methods":[72],"face":[73],"issue":[75],"premature":[77],"convergence":[78,151],"early":[81],"stage":[82],"when":[83],"solving":[84],"E-DFJSS,":[85],"which":[86],"results":[87,123],"insufficient":[89],"diversity.":[90],"To":[91],"address":[92],"these":[93],"challenges,":[94],"we":[95],"develop":[96],"GP":[100],"approach":[101],"for":[102],"A":[104],"fusion":[105],"r-dominance":[106],"achievement":[108],"scalarising":[109],"function":[110],"dominance":[111],"criterion":[112],"embedded":[114],"into":[115],"proposed":[117,137],"algorithm":[118],"solve":[120],"Experimental":[122],"training":[125],"test":[127],"three":[129],"scenarios":[130],"with":[131],"four":[132],"show":[134],"that":[135],"method":[138],"could":[139],"improve":[140],"learned":[144],"heuristics":[146],"by":[147],"balancing":[148],"diversity":[149],"evolutionary":[153],"progress.":[154]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}