{"id":"https://openalex.org/W4413734835","doi":"https://doi.org/10.1007/978-3-032-03550-9_12","title":"Transformer-Based Approach for Fitness Prediction in the Flexible Job Shop Scheduling Problem","display_name":"Transformer-Based Approach for Fitness Prediction in the Flexible Job Shop Scheduling Problem","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413734835","doi":"https://doi.org/10.1007/978-3-032-03550-9_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-03550-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03550-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","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/A5078009039","display_name":"Shady Salama","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shady Salama","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003233807","display_name":"Mate Kovacs","orcid":"https://orcid.org/0000-0001-5999-8061"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mate Kovacs","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":null,"display_name":"Guhan Elangovan","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Guhan Elangovan","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Ibaraki, Osaka, 5678570, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078009039"],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50666473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9948999881744385,"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/T14011","display_name":"Elevator Systems and Control","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.5814964175224304},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.48626410961151123},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.45057421922683716},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.446679025888443},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.44031742215156555},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.42023220658302307},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23989254236221313},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.20372095704078674},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08551904559135437},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07247459888458252},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.04377177357673645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5814964175224304},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.48626410961151123},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.45057421922683716},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.446679025888443},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.44031742215156555},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.42023220658302307},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23989254236221313},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.20372095704078674},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08551904559135437},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07247459888458252},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.04377177357673645},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-03550-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03550-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1536647479","https://openalex.org/W1966097591","https://openalex.org/W1972328517","https://openalex.org/W2046437335","https://openalex.org/W2398671303","https://openalex.org/W2590959390","https://openalex.org/W2896457183","https://openalex.org/W3081248346","https://openalex.org/W3093994124","https://openalex.org/W3135302029","https://openalex.org/W3158196282","https://openalex.org/W3217690942","https://openalex.org/W4225401335","https://openalex.org/W4255654664","https://openalex.org/W4283750972","https://openalex.org/W4293147310","https://openalex.org/W4309777438","https://openalex.org/W4386554921","https://openalex.org/W4400933678","https://openalex.org/W4402427360"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W3204654320","https://openalex.org/W2025955409","https://openalex.org/W1577301438","https://openalex.org/W4401161891","https://openalex.org/W4200387451","https://openalex.org/W2091185677","https://openalex.org/W2369224372","https://openalex.org/W3193430754"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
