{"id":"https://openalex.org/W7203966401","doi":"https://doi.org/10.1007/s10845-026-02955-8","title":"An integrated RSM-ML approach for evaluating and predicting the performance of line balancing heuristics","display_name":"An integrated RSM-ML approach for evaluating and predicting the performance of line balancing heuristics","publication_year":2026,"publication_date":"2026-08-22","ids":{"openalex":"https://openalex.org/W7203966401","doi":"https://doi.org/10.1007/s10845-026-02955-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-026-02955-8","doi":"https://doi.org/10.1007/s10845-026-02955-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-026-02955-8","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5065782650","display_name":"Ahmad Abdelhafiz Mumani","orcid":"https://orcid.org/0000-0001-9998-1520","observed_orcids":["https://orcid.org/0000-0001-9998-1520"]},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Ahmad Mumani","raw_affiliation_strings":["Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan"],"raw_orcid":"https://orcid.org/0000-0001-9998-1520","affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147841120","display_name":"Hamza Ababneh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I230091363","display_name":"German Jordanian University","ror":"https://ror.org/02jgpyd84","country_code":"JO","type":"education","lineage":["https://openalex.org/I230091363"]},{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hamza Ababneh","raw_affiliation_strings":["Industrial Engineering Department, German Jordanian University, Amman, 11180, Jordan","Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, German Jordanian University, Amman, 11180, Jordan","institution_ids":["https://openalex.org/I230091363"]},{"raw_affiliation_string":"Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036644702","display_name":"Sinan Obaidat","orcid":"https://orcid.org/0009-0000-1589-691X","observed_orcids":["https://orcid.org/0009-0000-1589-691X"]},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Sinan Obaidat","raw_affiliation_strings":["Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, Yarmouk University, Irbid, 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065782650"],"corresponding_institution_ids":["https://openalex.org/I85507684"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9994999766349792,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9994999766349792,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.0,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"response surface methodology","score":0.9150000214576721},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8240000009536743},{"id":"https://openalex.org/keywords/desirability-function","display_name":"desirability function","score":0.6729999780654907},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.4869999885559082},{"id":"https://openalex.org/keywords/cycle-time","display_name":"cycle time","score":0.4490000009536743},{"id":"https://openalex.org/keywords/time-deviation","display_name":"time deviation","score":0.5849999785423279}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.847100019454956},{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.6295999884605408},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6220999956130981},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6007999777793884},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4749000072479248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4706000089645386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46059998869895935},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.46050000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3882000148296356},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3808000087738037},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.3628999888896942},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.28610000014305115},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2554999887943268},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10845-026-02955-8","doi":"https://doi.org/10.1007/s10845-026-02955-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-026-02955-8","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W98689640","https://openalex.org/W1574992792","https://openalex.org/W1605187329","https://openalex.org/W1966481103","https://openalex.org/W1968973647","https://openalex.org/W1972744847","https://openalex.org/W1990196077","https://openalex.org/W1991625760","https://openalex.org/W2006249330","https://openalex.org/W2016421260","https://openalex.org/W2027502121","https://openalex.org/W2059020966","https://openalex.org/W2067925095","https://openalex.org/W2069469251","https://openalex.org/W2070494355","https://openalex.org/W2072296741","https://openalex.org/W2085317433","https://openalex.org/W2106750610","https://openalex.org/W2112943632","https://openalex.org/W2126583902","https://openalex.org/W2127823468","https://openalex.org/W2138953334","https://openalex.org/W2156383833","https://openalex.org/W2162937363","https://openalex.org/W2213518643","https://openalex.org/W2264976770","https://openalex.org/W2413928150","https://openalex.org/W2521704238","https://openalex.org/W2568441559","https://openalex.org/W2724177073","https://openalex.org/W2791149409","https://openalex.org/W2793361636","https://openalex.org/W2887130754","https://openalex.org/W2903292733","https://openalex.org/W2921510246","https://openalex.org/W2938402086","https://openalex.org/W2940396447","https://openalex.org/W2970841341","https://openalex.org/W2987731717","https://openalex.org/W2999688972","https://openalex.org/W3012822644","https://openalex.org/W3035085177","https://openalex.org/W3041010006","https://openalex.org/W3091607144","https://openalex.org/W3119114852","https://openalex.org/W3122616290","https://openalex.org/W3176068515","https://openalex.org/W4224295161","https://openalex.org/W4255512601","https://openalex.org/W4280554508","https://openalex.org/W4293766269","https://openalex.org/W4296821605","https://openalex.org/W4296995030","https://openalex.org/W4308823564","https://openalex.org/W4313205292","https://openalex.org/W4313515411","https://openalex.org/W4319970815","https://openalex.org/W4361808607","https://openalex.org/W4367693316","https://openalex.org/W4377823538","https://openalex.org/W4384926818","https://openalex.org/W4386940977","https://openalex.org/W4388805976","https://openalex.org/W4392353049","https://openalex.org/W4401163278","https://openalex.org/W4401313417","https://openalex.org/W4405020380","https://openalex.org/W4409972147","https://openalex.org/W4412436984","https://openalex.org/W4414971055"],"related_works":["https://openalex.org/W4388805976","https://openalex.org/W1968973647","https://openalex.org/W4377823538","https://openalex.org/W2054792219","https://openalex.org/W2208376749","https://openalex.org/W2507862622","https://openalex.org/W3022063587","https://openalex.org/W7101119101","https://openalex.org/W1608329141","https://openalex.org/W2093073382"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2026-08-23T00:00:00"}