{"id":"https://openalex.org/W3091812818","doi":"https://doi.org/10.1109/etfa46521.2020.9212038","title":"A novel strategy for balancing the workload of industrial lines based on a genetic algorithm","display_name":"A novel strategy for balancing the workload of industrial lines based on a genetic algorithm","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3091812818","doi":"https://doi.org/10.1109/etfa46521.2020.9212038","mag":"3091812818"},"language":"en","primary_location":{"id":"doi:10.1109/etfa46521.2020.9212038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9212038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/383656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008108577","display_name":"Isiah Zaplana","orcid":"https://orcid.org/0000-0002-0862-3240"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Isiah Zaplana","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024260493","display_name":"Emanuela Cepolina","orcid":null},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuela Cepolina","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024593559","display_name":"Fabrizio Faieta","orcid":null},"institutions":[{"id":"https://openalex.org/I2802798279","display_name":"Leonardo (Italy)","ror":"https://ror.org/0470vke61","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802798279"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Faieta","raw_affiliation_strings":["Fameccanica Data Spa, Pescara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fameccanica Data Spa, Pescara, Italy","institution_ids":["https://openalex.org/I2802798279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038916181","display_name":"Oronzo Lucia","orcid":null},"institutions":[{"id":"https://openalex.org/I2802798279","display_name":"Leonardo (Italy)","ror":"https://ror.org/0470vke61","country_code":"IT","type":"company","lineage":["https://openalex.org/I2802798279"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Oronzo Lucia","raw_affiliation_strings":["Fameccanica Data Spa, Pescara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fameccanica Data Spa, Pescara, Italy","institution_ids":["https://openalex.org/I2802798279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028964259","display_name":"Roberto Gagliardi","orcid":null},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Gagliardi","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068070478","display_name":"Khelifa Baizid","orcid":"https://orcid.org/0000-0002-3438-9291"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Khelifa Baizid","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066685976","display_name":"Mariapaola D\u2019Imperio","orcid":"https://orcid.org/0000-0002-6649-5320"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariapaola D'Imperio","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065930752","display_name":"Ferdinando Cannella","orcid":"https://orcid.org/0000-0001-7602-1850"},"institutions":[{"id":"https://openalex.org/I30771326","display_name":"Italian Institute of Technology","ror":"https://ror.org/042t93s57","country_code":"IT","type":"facility","lineage":["https://openalex.org/I30771326"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ferdinando Cannella","raw_affiliation_strings":["Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Robotics Department, Italian Institute of Technology (IIT), Genova, Italy","institution_ids":["https://openalex.org/I30771326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5423,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74409997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"49","issue":null,"first_page":"785","last_page":"792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","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/T12782","display_name":"Assembly Line Balancing Optimization","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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9991000294685364,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9952999949455261,"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/workload","display_name":"Workload","score":0.7186620235443115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7007356286048889},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5423823595046997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33154022693634033},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3254803419113159},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13037770986557007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12381049990653992}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7186620235443115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007356286048889},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5423823595046997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33154022693634033},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3254803419113159},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13037770986557007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12381049990653992}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa46521.2020.9212038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9212038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/383656","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/383656","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/383656","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/383656","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1607768087","https://openalex.org/W1976154322","https://openalex.org/W2000381225","https://openalex.org/W2033169346","https://openalex.org/W2061536951","https://openalex.org/W2073419943","https://openalex.org/W2152150600","https://openalex.org/W2466853372","https://openalex.org/W2475526082","https://openalex.org/W2495829672","https://openalex.org/W2524816336","https://openalex.org/W2736370193","https://openalex.org/W2754562452","https://openalex.org/W2774185825","https://openalex.org/W2793772218","https://openalex.org/W3023540311","https://openalex.org/W4301496463","https://openalex.org/W6636486754"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"One":[0],"major":[1],"problem":[2,61],"in":[3,23,84,152],"industrial":[4,89,99],"automation":[5],"is":[6,74],"the":[7,15,20,24,30,37,45,77,85,88,95,102,111,123,136,140,144,149,153,157,164,167,170],"workload":[8,78,165],"balancing":[9],"problem.":[10],"It":[11],"consists":[12],"of":[13,40,48,64,71,79,87,97,117,135,148],"making":[14],"robots":[16,150,168],"or,":[17],"more":[18],"generally,":[19],"machines,":[21],"involved":[22,151],"assembly":[25],"process":[26,82],"to":[27,75],"work":[28],"exactly":[29],"same,":[31],"either":[32],"by":[33,43,62,131],"picking":[34],"and":[35,104,146,155],"placing":[36],"same":[38,46],"number":[39,47],"pieces":[41],"or":[42],"having":[44],"operational":[49],"cycles.":[50],"This":[51],"paper":[52],"presents":[53],"a":[54,60,80,133],"novel":[55],"strategy":[56,73,158],"for":[57,162],"solving":[58],"such":[59],"means":[63],"an":[65,98,119,160],"evolutionary":[66],"algorithm.":[67],"The":[68,108],"specific":[69],"application":[70],"this":[72],"balance":[76],"pick-and-place":[81],"developed":[83],"facilities":[86],"company":[90,103],"Fameccanica":[91],"Spa":[92],"Data":[93],"within":[94],"framework":[96],"project":[100],"between":[101,166],"our":[105],"research":[106],"group.":[107],"novelties":[109],"concerning":[110],"state-of-the-art":[112],"contributions":[113],"are:":[114],"(1)":[115],"instead":[116],"using":[118,132],"explicit":[120],"fitness":[121],"function,":[122],"candidate":[124],"solutions":[125],"at":[126],"each":[127],"iteration":[128],"are":[129,143],"evaluated":[130],"simulation":[134],"entire":[137],"process;":[138],"(2)":[139],"parameters":[141],"optimized":[142],"velocity":[145],"acceleration":[147],"line":[154],"(3)":[156],"includes":[159],"algorithm":[161],"distributing":[163],"during":[169],"process.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2020-10-15T00:00:00"}