{"id":"https://openalex.org/W4386025854","doi":"https://doi.org/10.1109/access.2023.3307017","title":"Adaptive Dynamic Jumping Particle Swarm Optimization for Buffer Allocation in Unreliable Production Lines","display_name":"Adaptive Dynamic Jumping Particle Swarm Optimization for Buffer Allocation in Unreliable Production Lines","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386025854","doi":"https://doi.org/10.1109/access.2023.3307017"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3307017","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307017","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10225516.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10225516.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002879031","display_name":"Khelil Kassoul","orcid":"https://orcid.org/0000-0002-0792-0534"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Khelil Kassoul","raw_affiliation_strings":["Geneva School of Business Administration, University of Applied Sciences Western Switzerland (HES-SO), Geneva, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0792-0534","affiliations":[{"raw_affiliation_string":"Geneva School of Business Administration, University of Applied Sciences Western Switzerland (HES-SO), Geneva, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000570481","display_name":"Naoufel Cheikhrouhou","orcid":"https://orcid.org/0000-0003-2497-2528"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Naoufel Cheikhrouhou","raw_affiliation_strings":["Geneva School of Business Administration, University of Applied Sciences Western Switzerland (HES-SO), Geneva, Switzerland","IFM Business School, Geneva, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-2497-2528","affiliations":[{"raw_affiliation_string":"Geneva School of Business Administration, University of Applied Sciences Western Switzerland (HES-SO), Geneva, Switzerland","institution_ids":["https://openalex.org/I173439891"]},{"raw_affiliation_string":"IFM Business School, Geneva, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020998406","display_name":"Nicolas Zufferey","orcid":null},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nicolas Zufferey","raw_affiliation_strings":["Geneva School of Economics and Management (GSEM), University of Geneva, Geneva, Switzerland","Geneva School of Economics and Management, GSEM, University of Geneva, Geneva 4, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geneva School of Economics and Management (GSEM), University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Geneva School of Economics and Management, GSEM, University of Geneva, Geneva 4, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7524,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76520857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"90410","last_page":"90420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9976999759674072,"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":0.9900000095367432,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7916438579559326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.592486560344696},{"id":"https://openalex.org/keywords/buffer","display_name":"Buffer (optical fiber)","score":0.5693789720535278},{"id":"https://openalex.org/keywords/jumping","display_name":"Jumping","score":0.5167933702468872},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4859267771244049},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.41490811109542847},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4130322337150574},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3790537714958191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16297084093093872},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15948224067687988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12807747721672058},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12199881672859192},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10088464617729187},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07054272294044495}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7916438579559326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.592486560344696},{"id":"https://openalex.org/C145018004","wikidata":"https://www.wikidata.org/wiki/Q4985944","display_name":"Buffer (optical fiber)","level":2,"score":0.5693789720535278},{"id":"https://openalex.org/C2779897013","wikidata":"https://www.wikidata.org/wiki/Q1151752","display_name":"Jumping","level":2,"score":0.5167933702468872},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4859267771244049},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.41490811109542847},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4130322337150574},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3790537714958191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16297084093093872},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15948224067687988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12807747721672058},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12199881672859192},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10088464617729187},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07054272294044495},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2023.3307017","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307017","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10225516.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ff614aba6184b69beeaa2c019fb9ac6","is_oa":true,"landing_page_url":"https://doaj.org/article/9ff614aba6184b69beeaa2c019fb9ac6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 90410-90420 (2023)","raw_type":"article"},{"id":"pmh:oai:hesso.tind.io:12874","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/12874","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/12874","raw_type":"Text"},{"id":"pmh:oai:unige.ch:aou:unige:171810","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:171810","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, vol. 11 (2023) p. 90410-90420","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3307017","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307017","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10225516.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8812236311","display_name":null,"funder_award_id":"100018_182244","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386025854.pdf","grobid_xml":"https://content.openalex.org/works/W4386025854.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W27053906","https://openalex.org/W113054185","https://openalex.org/W374619451","https://openalex.org/W911028829","https://openalex.org/W1876848560","https://openalex.org/W1968899285","https://openalex.org/W1982932902","https://openalex.org/W1986790369","https://openalex.org/W1992367760","https://openalex.org/W1996584646","https://openalex.org/W2007535608","https://openalex.org/W2012199358","https://openalex.org/W2029428488","https://openalex.org/W2031052933","https://openalex.org/W2038667931","https://openalex.org/W2041669838","https://openalex.org/W2054745319","https://openalex.org/W2062278607","https://openalex.org/W2064493542","https://openalex.org/W2065437968","https://openalex.org/W2076162866","https://openalex.org/W2080096289","https://openalex.org/W2080963392","https://openalex.org/W2081663848","https://openalex.org/W2083951772","https://openalex.org/W2098186218","https://openalex.org/W2098469827","https://openalex.org/W2152195021","https://openalex.org/W2158341221","https://openalex.org/W2159472950","https://openalex.org/W2338087026","https://openalex.org/W2539793622","https://openalex.org/W2564843147","https://openalex.org/W2612978704","https://openalex.org/W2621249836","https://openalex.org/W2761345667","https://openalex.org/W2792256081","https://openalex.org/W2794588190","https://openalex.org/W2900971016","https://openalex.org/W2927065682","https://openalex.org/W2954840623","https://openalex.org/W2956757796","https://openalex.org/W2987800094","https://openalex.org/W3025693838","https://openalex.org/W3091899017","https://openalex.org/W3138074852","https://openalex.org/W3153848875","https://openalex.org/W4205370832","https://openalex.org/W4206492768","https://openalex.org/W4285172172","https://openalex.org/W4287890107","https://openalex.org/W4293499212","https://openalex.org/W4312367712","https://openalex.org/W4317881489","https://openalex.org/W6941283656"],"related_works":["https://openalex.org/W648845647","https://openalex.org/W2381882558","https://openalex.org/W4388849567","https://openalex.org/W2028157180","https://openalex.org/W2794245509","https://openalex.org/W2076434417","https://openalex.org/W2370727940","https://openalex.org/W2357205996","https://openalex.org/W2359700625","https://openalex.org/W2043374901"],"abstract_inverted_index":{"Over":[0],"the":[1,4,24,29,51,63,67,89,103,114,133,147,151,160,177,181,196,199,223,243,248,255,260],"past":[2],"half-century,":[3],"Buffer":[5],"Allocation":[6],"Problem":[7],"(BAP)":[8],"in":[9,53,127],"production":[10,36,56,64,68,211],"lines":[11],"has":[12],"remained":[13],"a":[14,35,46,97,129],"topic":[15],"of":[16,32,66,105,123,150,198,210,247],"continuous":[17],"interest":[18],"and":[19,41,76,143,190,245,265],"research.":[20],"In":[21],"this":[22,124,174],"context,":[23],"BAP":[25,52],"refers":[26],"to":[27,38,49,61,117,162,216,241],"determining":[28],"optimal":[30,119,170],"allocation":[31],"buffers":[33],"along":[34],"line":[37],"maximize":[39,62],"efficiency":[40,244,264],"productivity.":[42],"This":[43,157],"paper":[44],"presents":[45],"novel":[47],"approach":[48,80,125,179,258],"address":[50],"unreliable":[54],"serial":[55],"lines.":[57],"The":[58,78,121,138,231,251],"objective":[59],"is":[60,96],"rate":[65],"line,":[69],"which":[70],"directly":[71],"influences":[72],"its":[73],"overall":[74],"performance":[75],"profitability.":[77],"proposed":[79,178,200,249,256],"introduces":[81],"an":[82],"adaptive":[83,257],"simulation-optimization":[84],"methodology,":[85],"APSO,":[86],"that":[87,254],"leverages":[88],"particle":[90],"swarm":[91],"optimization":[92,99],"(PSO)":[93],"algorithm.":[94],"PSO":[95,134,152],"metaheuristic":[98],"technique":[100],"inspired":[101],"by":[102],"behavior":[104],"bird":[106],"flocking":[107],"or":[108],"fish":[109],"schooling,":[110],"where":[111],"particles":[112],"explore":[113],"solution":[115,188,266],"space":[116],"find":[118],"solutions.":[120,171],"novelty":[122],"lies":[126],"integrating":[128],"jumping":[130,139,175],"strategy":[131,140],"into":[132,146],"algorithm\u2019s":[135,182],"velocity":[136,148],"equation.":[137],"incorporates":[141],"logarithmic":[142],"exponential":[144],"functions":[145],"equation":[149],"algorithm,":[153],"utilizing":[154],"dynamic":[155],"parameters.":[156],"modification":[158],"enables":[159],"algorithm":[161],"quickly":[163],"converge":[164],"towards":[165],"(or":[166],"very":[167],"close":[168],"to)":[169],"By":[172],"incorporating":[173],"strategy,":[176],"enhances":[180],"exploration-exploitation":[183],"balance,":[184],"efficiently":[185],"navigating":[186],"complex":[187],"spaces":[189],"overcoming":[191],"local":[192],"optima.":[193],"To":[194],"evaluate":[195],"effectiveness":[197],"method,":[201],"extensive":[202],"numerical":[203],"experiments":[204,236],"are":[205,226],"conducted":[206],"using":[207],"various":[208],"instances":[209],"lines,":[212],"ranging":[213],"from":[214,222,234],"3":[215],"100":[217],"machines.":[218],"Additionally,":[219],"benchmark":[220,261],"algorithms":[221,262],"existing":[224],"literature":[225],"employed":[227],"for":[228],"comparison":[229],"purposes.":[230],"obtained":[232],"results":[233,252],"these":[235],"serve":[237],"as":[238],"empirical":[239],"evidence":[240],"demonstrate":[242],"accuracy":[246],"approach.":[250],"indicate":[253],"outperforms":[259],"regarding":[263],"quality.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
