{"id":"https://openalex.org/W2146708234","doi":"https://doi.org/10.1109/tsmca.2009.2029557","title":"A Layered-Encoding Cascade Optimization Approach to Product-Mix Planning in High-Mix\u2013Low-Volume Manufacturing","display_name":"A Layered-Encoding Cascade Optimization Approach to Product-Mix Planning in High-Mix\u2013Low-Volume Manufacturing","publication_year":2009,"publication_date":"2009-09-24","ids":{"openalex":"https://openalex.org/W2146708234","doi":"https://doi.org/10.1109/tsmca.2009.2029557","mag":"2146708234"},"language":"en","primary_location":{"id":"doi:10.1109/tsmca.2009.2029557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmca.2009.2029557","pdf_url":null,"source":{"id":"https://openalex.org/S4210201610","display_name":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","issn_l":"1083-4427","issn":["1083-4427","1558-2426"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans","raw_type":"journal-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/A5075255362","display_name":"Siew Chin Neoh","orcid":"https://orcid.org/0000-0001-7024-8528"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siew-Chin Neoh","raw_affiliation_strings":["Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472","https://openalex.org/I4210089400"]},{"raw_affiliation_string":"[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053649976","display_name":"Norhashimah Morad","orcid":"https://orcid.org/0000-0001-9152-2362"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norhashimah Morad","raw_affiliation_strings":["Sch. of Ind. Technol., Univ. Sains Malaysia, Nibong Tebal, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Ind. Technol., Univ. Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072923302","display_name":"Chee Peng Lim","orcid":"https://orcid.org/0000-0003-4191-9083"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee-Peng Lim","raw_affiliation_strings":["Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472","https://openalex.org/I4210089400"]},{"raw_affiliation_string":"[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111521136","display_name":"Zalina Abdul Aziz","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zalina Abdul Aziz","raw_affiliation_strings":["Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472","https://openalex.org/I4210089400"]},{"raw_affiliation_string":"[Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia]","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9627,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92096939,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":"1","first_page":"133","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9983000159263611,"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/T11729","display_name":"Product Development and Customization","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/changeover","display_name":"Changeover","score":0.8739234805107117},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5269021987915039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5171151161193848},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5102550983428955},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.49003446102142334},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.46769216656684875},{"id":"https://openalex.org/keywords/product-mix","display_name":"Product mix","score":0.4388880729675293},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4191935062408447},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41143831610679626},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.40346381068229675},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32436060905456543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25834667682647705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1677343249320984},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14156785607337952},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10044780373573303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0832807719707489}],"concepts":[{"id":"https://openalex.org/C2780129190","wikidata":"https://www.wikidata.org/wiki/Q5071912","display_name":"Changeover","level":3,"score":0.8739234805107117},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5269021987915039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5171151161193848},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5102550983428955},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.49003446102142334},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46769216656684875},{"id":"https://openalex.org/C2988062762","wikidata":"https://www.wikidata.org/wiki/Q3084961","display_name":"Product mix","level":2,"score":0.4388880729675293},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4191935062408447},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41143831610679626},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.40346381068229675},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32436060905456543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25834667682647705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1677343249320984},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14156785607337952},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10044780373573303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0832807719707489},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmca.2009.2029557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmca.2009.2029557","pdf_url":null,"source":{"id":"https://openalex.org/S4210201610","display_name":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","issn_l":"1083-4427","issn":["1083-4427","1558-2426"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30048097","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1483268384","https://openalex.org/W1497256448","https://openalex.org/W1499714141","https://openalex.org/W1964581121","https://openalex.org/W1966253115","https://openalex.org/W1977040186","https://openalex.org/W1982229525","https://openalex.org/W1982777815","https://openalex.org/W2015973701","https://openalex.org/W2029631366","https://openalex.org/W2036428217","https://openalex.org/W2046544080","https://openalex.org/W2051300706","https://openalex.org/W2087600216","https://openalex.org/W2090619028","https://openalex.org/W2106334424","https://openalex.org/W2110210773","https://openalex.org/W2113687991","https://openalex.org/W2119545786","https://openalex.org/W2131034441","https://openalex.org/W2139248159","https://openalex.org/W2141249818","https://openalex.org/W2148287521","https://openalex.org/W2152195021","https://openalex.org/W2160694855","https://openalex.org/W2163587563","https://openalex.org/W2168819089","https://openalex.org/W2222230941","https://openalex.org/W2402846924","https://openalex.org/W6628886699","https://openalex.org/W6629731036","https://openalex.org/W6641787881","https://openalex.org/W6676979802"],"related_works":["https://openalex.org/W4386286239","https://openalex.org/W1521548618","https://openalex.org/W2276786401","https://openalex.org/W1488306886","https://openalex.org/W1578235985","https://openalex.org/W62059400","https://openalex.org/W2176689235","https://openalex.org/W2079457560","https://openalex.org/W4246991352","https://openalex.org/W2072016786"],"abstract_inverted_index":{"High-mix-low-volume":[0],"(HMLV)":[1],"production":[2,57,62,179],"is":[3,73,123,169],"currently":[4],"a":[5,11,22,44,67,136,157],"worldwide":[6],"manufacturing":[7,18,137,183],"trend.":[8],"It":[9],"requires":[10],"high":[12,89,92],"degree":[13],"of":[14,25,41,46,85,129,145,160],"customization":[15],"in":[16,27,30,114,181],"the":[17,51,56,83,96,143,146,161,166,178],"process":[19],"to":[20,32,60,75,141,171,176],"produce":[21],"wide":[23],"range":[24],"products":[26],"low":[28,86],"quantity":[29],"order":[31],"meet":[33,177],"customers'":[34],"demand":[35],"for":[36,110],"more":[37],"variety":[38],"and":[39,54,91,100,120,125,131,149,163],"choices":[40],"products.":[42],"Such":[43],"kind":[45],"business":[47],"environment":[48],"has":[49],"increased":[50],"conversion":[52,87],"time":[53],"decreased":[55],"efficiency":[58],"due":[59],"frequent":[61],"changeover.":[63],"In":[64],"this":[65],"paper,":[66],"layered-encoding":[68],"cascade":[69],"optimization":[70,103],"(LECO)":[71],"approach":[72,168],"proposed":[74,147],"develop":[76],"an":[77],"HMLV":[78,182],"product-mix":[79,174],"optimizer":[80,122],"that":[81],"exhibits":[82],"benefits":[84],"time,":[88],"productivity,":[90],"equipment":[93],"efficiency.":[94],"Specifically,":[95],"genetic":[97],"algorithm":[98],"(GA)":[99],"particle":[101],"swarm":[102],"(PSO)":[104],"techniques":[105],"are":[106,139],"employed":[107],"as":[108],"optimizers":[109],"different":[111,115],"decision":[112],"layers":[113],"LECO":[116,167],"models.":[117],"Each":[118],"GA":[119,148,162],"PSO":[121,150,164],"studied":[124],"compared.":[126],"A":[127],"number":[128],"hypothetical":[130],"real":[132],"data":[133],"sets":[134],"from":[135],"plant":[138],"used":[140],"evaluate":[142],"performance":[144],"optimizers.":[151],"The":[152],"results":[153],"indicate":[154],"that,":[155],"with":[156],"proper":[158],"selection":[159],"optimizers,":[165],"able":[170],"generate":[172],"high-quality":[173],"plans":[175],"demands":[180],"environments.":[184]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
