{"id":"https://openalex.org/W3009372089","doi":"https://doi.org/10.4018/ijfsa.2020040101","title":"Integrating a Weighted Additive Multiple Objective Linear Model with Possibilistic Linear Programming for Fuzzy Aggregate Production Planning Problems","display_name":"Integrating a Weighted Additive Multiple Objective Linear Model with Possibilistic Linear Programming for Fuzzy Aggregate Production Planning Problems","publication_year":2020,"publication_date":"2020-03-06","ids":{"openalex":"https://openalex.org/W3009372089","doi":"https://doi.org/10.4018/ijfsa.2020040101","mag":"3009372089"},"language":"en","primary_location":{"id":"doi:10.4018/ijfsa.2020040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy System Applications","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/A5000518084","display_name":"Navee Chiadamrong","orcid":"https://orcid.org/0000-0003-2378-2482"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Navee Chiadamrong","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082864113","display_name":"Noppasorn Sutthibutr","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noppasorn Sutthibutr","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat university, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat university, Thailand","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0204,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75291186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"2","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7778128385543823},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.7626858353614807},{"id":"https://openalex.org/keywords/aggregate-planning","display_name":"Aggregate planning","score":0.6953069567680359},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.630023181438446},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6027787923812866},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.593508243560791},{"id":"https://openalex.org/keywords/total-cost","display_name":"Total cost","score":0.5412094593048096},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.49088484048843384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44068267941474915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3862164318561554},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33097130060195923},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1538843810558319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09536400437355042}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7778128385543823},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.7626858353614807},{"id":"https://openalex.org/C160383950","wikidata":"https://www.wikidata.org/wiki/Q10350230","display_name":"Aggregate planning","level":4,"score":0.6953069567680359},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.630023181438446},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6027787923812866},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.593508243560791},{"id":"https://openalex.org/C182299520","wikidata":"https://www.wikidata.org/wiki/Q1289588","display_name":"Total cost","level":2,"score":0.5412094593048096},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.49088484048843384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44068267941474915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3862164318561554},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33097130060195923},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1538843810558319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09536400437355042},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijfsa.2020040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy System Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jfsa00:v:9:y:2020:i:2:p:1-30","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJFSA.2020040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W60144559","https://openalex.org/W908018526","https://openalex.org/W1495064961","https://openalex.org/W1968639152","https://openalex.org/W1981796619","https://openalex.org/W1988131669","https://openalex.org/W2002038659","https://openalex.org/W2018357431","https://openalex.org/W2018402870","https://openalex.org/W2031871330","https://openalex.org/W2032914142","https://openalex.org/W2033746600","https://openalex.org/W2036014629","https://openalex.org/W2039565581","https://openalex.org/W2042663073","https://openalex.org/W2051345817","https://openalex.org/W2060186740","https://openalex.org/W2070208745","https://openalex.org/W2086248552","https://openalex.org/W2099867994","https://openalex.org/W2100131511","https://openalex.org/W2108739594","https://openalex.org/W2120588937","https://openalex.org/W2124409483","https://openalex.org/W2142683783","https://openalex.org/W2143231526","https://openalex.org/W2289563003","https://openalex.org/W2463316892","https://openalex.org/W2499523490","https://openalex.org/W2519813833","https://openalex.org/W2570712302","https://openalex.org/W2571585766","https://openalex.org/W3034760366","https://openalex.org/W4229703161","https://openalex.org/W4230166354","https://openalex.org/W4379373144","https://openalex.org/W6997164907"],"related_works":["https://openalex.org/W1455092226","https://openalex.org/W619896542","https://openalex.org/W2246204097","https://openalex.org/W3155798142","https://openalex.org/W3136285062","https://openalex.org/W2381513313","https://openalex.org/W1577304272","https://openalex.org/W599766266","https://openalex.org/W177641181","https://openalex.org/W2276167528"],"abstract_inverted_index":{"This":[0],"study":[1,55],"uses":[2],"an":[3,29],"integrated":[4],"optimization":[5],"method":[6],"by":[7],"applying":[8],"a":[9,142,151],"weighted":[10],"additive":[11],"multiple":[12,111,116],"objective":[13,117],"linear":[14,118],"model":[15,119],"with":[16],"Possibilistic":[17],"Linear":[18,139],"Programming":[19,140],"(PLP)":[20],"to":[21,57,133],"fuzzy":[22,115],"Aggregate":[23],"Production":[24],"Planning":[25],"(APP)":[26],"problems":[27],"under":[28],"uncertain":[30],"environment.":[31],"The":[32,51,77,121],"uncertainty":[33],"conditions":[34],"include":[35],"uncertainties":[36],"of":[37,53,61,66,72,86,94,103,123],"operating":[38],"times":[39],"and":[40,70,99],"costs,":[41,90,98],"customer":[42],"demand,":[43],"labor":[44,75],"level,":[45],"as":[46,48,110],"well":[47],"machine":[49],"capacity.":[50],"aim":[52],"this":[54],"is":[56,131,149],"minimize":[58],"total":[59,89,97,106],"costs":[60,71,107],"the":[62,67,82,87,92,101,114,124,129,134],"plan":[63],"that":[64,128],"consist":[65],"production":[68],"cost":[69],"changes":[73],"in":[74],"level.":[76],"proposed":[78,125],"hybrid":[79],"approach":[80,126],"minimizes":[81,100],"most":[83],"possible":[84],"value":[85],"imprecise":[88],"maximizes":[91],"possibility":[93],"obtaining":[95,104],"lower":[96],"risk":[102],"higher":[105,152],"from":[108,138,146],"PLP":[109],"objectives":[112],"for":[113],"optimization.":[120],"outcome":[122],"shows":[127],"solution":[130,136,144],"closer":[132],"ideal":[135],"obtained":[137,145],"than":[141],"typical":[143],"PLP.":[147],"There":[148],"also":[150],"overall":[153],"satisfaction":[154],"value.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
