{"id":"https://openalex.org/W4385760570","doi":"https://doi.org/10.3390/a16080386","title":"Reducing Nervousness in Master Production Planning: A Systematic Approach Incorporating Product-Driven Strategies","display_name":"Reducing Nervousness in Master Production Planning: A Systematic Approach Incorporating Product-Driven Strategies","publication_year":2023,"publication_date":"2023-08-11","ids":{"openalex":"https://openalex.org/W4385760570","doi":"https://doi.org/10.3390/a16080386"},"language":"en","primary_location":{"id":"doi:10.3390/a16080386","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16080386","pdf_url":"https://www.mdpi.com/1999-4893/16/8/386/pdf?version=1691734213","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/16/8/386/pdf?version=1691734213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040696068","display_name":"Patricio S\u00e1ez","orcid":"https://orcid.org/0000-0002-0113-3644"},"institutions":[{"id":"https://openalex.org/I172787465","display_name":"University of Concepci\u00f3n","ror":"https://ror.org/0460jpj73","country_code":"CL","type":"education","lineage":["https://openalex.org/I172787465"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Patricio S\u00e1ez","raw_affiliation_strings":["Department of Statistics, Universidad de Concepci\u00f3n, Concepci\u00f3n 4030000, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Universidad de Concepci\u00f3n, Concepci\u00f3n 4030000, Chile","institution_ids":["https://openalex.org/I172787465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025354135","display_name":"Carlos Herrera","orcid":"https://orcid.org/0000-0003-1369-9861"},"institutions":[{"id":"https://openalex.org/I172787465","display_name":"University of Concepci\u00f3n","ror":"https://ror.org/0460jpj73","country_code":"CL","type":"education","lineage":["https://openalex.org/I172787465"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Carlos Herrera","raw_affiliation_strings":["Department of Industrial Engineering, Universidad de Concepci\u00f3n, Concepci\u00f3n 4030000, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Universidad de Concepci\u00f3n, Concepci\u00f3n 4030000, Chile","institution_ids":["https://openalex.org/I172787465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110230758","display_name":"V\u00edctor Parada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148528","display_name":"Complex Engineering System Institute","ror":"https://ror.org/04wnc7270","country_code":"CL","type":"facility","lineage":["https://openalex.org/I4210148528"]},{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Victor Parada","raw_affiliation_strings":["Department of Informatics Engineering, Universidad de Santiago de Chile, Santiago 8320000, Chile","Instituto Sistemas Complejos de Ingenier\u00eda (ISCI), Santiago 8320000, Chile"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Universidad de Santiago de Chile, Santiago 8320000, Chile","institution_ids":["https://openalex.org/I10457146"]},{"raw_affiliation_string":"Instituto Sistemas Complejos de Ingenier\u00eda (ISCI), Santiago 8320000, Chile","institution_ids":["https://openalex.org/I4210148528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040696068"],"corresponding_institution_ids":["https://openalex.org/I172787465"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.6011,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73464709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"16","issue":"8","first_page":"386","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.998199999332428,"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":0.998199999332428,"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":0.9950000047683716,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9901000261306763,"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/production","display_name":"Production (economics)","score":0.6462106108665466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6263645887374878},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5649314522743225},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.562682032585144},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.5374532341957092},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.5359718203544617},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5184428691864014},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.517537534236908},{"id":"https://openalex.org/keywords/production-schedule","display_name":"Production schedule","score":0.47089508175849915},{"id":"https://openalex.org/keywords/product-lifecycle","display_name":"Product lifecycle","score":0.44960904121398926},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3981936573982239},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.35547924041748047},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.35345458984375},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32600104808807373},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3209310472011566},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.24852511286735535},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20948973298072815},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1798948347568512},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15630045533180237},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.10067680478096008},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0870274007320404}],"concepts":[{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6462106108665466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263645887374878},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5649314522743225},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.562682032585144},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.5374532341957092},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.5359718203544617},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5184428691864014},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.517537534236908},{"id":"https://openalex.org/C2778420936","wikidata":"https://www.wikidata.org/wiki/Q7247843","display_name":"Production schedule","level":3,"score":0.47089508175849915},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.44960904121398926},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3981936573982239},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.35547924041748047},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.35345458984375},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32600104808807373},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3209310472011566},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24852511286735535},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20948973298072815},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1798948347568512},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15630045533180237},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.10067680478096008},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0870274007320404},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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":3,"locations":[{"id":"doi:10.3390/a16080386","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16080386","pdf_url":"https://www.mdpi.com/1999-4893/16/8/386/pdf?version=1691734213","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5f8cfa0e630a488b94a0a52501509a96","is_oa":true,"landing_page_url":"https://doaj.org/article/5f8cfa0e630a488b94a0a52501509a96","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 16, Iss 8, p 386 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/16/8/386/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a16080386","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Algorithms; Volume 16; Issue 8; Pages: 386","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a16080386","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16080386","pdf_url":"https://www.mdpi.com/1999-4893/16/8/386/pdf?version=1691734213","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1915480318","display_name":null,"funder_award_id":"061919PD","funder_id":"https://openalex.org/F4320334819","funder_display_name":"Departamento de Investigaciones Cient\u00edficas y Tecnol\u00f3gicas, Universidad de Santiago de Chile"},{"id":"https://openalex.org/G3087504699","display_name":null,"funder_award_id":"ANID PIA/PUENTE AFB220003","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G3249603857","display_name":null,"funder_award_id":"DICYT","funder_id":"https://openalex.org/F4320309589","funder_display_name":"Universidad de Santiago de Chile"},{"id":"https://openalex.org/G506091021","display_name":null,"funder_award_id":"AFB220003","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G7302784666","display_name":null,"funder_award_id":"AFB22000","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G7375911849","display_name":null,"funder_award_id":"PIA/PUENTE AFB220003","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G841852283","display_name":null,"funder_award_id":"DICYT-USACH","funder_id":"https://openalex.org/F4320334819","funder_display_name":"Departamento de Investigaciones Cient\u00edficas y Tecnol\u00f3gicas, Universidad de Santiago de Chile"}],"funders":[{"id":"https://openalex.org/F4320309589","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91"},{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null},{"id":"https://openalex.org/F4320334819","display_name":"Departamento de Investigaciones Cient\u00edficas y Tecnol\u00f3gicas, Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385760570.pdf"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W606607346","https://openalex.org/W653996911","https://openalex.org/W657993094","https://openalex.org/W1455871498","https://openalex.org/W1847368701","https://openalex.org/W1979160076","https://openalex.org/W1987489662","https://openalex.org/W1987747507","https://openalex.org/W1990688481","https://openalex.org/W2007611446","https://openalex.org/W2014065436","https://openalex.org/W2044181383","https://openalex.org/W2044447581","https://openalex.org/W2048383375","https://openalex.org/W2053099735","https://openalex.org/W2062398816","https://openalex.org/W2062604839","https://openalex.org/W2063102987","https://openalex.org/W2070454992","https://openalex.org/W2070735019","https://openalex.org/W2076038604","https://openalex.org/W2076616847","https://openalex.org/W2084048770","https://openalex.org/W2124163430","https://openalex.org/W2149245984","https://openalex.org/W2149798581","https://openalex.org/W2245789637","https://openalex.org/W2321190861","https://openalex.org/W2508346077","https://openalex.org/W2547879371","https://openalex.org/W2554825859","https://openalex.org/W2567569488","https://openalex.org/W2605476039","https://openalex.org/W2735835559","https://openalex.org/W2800407271","https://openalex.org/W2809201089","https://openalex.org/W2883774583","https://openalex.org/W2888425227","https://openalex.org/W2889812401","https://openalex.org/W2901794634","https://openalex.org/W2906924853","https://openalex.org/W2921417782","https://openalex.org/W2933496093","https://openalex.org/W2963096115","https://openalex.org/W3011065538","https://openalex.org/W3089876230","https://openalex.org/W3103335350","https://openalex.org/W4200075495","https://openalex.org/W4246250460","https://openalex.org/W4321438615","https://openalex.org/W6639061237","https://openalex.org/W6690680120","https://openalex.org/W6731114490","https://openalex.org/W6737919741"],"related_works":["https://openalex.org/W2095282986","https://openalex.org/W2386253153","https://openalex.org/W2161310961","https://openalex.org/W2058692864","https://openalex.org/W1783545079","https://openalex.org/W2051462747","https://openalex.org/W3207566109","https://openalex.org/W2384696745","https://openalex.org/W1858118664","https://openalex.org/W1489645497"],"abstract_inverted_index":{"Manufacturing":[0],"companies":[1],"face":[2],"a":[3,23,66,77,90,120,130,145],"significant":[4],"challenge":[5],"when":[6],"developing":[7],"their":[8],"master":[9,72,121],"production":[10,73,87,99,108,122],"schedule,":[11],"navigating":[12],"unforeseen":[13],"disruptions":[14],"during":[15],"daily":[16],"operations.":[17],"Moreover,":[18],"fluctuations":[19],"in":[20,37,58,141],"demand":[21],"pose":[22],"substantial":[24],"risk":[25],"to":[26,47,69],"scheduling":[27],"and":[28,35,54],"are":[29],"the":[30,38,71,106,116],"main":[31],"cause":[32],"of":[33,93],"instability":[34],"uncertainty":[36,49,95],"system.":[39],"To":[40],"address":[41],"these":[42],"challenges,":[43],"employing":[44],"flexible":[45],"systems":[46],"mitigate":[48],"without":[50,96],"incurring":[51],"additional":[52],"costs":[53],"generate":[55],"sustainable":[56],"responses":[57],"industrial":[59],"applications":[60],"is":[61],"crucial.":[62],"This":[63,80],"paper":[64],"proposes":[65],"product-driven":[67],"system":[68,81],"complement":[70],"plan":[74,123],"generated":[75],"by":[76],"mathematical":[78],"model.":[79],"incorporates":[82],"intelligent":[83],"agents":[84,102],"that":[85],"make":[86],"decisions":[88],"with":[89,144],"function":[91],"capable":[92],"reducing":[94],"significantly":[97],"increasing":[98],"costs.":[100],"The":[101,134],"modify":[103],"or":[104,113],"determine":[105],"forecasted":[107],"quantities":[109],"for":[110,126],"each":[111],"cycle":[112],"period.":[114],"In":[115],"case":[117],"study":[118],"conducted,":[119],"was":[124],"established":[125],"12":[127],"products":[128],"over":[129],"one-year":[131],"time":[132],"horizon.":[133],"proposed":[135],"solution":[136],"achieved":[137],"an":[138],"11.42%":[139],"reduction":[140],"uncertainty,":[142],"albeit":[143],"2.39%":[146],"cost":[147],"increase.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2023-08-12T00:00:00"}