{"id":"https://openalex.org/W2795516617","doi":"https://doi.org/10.1108/k-10-2017-0386","title":"Supply chain network optimization with consideration of raw material and final product substitutions driven by price and carbon emissions","display_name":"Supply chain network optimization with consideration of raw material and final product substitutions driven by price and carbon emissions","publication_year":2018,"publication_date":"2018-04-04","ids":{"openalex":"https://openalex.org/W2795516617","doi":"https://doi.org/10.1108/k-10-2017-0386","mag":"2795516617"},"language":"en","primary_location":{"id":"doi:10.1108/k-10-2017-0386","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-10-2017-0386","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","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/A5101943156","display_name":"Chuanxu Wang","orcid":"https://orcid.org/0000-0001-6253-4196"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuanxu Wang","raw_affiliation_strings":["Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673043","display_name":"Yanbing Li","orcid":"https://orcid.org/0000-0002-0676-3709"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbing Li","raw_affiliation_strings":["Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040497742","display_name":"Zhengcai Wang","orcid":"https://orcid.org/0000-0002-1690-267X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengcai Wang","raw_affiliation_strings":["Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101943156"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":null,"apc_paid":null,"fwci":0.7082,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80509157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"47","issue":"8","first_page":"1585","last_page":"1603"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/raw-material","display_name":"Raw material","score":0.7583485841751099},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6241253018379211},{"id":"https://openalex.org/keywords/supply-chain-network","display_name":"Supply chain network","score":0.5833306312561035},{"id":"https://openalex.org/keywords/substitution","display_name":"Substitution (logic)","score":0.4668847620487213},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.46063029766082764},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4547845125198364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4536834955215454},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4411277174949646},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44019240140914917},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.440005362033844},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42904549837112427},{"id":"https://openalex.org/keywords/profit-maximization","display_name":"Profit maximization","score":0.4247146546840668},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.36722666025161743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23222258687019348},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19696840643882751},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.1947784721851349},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1811981201171875},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.16847515106201172},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09842488169670105}],"concepts":[{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.7583485841751099},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6241253018379211},{"id":"https://openalex.org/C2778397037","wikidata":"https://www.wikidata.org/wiki/Q17083947","display_name":"Supply chain network","level":4,"score":0.5833306312561035},{"id":"https://openalex.org/C2778220771","wikidata":"https://www.wikidata.org/wiki/Q1522579","display_name":"Substitution (logic)","level":2,"score":0.4668847620487213},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.46063029766082764},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4547845125198364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4536834955215454},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4411277174949646},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44019240140914917},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.440005362033844},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42904549837112427},{"id":"https://openalex.org/C2777780509","wikidata":"https://www.wikidata.org/wiki/Q1377422","display_name":"Profit maximization","level":3,"score":0.4247146546840668},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.36722666025161743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23222258687019348},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19696840643882751},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.1947784721851349},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1811981201171875},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.16847515106201172},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09842488169670105},{"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},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-10-2017-0386","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-10-2017-0386","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1482458384","https://openalex.org/W1965427990","https://openalex.org/W1980017455","https://openalex.org/W1981201320","https://openalex.org/W1985708177","https://openalex.org/W1996489345","https://openalex.org/W2034602924","https://openalex.org/W2048620347","https://openalex.org/W2048811628","https://openalex.org/W2059420248","https://openalex.org/W2064313189","https://openalex.org/W2068178778","https://openalex.org/W2075467772","https://openalex.org/W2081089147","https://openalex.org/W2081982895","https://openalex.org/W2095481161","https://openalex.org/W2110205957","https://openalex.org/W2129968864","https://openalex.org/W2155280778","https://openalex.org/W2163692899","https://openalex.org/W2293068345","https://openalex.org/W2327284859","https://openalex.org/W2606235375","https://openalex.org/W2610510549","https://openalex.org/W2741362534","https://openalex.org/W2754003965","https://openalex.org/W2784141244","https://openalex.org/W3122284005"],"related_works":["https://openalex.org/W2900864464","https://openalex.org/W2751558758","https://openalex.org/W2475480881","https://openalex.org/W2385288202","https://openalex.org/W2798679696","https://openalex.org/W2365061533","https://openalex.org/W2387046015","https://openalex.org/W2121723556","https://openalex.org/W4239446003","https://openalex.org/W2288977275"],"abstract_inverted_index":{"Purpose":[0],"This":[1,193],"paper":[2,194,230],"aims":[3,62],"to":[4,13,49,63,88,234],"develop":[5],"a":[6,82,232],"bi-objective":[7],"mixed":[8],"integer":[9],"non-linear":[10],"programing":[11],"model":[12,61,107],"optimize":[14],"the":[15,95,99,123,185,196,205,224,228],"supply":[16,38,135,177],"chain":[17,136,178],"networks":[18],"consisting":[19],"of":[20,76,98,102,125,188,198,220],"raw":[21,36,127,131,191,200],"material":[22,31,37,132,201],"providers,":[23],"final":[24,45,152],"product":[25,46,51,153],"manufacturers":[26],"and":[27,41,44,53,68,139,163,202,241],"distribution":[28],"centers.":[29],"Raw":[30],"substitution":[32,47,154,186,197,207,225],"caused":[33],"by":[34,85,209],"varying":[35],"amounts,":[39],"prices":[40,52],"carbon":[42,54,70,77,174,242],"emissions":[43,55,78,175,243],"due":[48],"different":[50],"are":[56,166],"considered.":[57],"Design/methodology/approach":[58],"The":[59,73,90,106,157],"proposed":[60],"achieve":[64],"total":[65,69],"profit":[66],"maximization":[67,83],"emission":[71],"minimization.":[72],"objective":[74,92,104],"function":[75,93],"is":[79,94,108,212,231],"converted":[80],"into":[81],"problem":[84],"changing":[86],"minimum":[87],"maximum.":[89],"composite":[91],"weighted":[96],"sum":[97],"bias":[100],"value":[101],"each":[103],"function.":[105],"then":[109],"solved":[110],"using":[111],"software":[112],"Lingo12.":[113],"Findings":[114],"Numerical":[115],"analysis":[116],"results":[117],"show":[118],"that":[119,142],"an":[120],"increase":[121],"in":[122,141,150,176,227,236],"number":[124,143],"alternate":[126],"materials":[128],"for":[129,244],"original":[130,221],"helps":[133],"improve":[134],"network":[137,179],"performance,":[138],"variation":[140],"causes":[144],"detectable":[145],"but":[146],"not":[147,183],"significant":[148],"changes":[149],"downstream":[151],"results.":[155],"Originality/value":[156],"major":[158],"differences":[159,235],"between":[160],"this":[161],"work":[162],"existing":[164],"research":[165,172,211],"as":[167],"follows:":[168],"first,":[169],"although":[170],"previous":[171,210],"considered":[173,184,208,226],"optimization,":[180],"it":[181],"has":[182],"effects":[187],"products":[189],"or":[190,217],"materials.":[192],"considers":[195],"both":[199],"productions.":[203],"Second,":[204],"item":[206],"derived":[213],"from":[214],"inventory":[215],"shortage":[216],"price":[218],"difference":[219],"items.":[222,245],"However,":[223],"present":[229],"response":[233],"purchase":[237],"price,":[238],"production":[239],"cost":[240]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}