{"id":"https://openalex.org/W3188105374","doi":"https://doi.org/10.3390/a14080234","title":"Maritime Supply Chain Optimization by Using Fuzzy Goal Programming","display_name":"Maritime Supply Chain Optimization by Using Fuzzy Goal Programming","publication_year":2021,"publication_date":"2021-08-09","ids":{"openalex":"https://openalex.org/W3188105374","doi":"https://doi.org/10.3390/a14080234","mag":"3188105374"},"language":"en","primary_location":{"id":"doi:10.3390/a14080234","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080234","pdf_url":"https://www.mdpi.com/1999-4893/14/8/234/pdf?version=1628840772","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/1999-4893/14/8/234/pdf?version=1628840772","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045021460","display_name":"Bekir \u015eahin","orcid":"https://orcid.org/0000-0003-2687-3419"},"institutions":[{"id":"https://openalex.org/I197507618","display_name":"Oman Medical College","ror":"https://ror.org/00eckk830","country_code":"OM","type":"healthcare","lineage":["https://openalex.org/I197507618"]}],"countries":["OM"],"is_corresponding":true,"raw_author_name":"Bekir Sahin","raw_affiliation_strings":["International Maritime College Oman, Suhar P.C. 111, Oman"],"affiliations":[{"raw_affiliation_string":"International Maritime College Oman, Suhar P.C. 111, Oman","institution_ids":["https://openalex.org/I197507618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055360829","display_name":"Devran Yaz\u0131r","orcid":"https://orcid.org/0000-0002-6825-8142"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Devran Yazir","raw_affiliation_strings":["Surmene Faculty of Maritime Sciences, Karadeniz Technical University, Trabzon 61080, Turkey"],"affiliations":[{"raw_affiliation_string":"Surmene Faculty of Maritime Sciences, Karadeniz Technical University, Trabzon 61080, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000629525","display_name":"Abdelsalam Adam Hamid","orcid":"https://orcid.org/0000-0002-9926-1950"},"institutions":[{"id":"https://openalex.org/I197507618","display_name":"Oman Medical College","ror":"https://ror.org/00eckk830","country_code":"OM","type":"healthcare","lineage":["https://openalex.org/I197507618"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Abdelsalam Adam Hamid","raw_affiliation_strings":["International Maritime College Oman, Suhar P.C. 111, Oman"],"affiliations":[{"raw_affiliation_string":"International Maritime College Oman, Suhar P.C. 111, Oman","institution_ids":["https://openalex.org/I197507618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008797868","display_name":"Noorul Shaiful Fitri Abdul Rahman","orcid":"https://orcid.org/0000-0002-6197-4664"},"institutions":[{"id":"https://openalex.org/I197507618","display_name":"Oman Medical College","ror":"https://ror.org/00eckk830","country_code":"OM","type":"healthcare","lineage":["https://openalex.org/I197507618"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Noorul Shaiful Fitri Abdul Rahman","raw_affiliation_strings":["International Maritime College Oman, Suhar P.C. 111, Oman"],"affiliations":[{"raw_affiliation_string":"International Maritime College Oman, Suhar P.C. 111, Oman","institution_ids":["https://openalex.org/I197507618"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045021460"],"corresponding_institution_ids":["https://openalex.org/I197507618"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.8296,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72504043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"8","first_page":"234","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9991999864578247,"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":0.9991999864578247,"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/T11223","display_name":"Maritime Ports and Logistics","score":0.9573000073432922,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9555000066757202,"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/goal-programming","display_name":"Goal programming","score":0.8130013346672058},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6979168057441711},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.680008053779602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6305953860282898},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5864444375038147},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5398932695388794},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.5104243159294128},{"id":"https://openalex.org/keywords/fuzzy-transportation","display_name":"Fuzzy transportation","score":0.4784538745880127},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.45375773310661316},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4469369053840637},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.440013587474823},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.316638708114624},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.30032879114151},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17665717005729675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13699382543563843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13107717037200928},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10585236549377441},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09577462077140808}],"concepts":[{"id":"https://openalex.org/C61157135","wikidata":"https://www.wikidata.org/wiki/Q1345279","display_name":"Goal programming","level":2,"score":0.8130013346672058},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6979168057441711},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.680008053779602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6305953860282898},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5864444375038147},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5398932695388794},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.5104243159294128},{"id":"https://openalex.org/C21214244","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy transportation","level":5,"score":0.4784538745880127},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.45375773310661316},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4469369053840637},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.440013587474823},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.316638708114624},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.30032879114151},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17665717005729675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13699382543563843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13107717037200928},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10585236549377441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09577462077140808},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a14080234","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080234","pdf_url":"https://www.mdpi.com/1999-4893/14/8/234/pdf?version=1628840772","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:a6fd57e9f6c44fdfaad82959a8cef6f2","is_oa":true,"landing_page_url":"https://doaj.org/article/a6fd57e9f6c44fdfaad82959a8cef6f2","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 14, Iss 8, p 234 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/14/8/234/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a14080234","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 14; Issue 8; Pages: 234","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a14080234","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080234","pdf_url":"https://www.mdpi.com/1999-4893/14/8/234/pdf?version=1628840772","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3188105374.pdf","grobid_xml":"https://content.openalex.org/works/W3188105374.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1973129879","https://openalex.org/W1985744206","https://openalex.org/W1994580593","https://openalex.org/W2009366122","https://openalex.org/W2013586104","https://openalex.org/W2015844393","https://openalex.org/W2048351464","https://openalex.org/W2080642769","https://openalex.org/W2081694128","https://openalex.org/W2089109958","https://openalex.org/W2093400038","https://openalex.org/W2133801846","https://openalex.org/W2156162410","https://openalex.org/W2172283389","https://openalex.org/W2299789278","https://openalex.org/W2341806142","https://openalex.org/W2528773668","https://openalex.org/W2586143219","https://openalex.org/W2598320148","https://openalex.org/W2806612825","https://openalex.org/W2904449771","https://openalex.org/W2911399089","https://openalex.org/W2924370719","https://openalex.org/W2925986526","https://openalex.org/W2948867543","https://openalex.org/W2995126632","https://openalex.org/W3006988149","https://openalex.org/W3020888034","https://openalex.org/W3040270633","https://openalex.org/W3048007572","https://openalex.org/W3048304795","https://openalex.org/W3104108161","https://openalex.org/W3112240722","https://openalex.org/W3129236868","https://openalex.org/W3140140844","https://openalex.org/W3149374525","https://openalex.org/W3156097448","https://openalex.org/W3171629044","https://openalex.org/W4240942057","https://openalex.org/W4285719527","https://openalex.org/W6666144485"],"related_works":["https://openalex.org/W154865872","https://openalex.org/W3092587919","https://openalex.org/W3176685661","https://openalex.org/W3134913179","https://openalex.org/W2796035101","https://openalex.org/W1618223651","https://openalex.org/W2425342526","https://openalex.org/W2041241614","https://openalex.org/W2399109054","https://openalex.org/W2331799229"],"abstract_inverted_index":{"Fuzzy":[0,69],"goal":[1,70,112,125],"programming":[2,71,113,126],"has":[3,19],"important":[4],"applications":[5],"in":[6,46,60],"many":[7,24,76],"areas":[8],"of":[9,29,34,43,54,75,81,89,91,96,100,110,146],"supply":[10],"chain,":[11],"logistics,":[12],"transportation":[13],"and":[14,21,40,66,94,118,140,157,183],"shipping":[15],"business.":[16],"Business":[17],"management":[18],"complications,":[20],"there":[22],"exist":[23],"interactions":[25],"between":[26],"the":[27,44,47,79,87,138,144,147,154,159],"factors":[28],"its":[30],"components.":[31],"The":[32,150],"locomotive":[33],"world":[35,48],"trade":[36],"is":[37,57,84],"maritime":[38,55],"transport":[39],"approximately":[41],"90%":[42],"products":[45],"are":[49,107],"transported":[50],"by":[51],"sea.":[52],"Optimization":[53],"operations":[56],"a":[58,171],"challenge":[59],"order":[61],"to":[62,85,163,168,179],"provide":[63],"technical,":[64],"operational":[65],"financial":[67],"benefits.":[68],"models":[72,117],"attract":[73],"interests":[74],"scholars,":[77],"therefore":[78],"objective":[80],"this":[82,174],"paper":[83,122],"investigate":[86],"problem":[88],"minimization":[90,95],"total":[92],"cost":[93],"loss":[97],"or":[98],"damage":[99],"containers":[101],"returned":[102],"from":[103,166],"destination":[104],"port.":[105],"There":[106],"various":[108],"types":[109],"fuzzy":[111,124,129],"problems":[114],"based":[115],"on":[116],"solution":[119,145,161],"methods.":[120],"This":[121],"employs":[123],"with":[127],"triangular":[128],"numbers,":[130],"membership":[131],"functions,":[132],"constraints,":[133],"assumptions":[134],"as":[135,137],"well":[136],"variables":[139],"parameters":[141],"for":[142],"optimizing":[143],"model":[148,152],"problem.":[149],"proposed":[151],"presents":[153],"mathematical":[155],"algorithm,":[156],"reveals":[158],"optimal":[160],"according":[162],"satisfaction":[164],"rank":[165],"0":[167],"1.":[169],"Providing":[170],"theoretical":[172],"background,":[173],"study":[175],"offers":[176],"novel":[177],"ideas":[178],"researchers,":[180],"decision":[181],"makers":[182],"authorities.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2021-08-16T00:00:00"}
