{"id":"https://openalex.org/W3009425805","doi":"https://doi.org/10.3390/axioms9010027","title":"Genetic Algorithm for Scheduling Optimization Considering Heterogeneous Containers: A Real-World Case Study","display_name":"Genetic Algorithm for Scheduling Optimization Considering Heterogeneous Containers: A Real-World Case Study","publication_year":2020,"publication_date":"2020-03-04","ids":{"openalex":"https://openalex.org/W3009425805","doi":"https://doi.org/10.3390/axioms9010027","mag":"3009425805"},"language":"en","primary_location":{"id":"doi:10.3390/axioms9010027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms9010027","pdf_url":"https://www.mdpi.com/2075-1680/9/1/27/pdf?version=1583324927","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/9/1/27/pdf?version=1583324927","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058092777","display_name":"Gilberto Rivera","orcid":"https://orcid.org/0000-0002-2365-4651"},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gilberto Rivera","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2365-4651","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico","institution_ids":["https://openalex.org/I114756412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110669659","display_name":"Luis Cisneros","orcid":null},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Luis Cisneros","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico","institution_ids":["https://openalex.org/I114756412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062311830","display_name":"J. Patricia S\u00e1nchez-Sol\u00eds","orcid":"https://orcid.org/0000-0001-5514-5061"},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Patricia S\u00e1nchez-Sol\u00eds","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5514-5061","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico","institution_ids":["https://openalex.org/I114756412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064414262","display_name":"Nelson Rangel-Valdez","orcid":"https://orcid.org/0000-0002-4745-2325"},"institutions":[{"id":"https://openalex.org/I177400693","display_name":"Instituto Tecnol\u00f3gico de Ciudad Madero","ror":"https://ror.org/04cymm537","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I177400693","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Nelson Rangel-Valdez","raw_affiliation_strings":["Postgraduate & Research Division, National Mexican Institute of Technology/Madero Institute of Technology, Cd. Madero, Tamaulipas 89440, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate & Research Division, National Mexican Institute of Technology/Madero Institute of Technology, Cd. Madero, Tamaulipas 89440, Mexico","institution_ids":["https://openalex.org/I177400693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051747387","display_name":"Jorge Rodas-Osollo","orcid":"https://orcid.org/0000-0001-6588-8336"},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge Rodas-Osollo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-6588-8336","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Autonomous University of Cd. Ju\u00e1rez, Cd. Ju\u00e1rez 32315, Mexico","institution_ids":["https://openalex.org/I114756412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110669659"],"corresponding_institution_ids":["https://openalex.org/I114756412"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":5.4939,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96633868,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"27","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9419999718666077,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9279999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6466121077537537},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6393864750862122},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.55025315284729},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4974077045917511},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4449392259120941},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.44460058212280273},{"id":"https://openalex.org/keywords/genetic-algorithm-scheduling","display_name":"Genetic algorithm scheduling","score":0.4436545670032501},{"id":"https://openalex.org/keywords/rate-monotonic-scheduling","display_name":"Rate-monotonic scheduling","score":0.33942872285842896},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3345503807067871},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1249951422214508},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11738112568855286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10196831822395325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466121077537537},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6393864750862122},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.55025315284729},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4974077045917511},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4449392259120941},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.44460058212280273},{"id":"https://openalex.org/C159022435","wikidata":"https://www.wikidata.org/wiki/Q5532874","display_name":"Genetic algorithm scheduling","level":5,"score":0.4436545670032501},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.33942872285842896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3345503807067871},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1249951422214508},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11738112568855286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10196831822395325},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/axioms9010027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms9010027","pdf_url":"https://www.mdpi.com/2075-1680/9/1/27/pdf?version=1583324927","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1220d5b412fb4a67af56a4c749f67483","is_oa":true,"landing_page_url":"https://doaj.org/article/1220d5b412fb4a67af56a4c749f67483","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms, Vol 9, Iss 1, p 27 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2075-1680/9/1/27/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/axioms9010027","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":"Axioms; Volume 9; Issue 1; Pages: 27","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/axioms9010027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms9010027","pdf_url":"https://www.mdpi.com/2075-1680/9/1/27/pdf?version=1583324927","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338388","display_name":"Eurostars","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3009425805.pdf","grobid_xml":"https://content.openalex.org/works/W3009425805.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1170510584","https://openalex.org/W1471164389","https://openalex.org/W1541508377","https://openalex.org/W1696168350","https://openalex.org/W1878040096","https://openalex.org/W1964625775","https://openalex.org/W1982043911","https://openalex.org/W2002189912","https://openalex.org/W2006353137","https://openalex.org/W2026063167","https://openalex.org/W2080156253","https://openalex.org/W2106561171","https://openalex.org/W2124913927","https://openalex.org/W2260286117","https://openalex.org/W2296271415","https://openalex.org/W2368956018","https://openalex.org/W2468546865","https://openalex.org/W2562530285","https://openalex.org/W2565531242","https://openalex.org/W2576178542","https://openalex.org/W2576960865","https://openalex.org/W2767303323","https://openalex.org/W2788407493","https://openalex.org/W2796372273","https://openalex.org/W2958747213","https://openalex.org/W2959171911","https://openalex.org/W2979258406","https://openalex.org/W4285719527","https://openalex.org/W4390723443","https://openalex.org/W6632644680"],"related_works":["https://openalex.org/W2741059494","https://openalex.org/W32630872","https://openalex.org/W2150034320","https://openalex.org/W2365679959","https://openalex.org/W4382280829","https://openalex.org/W4387445197","https://openalex.org/W2146800915","https://openalex.org/W2083786771","https://openalex.org/W131757205","https://openalex.org/W2335736814"],"abstract_inverted_index":{"In":[0],"this":[1,40,44],"paper,":[2],"we":[3,46],"develop":[4],"and":[5,48],"apply":[6],"a":[7,16,50,83],"genetic":[8,60],"algorithm":[9,68],"to":[10,28,92,116],"solve":[11],"surgery":[12],"scheduling":[13,35,70],"cases":[14],"in":[15,58],"Mexican":[17],"Public":[18],"Hospital.":[19],"Here,":[20],"one":[21],"of":[22,43,55,75,82,103],"the":[23,53,59,93,97,100,113,117],"most":[24],"challenging":[25],"issues":[26],"is":[27,105],"process":[29],"containers":[30,57],"with":[31,79],"heterogeneous":[32,56],"capacity.":[33],"Many":[34],"problems":[36],"do":[37],"not":[38],"share":[39],"restriction;":[41],"because":[42],"reason,":[45],"developed":[47],"implemented":[49],"strategy":[51],"for":[52,69],"processing":[54],"algorithm.":[61],"The":[62,73],"final":[63],"product":[64],"was":[65],"named":[66],"\u201cgenetic":[67],"optimization\u201d":[71],"(GAfSO).":[72],"results":[74],"GAfSO":[76,104,110],"were":[77],"tested":[78],"real":[80],"data":[81],"local":[84],"hospital.":[85],"Said":[86],"hospital":[87],"assigns":[88],"different":[89],"operational":[90],"time":[91],"operating":[94,118],"rooms":[95,119],"throughout":[96],"week.":[98],"Also,":[99],"computational":[101],"complexity":[102],"analyzed.":[106],"Results":[107],"show":[108],"that":[109],"can":[111],"assign":[112],"corresponding":[114],"capacity":[115],"while":[120],"optimizing":[121],"their":[122],"use.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-03-13T00:00:00"}