{"id":"https://openalex.org/W2085530626","doi":"https://doi.org/10.1109/grc.2009.5255153","title":"Fuzzy genetic algorithm for the route of container ships","display_name":"Fuzzy genetic algorithm for the route of container ships","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2085530626","doi":"https://doi.org/10.1109/grc.2009.5255153","mag":"2085530626"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2009.5255153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2009.5255153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Granular Computing","raw_type":"proceedings-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/A5057826272","display_name":"Tzung-Nan Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tzung-Nan Chuang","raw_affiliation_strings":["National University of Tainan, Taiwan","National University of Tainan, China"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"National University of Tainan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102415411","display_name":"Chia-Tzu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I43518871","display_name":"National Kaohsiung Marine University","ror":"https://ror.org/00ca6fy54","country_code":"TW","type":"education","lineage":["https://openalex.org/I43518871"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Tzu Lin","raw_affiliation_strings":["National Kaohsiung Marine University, Taiwan","National Kaohsiung Marine University, China"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung Marine University, Taiwan","institution_ids":["https://openalex.org/I43518871"]},{"raw_affiliation_string":"National Kaohsiung Marine University, China","institution_ids":["https://openalex.org/I43518871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066516902","display_name":"Jung-Yuan Kung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jung-Yuan Kung","raw_affiliation_strings":["Chinese Naval Academy, China"],"affiliations":[{"raw_affiliation_string":"Chinese Naval Academy, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079081085","display_name":"Ming-Da Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Da Lin","raw_affiliation_strings":["National University of Tainan, Taiwan","National University of Tainan, China"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"National University of Tainan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057826272"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17589906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":null,"first_page":"107","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9991000294685364,"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/T11223","display_name":"Maritime Ports and Logistics","score":0.9991000294685364,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7468635439872742},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6942009925842285},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.6658340096473694},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6143492460250854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6057947278022766},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6016845107078552},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5974767208099365},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4825834333896637},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.43508023023605347},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39525866508483887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2128531038761139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14840251207351685},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13082212209701538},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11917626857757568}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7468635439872742},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6942009925842285},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.6658340096473694},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6143492460250854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6057947278022766},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6016845107078552},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5974767208099365},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4825834333896637},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.43508023023605347},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39525866508483887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2128531038761139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14840251207351685},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13082212209701538},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11917626857757568},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2009.5255153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2009.5255153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W219433537","https://openalex.org/W428585213","https://openalex.org/W585477707","https://openalex.org/W1497256448","https://openalex.org/W1973822995","https://openalex.org/W2019950953","https://openalex.org/W2038064429","https://openalex.org/W2060546438","https://openalex.org/W2074026973","https://openalex.org/W2970857329","https://openalex.org/W4230588984","https://openalex.org/W6617338072"],"related_works":["https://openalex.org/W2033002572","https://openalex.org/W2382243847","https://openalex.org/W2393556531","https://openalex.org/W2380898791","https://openalex.org/W2113205870","https://openalex.org/W2391064527","https://openalex.org/W2318009350","https://openalex.org/W65797845","https://openalex.org/W2358156957","https://openalex.org/W2391116541"],"abstract_inverted_index":{"Nowadays,":[0],"liner":[1,108],"shipping":[2,10,109,120],"has":[3],"become":[4],"a":[5,24,103],"constant":[6],"operation":[7],"model":[8],"for":[9,18,27,107],"companies,":[11],"and":[12,83,94,121],"scheduling":[13],"is":[14,21,45,63,111,132],"an":[15],"important":[16],"issue":[17],"operation.":[19],"It":[20],"well-known":[22],"that":[23],"nice":[25],"plan":[26],"route":[28,139],"of":[29,124,134,140],"container":[30,125,141],"ships":[31,126],"will":[32],"bring":[33],"long-term":[34],"profit":[35],"to":[36,47,66,97],"companies.":[37],"In":[38],"the":[39,42,51,69,73,136],"earlier":[40],"works,":[41],"market":[43,52,118],"demand":[44,53],"assumed":[46],"be":[48,55],"crisp.":[49],"However,":[50],"could":[54],"uncertain":[56],"in":[57,100],"real":[58],"world.":[59],"Fuzzy":[60],"sets":[61],"theory":[62],"frequently":[64],"used":[65],"deal":[67],"with":[68],"uncertainty":[70],"problem.":[71],"On":[72],"other":[74],"hand,":[75],"genetic":[76,105],"algorithm":[77,106,114],"owns":[78],"powerful":[79],"multi-objective":[80],"searching":[81],"capability":[82],"it":[84],"can":[85],"extensively":[86],"find":[87],"optimal":[88],"solutions":[89],"through":[90],"continuous":[91],"copy,":[92],"crossover,":[93],"mutation.":[95],"Due":[96],"these":[98],"advantages,":[99],"this":[101],"paper,":[102],"fuzzy":[104],"planning":[110],"proposed.":[112],"This":[113],"not":[115],"only":[116],"takes":[117],"demand,":[119],"berthing":[122],"time":[123],"into":[127],"account":[128],"simultaneously":[129],"but":[130],"also":[131],"capable":[133],"finding":[135],"most":[137],"suitable":[138],"ships.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}