{"id":"https://openalex.org/W4405522699","doi":"https://doi.org/10.1109/iscit63075.2024.10793668","title":"An Integrated Approach Using Ant Colony Optimization and Genetic Algorithms for Fuel-Efficient and Safe Ship Routing Under Dynamic Weather Conditions","display_name":"An Integrated Approach Using Ant Colony Optimization and Genetic Algorithms for Fuel-Efficient and Safe Ship Routing Under Dynamic Weather Conditions","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4405522699","doi":"https://doi.org/10.1109/iscit63075.2024.10793668"},"language":"en","primary_location":{"id":"doi:10.1109/iscit63075.2024.10793668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscit63075.2024.10793668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 23rd International Symposium on Communications and Information Technologies (ISCIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115525453","display_name":"Tanat Pinrath","orcid":null},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tanat Pinrath","raw_affiliation_strings":["Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand","institution_ids":["https://openalex.org/I82475049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064256566","display_name":"Nattawat Pinrath","orcid":null},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Nattawat Pinrath","raw_affiliation_strings":["Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand","institution_ids":["https://openalex.org/I82475049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038592187","display_name":"Paphakorn Pittayachaval","orcid":null},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Paphakorn Pittayachaval","raw_affiliation_strings":["Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Engineering, Suranaree University of Technology,Nakhon Ratchasima,Thailand","institution_ids":["https://openalex.org/I82475049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82475049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38944903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9577999711036682,"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":0.9577999711036682,"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":0.9416000247001648,"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":0.9380000233650208,"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7789374589920044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6138699054718018},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5887143611907959},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5303258299827576},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.4757080674171448},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.44102755188941956},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3691176176071167},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3444516360759735},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2715638279914856},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2524885833263397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20016345381736755},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14961761236190796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09225499629974365}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7789374589920044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6138699054718018},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5887143611907959},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5303258299827576},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.4757080674171448},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.44102755188941956},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3691176176071167},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3444516360759735},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2715638279914856},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2524885833263397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20016345381736755},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14961761236190796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09225499629974365}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscit63075.2024.10793668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscit63075.2024.10793668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 23rd International Symposium on Communications and Information Technologies (ISCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1993811737","https://openalex.org/W1995609103","https://openalex.org/W2019100311","https://openalex.org/W2943407299","https://openalex.org/W3021173851","https://openalex.org/W3125953380","https://openalex.org/W4293773427","https://openalex.org/W4322767733","https://openalex.org/W4381165437","https://openalex.org/W4382766204"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W4399062323","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,20,36,49,61,91,95,101,113,117,128],"maritime":[4],"industry":[5],"has":[6],"faced":[7],"increasing":[8],"pressure":[9],"to":[10,18,47,127],"optimize":[11],"routes":[12,121],"for":[13],"better":[14],"fuel":[15,83,124],"efficiency":[16],"and":[17,43,53,76,90,99],"ensure":[19],"safety":[21],"of":[22,38,51],"vessels":[23],"amidst":[24],"dynamic":[25],"weather":[26,66],"conditions.":[27],"This":[28],"paper":[29],"introduces":[30],"an":[31,110],"innovative":[32],"approach":[33],"that":[34],"leverages":[35],"synergies":[37],"Ant":[39],"Colony":[40],"Optimization":[41],"(ACO)":[42],"Genetic":[44],"Algorithms":[45],"(GAs)":[46],"tackle":[48],"issue":[50],"fuel-efficient":[52],"safe":[54],"ship":[55,88],"routing.":[56],"The":[57,79,104],"proposed":[58,92],"method":[59,119],"calculates":[60],"cruising":[62,97],"speed":[63],"by":[64],"considering":[65],"conditions":[67],"such":[68],"as":[69,87],"wind":[70,72],"speed,":[71,89],"direction,":[73],"wave":[74,77],"height,":[75],"direction.":[78],"key":[80],"factor":[81],"affecting":[82],"consumption":[84,125],"is":[85],"identified":[86],"algorithm":[93],"determines":[94],"optimal":[96],"speeds":[98],"solves":[100],"routing":[102],"problem.":[103],"experimental":[105],"results":[106],"indicate":[107],"that,":[108],"despite":[109],"increase":[111],"in":[112],"total":[114],"route":[115],"length,":[116],"ACO":[118],"provides":[120],"with":[122],"lower":[123],"compared":[126],"traditional":[129],"Great":[130],"Circle":[131],"Route":[132],"method.":[133]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}