{"id":"https://openalex.org/W4408380449","doi":"https://doi.org/10.1007/s11831-025-10228-5","title":"A Comprehensive Review of the Tunicate Swarm Algorithm: Variations, Applications, and Results","display_name":"A Comprehensive Review of the Tunicate Swarm Algorithm: Variations, Applications, and Results","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408380449","doi":"https://doi.org/10.1007/s11831-025-10228-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11831-025-10228-5","doi":"https://doi.org/10.1007/s11831-025-10228-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11831-025-10228-5","pdf_url":null,"source":{"id":"https://openalex.org/S65486112","display_name":"Archives of Computational Methods in Engineering","issn_l":"1134-3060","issn":["1134-3060","1886-1784"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","latindex","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Archives of Computational Methods in Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5057928430","display_name":"Rong Zheng","orcid":"https://orcid.org/0000-0001-8829-0417","observed_orcids":["https://orcid.org/0000-0001-8829-0417"]},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]},{"id":"https://openalex.org/I64449678","display_name":"Putian University","ror":"https://ror.org/00jmsxk74","country_code":"CN","type":"education","lineage":["https://openalex.org/I64449678"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Zheng","raw_affiliation_strings":["New Engineering Industry College, Putian University, Putian, 351100, Fujian, China","School of Information Engineering, Sanming University, Sanming, 365004, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Engineering Industry College, Putian University, Putian, 351100, Fujian, China","institution_ids":["https://openalex.org/I64449678"]},{"raw_affiliation_string":"School of Information Engineering, Sanming University, Sanming, 365004, Fujian, China","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065388273","display_name":"Abdelazim G. Hussien","orcid":"https://orcid.org/0000-0001-5394-0678","observed_orcids":["https://orcid.org/0000-0001-5394-0678"]},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]},{"id":"https://openalex.org/I66513531","display_name":"Fayoum University","ror":"https://ror.org/023gzwx10","country_code":"EG","type":"education","lineage":["https://openalex.org/I66513531"]}],"countries":["EG","SE"],"is_corresponding":false,"raw_author_name":"Abdelazim G. Hussien","raw_affiliation_strings":["Department of Computer and Information Science, Link\u00f6ping University, Linkoping, Sweden","Faculty of Science, Fayoum University, Faiyum, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Link\u00f6ping University, Linkoping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Faculty of Science, Fayoum University, Faiyum, Egypt","institution_ids":["https://openalex.org/I66513531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009617303","display_name":"Anas Bouaouda","orcid":"https://orcid.org/0009-0008-4528-7486","observed_orcids":["https://orcid.org/0009-0008-4528-7486"]},"institutions":[{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Anas Bouaouda","raw_affiliation_strings":["Faculty of Science and Technology, Hassan II University of Casablanca, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Hassan II University of Casablanca, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059049462","display_name":"Rui Zhong","orcid":"https://orcid.org/0000-0003-4605-5579","observed_orcids":["https://orcid.org/0000-0003-4605-5579"]},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rui Zhong","raw_affiliation_strings":["Information Initiative Center, Hokkaido University, Sapporo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Initiative Center, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101455287","display_name":"Gang Yi Hu","orcid":"https://orcid.org/0000-0003-4916-3460","observed_orcids":["https://orcid.org/0000-0003-4916-3460"]},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Hu","raw_affiliation_strings":["Department of Applied Mathematics, Xi\u2019an University of Technology, Xi\u2019an, 710054, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Xi\u2019an University of Technology, Xi\u2019an, 710054, PR China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5057928430"],"corresponding_institution_ids":["https://openalex.org/I4210149962","https://openalex.org/I64449678"],"apc_list":{"value":4690,"currency":"USD","value_usd":4690},"apc_paid":null,"fwci":2.4868,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90384854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"32","issue":"5","first_page":"2917","last_page":"2986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12391","display_name":"Artificial Immune Systems Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tunicate-swarm-algorithm","display_name":"tunicate swarm algorithm","score":0.9829999804496765},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.9300000071525574},{"id":"https://openalex.org/keywords/nature-inspired-algorithms","display_name":"bio-inspired algorithms","score":0.9509999752044678},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.7300000190734863},{"id":"https://openalex.org/keywords/algorithm-variants","display_name":"algorithm variants","score":0.6060000061988831},{"id":"https://openalex.org/keywords/derivative-free-optimization","display_name":"derivative-free optimization","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C2780930470","wikidata":"https://www.wikidata.org/wiki/Q165118","display_name":"Tunicate","level":2,"score":0.9252743721008301},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6692771911621094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4936734139919281},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46588343381881714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34817641973495483},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21787741780281067},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05754169821739197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11831-025-10228-5","doi":"https://doi.org/10.1007/s11831-025-10228-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11831-025-10228-5","pdf_url":null,"source":{"id":"https://openalex.org/S65486112","display_name":"Archives of Computational Methods in Engineering","issn_l":"1134-3060","issn":["1134-3060","1886-1784"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","latindex","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Archives of Computational Methods in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":289,"referenced_works":["https://openalex.org/W883434633","https://openalex.org/W1530490667","https://openalex.org/W1595159159","https://openalex.org/W1606402766","https://openalex.org/W1990966828","https://openalex.org/W1999284878","https://openalex.org/W2003222059","https://openalex.org/W2004381207","https://openalex.org/W2012477419","https://openalex.org/W2015832884","https://openalex.org/W2016706055","https://openalex.org/W2040264129","https://openalex.org/W2054875385","https://openalex.org/W2061438946","https://openalex.org/W2082443476","https://openalex.org/W2122122715","https://openalex.org/W2126050191","https://openalex.org/W2130384537","https://openalex.org/W2138537392","https://openalex.org/W2150923807","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2162745921","https://openalex.org/W2168081761","https://openalex.org/W2169384417","https://openalex.org/W2172270145","https://openalex.org/W2181338789","https://openalex.org/W2232317135","https://openalex.org/W2255714323","https://openalex.org/W2290883490","https://openalex.org/W2306115793","https://openalex.org/W2518055200","https://openalex.org/W2585392941","https://openalex.org/W2604550174","https://openalex.org/W2617638177","https://openalex.org/W2729414995","https://openalex.org/W2732171826","https://openalex.org/W2738900493","https://openalex.org/W2790662215","https://openalex.org/W2803364900","https://openalex.org/W2902421512","https://openalex.org/W2914717758","https://openalex.org/W2919979744","https://openalex.org/W2945622591","https://openalex.org/W2962182762","https://openalex.org/W2972872998","https://openalex.org/W2976560662","https://openalex.org/W2980570898","https://openalex.org/W2982453621","https://openalex.org/W2985845430","https://openalex.org/W2986622075","https://openalex.org/W3007907254","https://openalex.org/W3011104345","https://openalex.org/W3012087746","https://openalex.org/W3014974411","https://openalex.org/W3038102268","https://openalex.org/W3038853216","https://openalex.org/W3039208239","https://openalex.org/W3042555985","https://openalex.org/W3043211958","https://openalex.org/W3043777293","https://openalex.org/W3046103463","https://openalex.org/W3046463181","https://openalex.org/W3083171042","https://openalex.org/W3090396243","https://openalex.org/W3095203791","https://openalex.org/W3098835651","https://openalex.org/W3100933494","https://openalex.org/W3108210908","https://openalex.org/W3111635904","https://openalex.org/W3114640095","https://openalex.org/W3116061545","https://openalex.org/W3119051141","https://openalex.org/W3127732444","https://openalex.org/W3128494358","https://openalex.org/W3132476126","https://openalex.org/W3145729300","https://openalex.org/W3147416837","https://openalex.org/W3154719286","https://openalex.org/W3155960446","https://openalex.org/W3156438996","https://openalex.org/W3159159940","https://openalex.org/W3159185280","https://openalex.org/W3162668816","https://openalex.org/W3170820179","https://openalex.org/W3173041984","https://openalex.org/W3176063612","https://openalex.org/W3177327711","https://openalex.org/W3178226499","https://openalex.org/W3181741745","https://openalex.org/W3181964043","https://openalex.org/W3185076117","https://openalex.org/W3185273769","https://openalex.org/W3188854349","https://openalex.org/W3192008210","https://openalex.org/W3192986170","https://openalex.org/W3196915844","https://openalex.org/W3199129238","https://openalex.org/W3201279626","https://openalex.org/W3202003513","https://openalex.org/W3206658212","https://openalex.org/W3208461573","https://openalex.org/W3208982326","https://openalex.org/W3209052524","https://openalex.org/W3210029733","https://openalex.org/W3216142258","https://openalex.org/W3216401552","https://openalex.org/W3217326509","https://openalex.org/W4200525103","https://openalex.org/W4205330245","https://openalex.org/W4206081481","https://openalex.org/W4206157488","https://openalex.org/W4206406126","https://openalex.org/W4206628909","https://openalex.org/W4206918024","https://openalex.org/W4210306372","https://openalex.org/W4210907658","https://openalex.org/W4211106765","https://openalex.org/W4212796344","https://openalex.org/W4212993228","https://openalex.org/W4213245821","https://openalex.org/W4214638371","https://openalex.org/W4220813583","https://openalex.org/W4220868027","https://openalex.org/W4220886473","https://openalex.org/W4220911891","https://openalex.org/W4220923103","https://openalex.org/W4220942132","https://openalex.org/W4221055791","https://openalex.org/W4221063468","https://openalex.org/W4224079408","https://openalex.org/W4224258320","https://openalex.org/W4224283884","https://openalex.org/W4224312287","https://openalex.org/W4224314705","https://openalex.org/W4225000318","https://openalex.org/W4226327442","https://openalex.org/W4226361239","https://openalex.org/W4226419732","https://openalex.org/W4226444435","https://openalex.org/W4229009605","https://openalex.org/W4235575552","https://openalex.org/W4238076109","https://openalex.org/W4250503569","https://openalex.org/W4280537109","https://openalex.org/W4280633184","https://openalex.org/W4281613039","https://openalex.org/W4281629796","https://openalex.org/W4281687867","https://openalex.org/W4281697029","https://openalex.org/W4281746416","https://openalex.org/W4283461979","https://openalex.org/W4283765948","https://openalex.org/W4284712538","https://openalex.org/W4284962957","https://openalex.org/W4285596440","https://openalex.org/W4286268920","https://openalex.org/W4288720380","https://openalex.org/W4288748913","https://openalex.org/W4289260029","https://openalex.org/W4289939642","https://openalex.org/W4290603247","https://openalex.org/W4290653883","https://openalex.org/W4291302235","https://openalex.org/W4292259263","https://openalex.org/W4293079164","https://openalex.org/W4293094838","https://openalex.org/W4294763000","https://openalex.org/W4294997340","https://openalex.org/W4295715785","https://openalex.org/W4295836061","https://openalex.org/W4296990758","https://openalex.org/W4296990845","https://openalex.org/W4297061614","https://openalex.org/W4297359831","https://openalex.org/W4297544407","https://openalex.org/W4298080408","https://openalex.org/W4298101446","https://openalex.org/W4298146952","https://openalex.org/W4302422232","https://openalex.org/W4304942964","https://openalex.org/W4306407124","https://openalex.org/W4306673457","https://openalex.org/W4306930043","https://openalex.org/W4306933079","https://openalex.org/W4307546641","https://openalex.org/W4309046856","https://openalex.org/W4309441005","https://openalex.org/W4309648563","https://openalex.org/W4310020056","https://openalex.org/W4310071134","https://openalex.org/W4310137770","https://openalex.org/W4310154480","https://openalex.org/W4310215787","https://openalex.org/W4311220840","https://openalex.org/W4312335412","https://openalex.org/W4312764702","https://openalex.org/W4312850370","https://openalex.org/W4312882292","https://openalex.org/W4313180313","https://openalex.org/W4313247736","https://openalex.org/W4313335528","https://openalex.org/W4313479115","https://openalex.org/W4313492166","https://openalex.org/W4313567947","https://openalex.org/W4313594270","https://openalex.org/W4315781649","https://openalex.org/W4316372009","https://openalex.org/W4316464938","https://openalex.org/W4317811486","https://openalex.org/W4320351990","https://openalex.org/W4320489427","https://openalex.org/W4321436442","https://openalex.org/W4322490927","https://openalex.org/W4323048337","https://openalex.org/W4323980353","https://openalex.org/W4324281737","https://openalex.org/W4361221836","https://openalex.org/W4365814984","https://openalex.org/W4366393072","https://openalex.org/W4367044508","https://openalex.org/W4376270160","https://openalex.org/W4376956048","https://openalex.org/W4380302434","https://openalex.org/W4381429167","https://openalex.org/W4381431153","https://openalex.org/W4382583035","https://openalex.org/W4382702321","https://openalex.org/W4383104983","https://openalex.org/W4383501404","https://openalex.org/W4385342330","https://openalex.org/W4385379706","https://openalex.org/W4385429724","https://openalex.org/W4385541881","https://openalex.org/W4385582284","https://openalex.org/W4385717389","https://openalex.org/W4385754981","https://openalex.org/W4385976668","https://openalex.org/W4386099197","https://openalex.org/W4386143233","https://openalex.org/W4386250863","https://openalex.org/W4386400636","https://openalex.org/W4386411423","https://openalex.org/W4386629252","https://openalex.org/W4386699713","https://openalex.org/W4387192716","https://openalex.org/W4387552567","https://openalex.org/W4387731484","https://openalex.org/W4387801153","https://openalex.org/W4388282576","https://openalex.org/W4388408913","https://openalex.org/W4388485048","https://openalex.org/W4388538838","https://openalex.org/W4388688611","https://openalex.org/W4388848952","https://openalex.org/W4389090595","https://openalex.org/W4389200463","https://openalex.org/W4389387701","https://openalex.org/W4389492844","https://openalex.org/W4389557566","https://openalex.org/W4390108621","https://openalex.org/W4390510014","https://openalex.org/W4391095283","https://openalex.org/W4391825390","https://openalex.org/W4391881477","https://openalex.org/W4392111142","https://openalex.org/W4392123509","https://openalex.org/W4392809576","https://openalex.org/W4392944016","https://openalex.org/W4393386830","https://openalex.org/W4394954055","https://openalex.org/W4396601429","https://openalex.org/W4396751963","https://openalex.org/W4396768492","https://openalex.org/W4398165694","https://openalex.org/W4399028607","https://openalex.org/W4399355450","https://openalex.org/W4399726519","https://openalex.org/W4400349222","https://openalex.org/W4400387510","https://openalex.org/W4400407550","https://openalex.org/W4400413692","https://openalex.org/W4400474691","https://openalex.org/W4400599882","https://openalex.org/W4400998955","https://openalex.org/W4401075136","https://openalex.org/W4401514916","https://openalex.org/W4401676063","https://openalex.org/W4401702255"],"related_works":["https://openalex.org/W4409403740","https://openalex.org/W3007907254","https://openalex.org/W3213366930","https://openalex.org/W3216401552","https://openalex.org/W3205104533","https://openalex.org/W4366393072","https://openalex.org/W7133307973","https://openalex.org/W4396768492","https://openalex.org/W7119469036","https://openalex.org/W7125015824"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-03-13T00:00:00"}
