{"id":"https://openalex.org/W7140927473","doi":"https://doi.org/10.1093/jcde/qwag033","title":"Comparative analysis and evaluation: A case study for multiple chaotic mapping snake optimizer","display_name":"Comparative analysis and evaluation: A case study for multiple chaotic mapping snake optimizer","publication_year":2026,"publication_date":"2026-03-25","ids":{"openalex":"https://openalex.org/W7140927473","doi":"https://doi.org/10.1093/jcde/qwag033"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwag033","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwag033","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/jcde/qwag033","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130709389","display_name":"Yongquan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongquan Zhou","raw_affiliation_strings":["College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,","Guangxi Key Laboratories of Hybrid Computation and IC Design Analysis , Nanning 530006 ,"],"raw_orcid":"https://orcid.org/0000-0003-4404-952X","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"Guangxi Key Laboratories of Hybrid Computation and IC Design Analysis , Nanning 530006 ,","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077053050","display_name":"Qingrui Li","orcid":"https://orcid.org/0000-0001-9711-4239"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingrui Li","raw_affiliation_strings":["College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130656467","display_name":"Guo Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I177955009","display_name":"China University of Political Science and Law","ror":"https://ror.org/00e49gy82","country_code":"CN","type":"education","lineage":["https://openalex.org/I177955009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Zhou","raw_affiliation_strings":["China University of Political Science and Law Department of Science and Technology Teaching, , Beijing 102249 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Political Science and Law Department of Science and Technology Teaching, , Beijing 102249 ,","institution_ids":["https://openalex.org/I177955009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038735863","display_name":"Qifang Luo","orcid":"https://orcid.org/0000-0002-9669-6270"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifang Luo","raw_affiliation_strings":["College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,","Guangxi Key Laboratories of Hybrid Computation and IC Design Analysis , Nanning 530006 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Guangxi Minzu University , Nanning 530006 ,","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"Guangxi Key Laboratories of Hybrid Computation and IC Design Analysis , Nanning 530006 ,","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056270920","display_name":"Yuanfei Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yuanfei Wei","raw_affiliation_strings":["Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia , Bangi 43600 Selangor ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia , Bangi 43600 Selangor ,","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130709389"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3235432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"5","first_page":"31","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8809999823570251,"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":0.8809999823570251,"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/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.010999999940395355,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.891700029373169},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7591000199317932},{"id":"https://openalex.org/keywords/chaotic-map","display_name":"Chaotic map","score":0.571399986743927},{"id":"https://openalex.org/keywords/chaos-theory","display_name":"Chaos theory","score":0.4440999925136566},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.4438999891281128},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.376800000667572}],"concepts":[{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.891700029373169},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7591000199317932},{"id":"https://openalex.org/C2983793180","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic map","level":3,"score":0.571399986743927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5473999977111816},{"id":"https://openalex.org/C92866567","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaos theory","level":3,"score":0.4440999925136566},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.4438999891281128},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39149999618530273},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38350000977516174},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C2987469083","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic systems","level":3,"score":0.36489999294281006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3075000047683716},{"id":"https://openalex.org/C15998118","wikidata":"https://www.wikidata.org/wiki/Q11319849","display_name":"Tent map","level":3,"score":0.29919999837875366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29670000076293945},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2728999853134155}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwag033","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwag033","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwag033","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwag033","pdf_url":null,"source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3848079773","display_name":null,"funder_award_id":"U21A20464","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6953300457","display_name":"\u6cdb\u51fd\u6781\u9650\u5b66\u4e60\u673a\u6a21\u578b\u4e0e\u7b97\u6cd5\u53ca\u6cdb\u5316\u80fd\u529b\u7814\u7a76","funder_award_id":"62066005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W1193242870","https://openalex.org/W1595159159","https://openalex.org/W1994867044","https://openalex.org/W1999284878","https://openalex.org/W2024060531","https://openalex.org/W2061438946","https://openalex.org/W2082555634","https://openalex.org/W2134816084","https://openalex.org/W2152195021","https://openalex.org/W2290883490","https://openalex.org/W2724549444","https://openalex.org/W2782136875","https://openalex.org/W2793026107","https://openalex.org/W2810786926","https://openalex.org/W2888602283","https://openalex.org/W2898037265","https://openalex.org/W2899335073","https://openalex.org/W2900191532","https://openalex.org/W2905412754","https://openalex.org/W2909322863","https://openalex.org/W2913003339","https://openalex.org/W2926960342","https://openalex.org/W2927000295","https://openalex.org/W2951728986","https://openalex.org/W2966875474","https://openalex.org/W2974798220","https://openalex.org/W3007269060","https://openalex.org/W3014874376","https://openalex.org/W3023061032","https://openalex.org/W3034653956","https://openalex.org/W3087509239","https://openalex.org/W3089246867","https://openalex.org/W3092371419","https://openalex.org/W3092687578","https://openalex.org/W3120139461","https://openalex.org/W3128504966","https://openalex.org/W3139484821","https://openalex.org/W3139487665","https://openalex.org/W3140357599","https://openalex.org/W3164361226","https://openalex.org/W3165577335","https://openalex.org/W3172828243","https://openalex.org/W3201927152","https://openalex.org/W3205216213","https://openalex.org/W3211481511","https://openalex.org/W3213418562","https://openalex.org/W4200473435","https://openalex.org/W4205165734","https://openalex.org/W4206114999","https://openalex.org/W4212993228","https://openalex.org/W4220687367","https://openalex.org/W4224210974","https://openalex.org/W4225744797","https://openalex.org/W4226303942","https://openalex.org/W4240892280","https://openalex.org/W4283825665","https://openalex.org/W4285021530","https://openalex.org/W4285258410","https://openalex.org/W4293481488","https://openalex.org/W4295185335","https://openalex.org/W4297338248","https://openalex.org/W4308033854","https://openalex.org/W4309305104","https://openalex.org/W4309441548","https://openalex.org/W4309889602","https://openalex.org/W4311543877","https://openalex.org/W4313006561","https://openalex.org/W4317425870","https://openalex.org/W4321256878","https://openalex.org/W4362724099","https://openalex.org/W4379011688","https://openalex.org/W4379115221","https://openalex.org/W4382249254","https://openalex.org/W4383065504","https://openalex.org/W4383912367","https://openalex.org/W4384028114","https://openalex.org/W4385692889","https://openalex.org/W4385738787","https://openalex.org/W4385945470","https://openalex.org/W4386401373","https://openalex.org/W4386496119","https://openalex.org/W4386918719","https://openalex.org/W4386952037","https://openalex.org/W4387122559","https://openalex.org/W4390546341","https://openalex.org/W4390590723","https://openalex.org/W4390639346","https://openalex.org/W4391574528","https://openalex.org/W4391842012","https://openalex.org/W4392055183","https://openalex.org/W4393252824","https://openalex.org/W4395050883","https://openalex.org/W4396228457","https://openalex.org/W4396826415","https://openalex.org/W4399027146","https://openalex.org/W4401397302","https://openalex.org/W4405020303","https://openalex.org/W4408070635","https://openalex.org/W4409479946","https://openalex.org/W4409505669","https://openalex.org/W4410773203","https://openalex.org/W4411852245","https://openalex.org/W4411853710","https://openalex.org/W4411887081","https://openalex.org/W4415642649","https://openalex.org/W4415735776","https://openalex.org/W4417284195"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"In":[1,176],"recent":[2],"years,":[3],"chaos":[4],"theory":[5],"has":[6,45],"been":[7,47],"widely":[8],"incorporated":[9],"into":[10],"metaheuristic":[11],"optimization":[12,73],"algorithms":[13],"to":[14,100],"enhance":[15],"their":[16],"search":[17],"performance.":[18],"However,":[19],"for":[20,195],"a":[21,27,81,92,178],"given":[22],"algorithm,":[23],"there":[24],"is":[25,142,186],"still":[26],"lack":[28],"of":[29,37,68,105,174,181],"systematic":[30],"and":[31,41,62,88,149,161,192],"large-scale":[32],"comparison":[33],"regarding":[34],"the":[35,76,102,116,135,146,153,158,165,182],"effectiveness":[36],"different":[38,106],"chaotic":[39,60,69,107,140,155,183],"maps,":[40],"no":[42],"clear":[43],"consensus":[44],"yet":[46],"reached.":[48],"To":[49],"address":[50],"this":[51,53],"issue,":[52],"paper":[54],"reviews":[55],"12":[56],"commonly":[57],"used":[58],"classical":[59],"maps":[61,70,141,170],"summarizes":[63],"three":[64],"typical":[65],"integration":[66],"strategies":[67],"in":[71],"bio-inspired":[72,83],"algorithms.":[74],"Taking":[75],"recently":[77],"proposed":[78,110],"snake":[79,184],"optimizer,":[80],"representative":[82],"algorithm":[84],"with":[85],"distinct":[86],"exploration":[87],"exploitation":[89],"phases,":[90],"as":[91,122,124],"case":[93],"study,":[94],"comprehensive":[95],"simulation":[96],"experiments":[97],"are":[98,113],"conducted":[99],"investigate":[101],"performance":[103,136],"impact":[104],"maps.":[108],"The":[109,130],"chaotic-map-based":[111],"variants":[112],"evaluated":[114],"on":[115,145],"CEC":[117],"2022":[118],"benchmark":[119],"test":[120],"functions":[121],"well":[123],"several":[125],"real-world":[126],"engineering":[127],"design":[128],"problems.":[129],"experimental":[131],"results":[132],"indicate":[133],"that":[134],"improvement":[137],"brought":[138],"by":[139],"highly":[143],"dependent":[144],"map":[147,156],"type":[148],"problem":[150],"characteristics.":[151],"Overall,":[152],"tent":[154],"demonstrates":[157],"most":[159],"consistent":[160],"significant":[162],"enhancement":[163],"among":[164],"considered":[166],"variants,":[167],"while":[168],"other":[169],"exhibit":[171],"varying":[172],"levels":[173],"effectiveness.":[175],"addition,":[177],"comparative":[179],"analysis":[180],"optimizer":[185],"presented,":[187],"highlighting":[188],"its":[189],"advantages,":[190],"limitations,":[191],"potential":[193],"directions":[194],"future":[196],"research.":[197]},"counts_by_year":[],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2026-03-27T00:00:00"}
