{"id":"https://openalex.org/W2735902124","doi":"https://doi.org/10.4018/ijsir.2017100102","title":"Analysis of the Dynamical Characteristics of the Firefly Algorithm","display_name":"Analysis of the Dynamical Characteristics of the Firefly Algorithm","publication_year":2017,"publication_date":"2017-07-14","ids":{"openalex":"https://openalex.org/W2735902124","doi":"https://doi.org/10.4018/ijsir.2017100102","mag":"2735902124"},"language":"en","primary_location":{"id":"doi:10.4018/ijsir.2017100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2017100102","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-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/A5103261543","display_name":"Takuya Shindo","orcid":"https://orcid.org/0000-0002-0693-3245"},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takuya Shindo","raw_affiliation_strings":["Nippon Institute of Technology, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Nippon Institute of Technology, Saitama, Japan","institution_ids":["https://openalex.org/I95053508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101001280","display_name":"Jianze Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jianze Xiao","raw_affiliation_strings":["Nippon Institute of Techmology, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Nippon Institute of Techmology, Saitama, Japan","institution_ids":["https://openalex.org/I95053508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112583845","display_name":"Takuya Kurihara","orcid":null},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuya Kurihara","raw_affiliation_strings":["Nippon Institute of Technology, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Nippon Institute of Technology, Saitama, Japan","institution_ids":["https://openalex.org/I95053508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062180762","display_name":"Kenya Jin\u2019no","orcid":"https://orcid.org/0000-0002-0431-5769"},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenya Jin'no","raw_affiliation_strings":["Nippon Institute of Technology, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Nippon Institute of Technology, Saitama, Japan","institution_ids":["https://openalex.org/I95053508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103261543"],"corresponding_institution_ids":["https://openalex.org/I95053508"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08432292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"8","issue":"4","first_page":"18","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9959999918937683,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9775000214576721,"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/firefly-algorithm","display_name":"Firefly algorithm","score":0.964241623878479},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.8413811922073364},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.8066794276237488},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5956193208694458},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5930293798446655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5887380838394165},{"id":"https://openalex.org/keywords/meta-heuristic","display_name":"Meta heuristic","score":0.48759594559669495},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3844834864139557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30445408821105957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22353097796440125}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.964241623878479},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.8413811922073364},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.8066794276237488},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5956193208694458},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5930293798446655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5887380838394165},{"id":"https://openalex.org/C2988037039","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Meta heuristic","level":2,"score":0.48759594559669495},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3844834864139557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30445408821105957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22353097796440125},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsir.2017100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2017100102","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsir00:v:8:y:2017:i:4:p:18-33","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSIR.2017100102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1596914020","https://openalex.org/W1599691202","https://openalex.org/W1973997930","https://openalex.org/W2024575511","https://openalex.org/W2076998221","https://openalex.org/W2089876099","https://openalex.org/W2095434569","https://openalex.org/W2107941094","https://openalex.org/W2132181343","https://openalex.org/W2134100244","https://openalex.org/W2135646341","https://openalex.org/W2142126164","https://openalex.org/W2152195021","https://openalex.org/W2169245194","https://openalex.org/W2263956468","https://openalex.org/W2493934831","https://openalex.org/W2659806505","https://openalex.org/W2893664716","https://openalex.org/W2917884856","https://openalex.org/W4410109186"],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W2490269892","https://openalex.org/W4200439108","https://openalex.org/W2940563633","https://openalex.org/W2757862489","https://openalex.org/W2411884393","https://openalex.org/W2138097482","https://openalex.org/W2984874436","https://openalex.org/W4255995969","https://openalex.org/W2765270874"],"abstract_inverted_index":{"The":[0],"firefly":[1,33,61],"algorithm":[2,62,78],"is":[3],"a":[4,25,41],"meta-heuristic":[5],"algorithm,":[6,34],"the":[7,13,17,29,32,36,46,50,58,71,74,77,85,89,93,97],"fundamental":[8],"principle":[9],"of":[10,19,28,31,76,96],"which":[11,35,88],"mimic":[12],"characteristics":[14],"associated":[15],"with":[16],"blinking":[18],"natural":[20],"fireflies.":[21],"This":[22,66],"paper,":[23],"presents":[24],"rigorous":[26],"analysis":[27],"dynamics":[30],"authors":[37],"performed":[38],"by":[39],"applying":[40],"deterministic":[42,60],"system":[43],"that":[44],"removes":[45],"stochastic":[47],"factors":[48],"from":[49],"state":[51],"update":[52],"equation.":[53],"Depending":[54],"on":[55],"its":[56,80],"parameters,":[57],"individual":[59],"exhibits":[63],"chaotic":[64,90],"behavior.":[65],"prompted":[67],"us":[68],"to":[69,87],"investigate":[70],"relationship":[72],"between":[73],"behavior":[75,91],"and":[79],"parameters":[81],"as":[82,84],"well":[83],"extent":[86],"influences":[92],"searching":[94],"ability":[95],"algorithm.":[98]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}