{"id":"https://openalex.org/W2751186799","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023301","title":"Hybrid swarm model with changing characteristics of particle swarm and firefly","display_name":"Hybrid swarm model with changing characteristics of particle swarm and firefly","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2751186799","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023301","mag":"2751186799"},"language":"en","primary_location":{"id":"doi:10.1109/ifsa-scis.2017.8023301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","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/A5047827920","display_name":"Heng Xiao","orcid":"https://orcid.org/0000-0003-1544-8353"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Heng Xiao","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Suita, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Suita, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065133555","display_name":"Toshiharu Hatanaka","orcid":"https://orcid.org/0000-0003-3670-6825"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiharu Hatanaka","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Suita, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Suita, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047827920"],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.11263383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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":0.9994000196456909,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9527000188827515,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.8775423765182495},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7738131284713745},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.742617130279541},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6977442502975464},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.666832447052002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6269872784614563},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6057478189468384},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5588586330413818},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5272780060768127},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5111196637153625},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.4835941195487976},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43955376744270325},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.43953847885131836},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.435904324054718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32131442427635193},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3115377426147461},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19308006763458252}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.8775423765182495},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7738131284713745},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.742617130279541},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6977442502975464},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.666832447052002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6269872784614563},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6057478189468384},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5588586330413818},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5272780060768127},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5111196637153625},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.4835941195487976},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43955376744270325},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.43953847885131836},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.435904324054718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32131442427635193},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3115377426147461},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19308006763458252},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifsa-scis.2017.8023301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W7021242","https://openalex.org/W137929096","https://openalex.org/W791693023","https://openalex.org/W1573534773","https://openalex.org/W1596914020","https://openalex.org/W2004186912","https://openalex.org/W2005553734","https://openalex.org/W2070145903","https://openalex.org/W2104857045","https://openalex.org/W2106351878","https://openalex.org/W2143978378","https://openalex.org/W2162302936","https://openalex.org/W2188337792","https://openalex.org/W2274474363","https://openalex.org/W2476910606","https://openalex.org/W2558476057","https://openalex.org/W2613057783","https://openalex.org/W3098924781","https://openalex.org/W3150969000","https://openalex.org/W4285719527","https://openalex.org/W6605545324","https://openalex.org/W6687080970"],"related_works":["https://openalex.org/W4210824982","https://openalex.org/W3183905066","https://openalex.org/W2042389409","https://openalex.org/W2363751782","https://openalex.org/W2113650225","https://openalex.org/W3097546498","https://openalex.org/W2044587647","https://openalex.org/W3027598619","https://openalex.org/W2762880709","https://openalex.org/W4387251730"],"abstract_inverted_index":{"Function":[0],"optimization":[1,20],"problems":[2,17],"have":[3,22],"been":[4,23],"studied":[5],"and":[6,35,62],"applied":[7],"in":[8,47,69],"many":[9,19],"fields.":[10],"For":[11],"getting":[12],"good":[13],"solutions":[14],"of":[15,40,60,75],"these":[16],"well,":[18],"algorithms":[21],"developed.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28,55],"focus":[29],"on":[30,37],"the":[31,38,84,93],"swarm":[32,52],"intelligence":[33],"methodologies":[34],"discuss":[36],"characteristic":[39],"them.":[41],"We":[42],"make":[43],"a":[44,57],"hybrid":[45,58,95],"algorithm":[46,85,96],"which":[48],"there":[49],"are":[50,79],"different":[51],"models.":[53],"And":[54],"consider":[56],"model":[59],"PSO":[61],"FA":[63],"with":[64,86],"particles":[65],"character":[66,76],"will":[67],"change":[68,77],"its":[70],"search":[71],"process.":[72],"Several":[73],"strategies":[74],"rules":[78],"presented.":[80],"Then":[81],"through":[82],"testing":[83],"popular":[87],"benchmark":[88],"problems,":[89],"it":[90],"indicates":[91],"that":[92],"proposed":[94],"has":[97],"well":[98],"properties":[99],"for":[100],"various":[101],"function":[102],"optimization.":[103]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
