{"id":"https://openalex.org/W3004331587","doi":"https://doi.org/10.1515/jisys-2015-0009","title":"An Optimized <i>K</i> -Harmonic Means Algorithm Combined with Modified Particle Swarm Optimization and Cuckoo Search Algorithm","display_name":"An Optimized <i>K</i> -Harmonic Means Algorithm Combined with Modified Particle Swarm Optimization and Cuckoo Search Algorithm","publication_year":2015,"publication_date":"2015-06-25","ids":{"openalex":"https://openalex.org/W3004331587","doi":"https://doi.org/10.1515/jisys-2015-0009","mag":"3004331587"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2015-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0009","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/jisys-2015-0009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002336714","display_name":"Asgarali Bouyer","orcid":"https://orcid.org/0000-0002-4808-2856"},"institutions":[{"id":"https://openalex.org/I51301133","display_name":"Azarbaijan Shahid Madani University","ror":"https://ror.org/05pg2cw06","country_code":"IR","type":"education","lineage":["https://openalex.org/I51301133"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Asgarali Bouyer","raw_affiliation_strings":["Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University , 53751-71379 Tabriz , Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University , 53751-71379 Tabriz , Iran","institution_ids":["https://openalex.org/I51301133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081410795","display_name":"Nacer Farajzadeh","orcid":"https://orcid.org/0000-0001-7590-0503"},"institutions":[{"id":"https://openalex.org/I51301133","display_name":"Azarbaijan Shahid Madani University","ror":"https://ror.org/05pg2cw06","country_code":"IR","type":"education","lineage":["https://openalex.org/I51301133"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nacer Farajzadeh","raw_affiliation_strings":["Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University , 53751-71379 Tabriz , Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University , 53751-71379 Tabriz , Iran","institution_ids":["https://openalex.org/I51301133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002336714"],"corresponding_institution_ids":["https://openalex.org/I51301133"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.25606532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"29","issue":"1","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9972000122070312,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9771999716758728,"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/local-optimum","display_name":"Local optimum","score":0.825215220451355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.7629178762435913},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7336621284484863},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6395753622055054},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.548008143901825},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5391637682914734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5309393405914307},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5271531939506531},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5013604164123535},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4267062544822693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3025438189506531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19058480858802795}],"concepts":[{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.825215220451355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7629178762435913},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7336621284484863},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6395753622055054},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.548008143901825},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5391637682914734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5309393405914307},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5271531939506531},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5013604164123535},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4267062544822693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3025438189506531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19058480858802795},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2015-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0009","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:914ecc9a734d4a44b167d0308bd307bf","is_oa":true,"landing_page_url":"https://doaj.org/article/914ecc9a734d4a44b167d0308bd307bf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 29, Iss 1, Pp 1-18 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2015-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0009","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W118006420","https://openalex.org/W145755714","https://openalex.org/W1524967296","https://openalex.org/W1637517007","https://openalex.org/W1976256447","https://openalex.org/W1976744965","https://openalex.org/W1978225003","https://openalex.org/W1984779822","https://openalex.org/W1992419399","https://openalex.org/W2009728897","https://openalex.org/W2011430131","https://openalex.org/W2013539514","https://openalex.org/W2019875374","https://openalex.org/W2020855305","https://openalex.org/W2020929427","https://openalex.org/W2028373980","https://openalex.org/W2040628945","https://openalex.org/W2054414314","https://openalex.org/W2060220440","https://openalex.org/W2060664354","https://openalex.org/W2063769320","https://openalex.org/W2068487168","https://openalex.org/W2077264381","https://openalex.org/W2089014283","https://openalex.org/W2091079928","https://openalex.org/W2091862370","https://openalex.org/W2092890616","https://openalex.org/W2094520581","https://openalex.org/W2095019477","https://openalex.org/W2098477891","https://openalex.org/W2122122715","https://openalex.org/W2125319195","https://openalex.org/W2125836634","https://openalex.org/W2133686994","https://openalex.org/W2134084174","https://openalex.org/W2143503407","https://openalex.org/W2153357178","https://openalex.org/W2153699896","https://openalex.org/W2158844415","https://openalex.org/W2160694855","https://openalex.org/W4205930639"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W1978568284","https://openalex.org/W3204184292","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W2574858863","https://openalex.org/W1934426788","https://openalex.org/W2889140693","https://openalex.org/W2101630199","https://openalex.org/W2895514756"],"abstract_inverted_index":{"Abstract":[0],"Among":[1],"the":[2,6,14,47,51,89,96,111,122,149,174,181,185,204],"data":[3,157,162],"clustering":[4,17,44],"algorithms,":[5],"k":[7,40],"-means":[8],"(KM)":[9],"algorithm":[10,45,69,84,99,187],"is":[11,27,93,169,188],"one":[12],"of":[13,20,50,79,124,130,148,180],"most":[15],"popular":[16],"techniques":[18],"because":[19],"its":[21],"simplicity":[22],"and":[23,32,85,100,115,138,159,173,199],"efficiency.":[24],"However,":[25],"KM":[26,52],"sensitive":[28],"to":[29,109,141,171,190],"initial":[30],"centers":[31],"it":[33,55],"has":[34,57],"a":[35,58,67,76,128],"local":[36,59,118],"optima":[37,60],"problem.":[38,61],"The":[39,151,178],"-harmonic":[41],"means":[42],"(KHM)":[43],"solves":[46],"initialization":[48],"problem":[49,73],"algorithm,":[53,91],"but":[54],"also":[56],"In":[62,88],"this":[63,72,166],"paper,":[64],"we":[65],"develop":[66],"new":[68,102,186],"for":[70],"solving":[71],"based":[74,126],"on":[75,127,154],"modified":[77,167],"version":[78,168],"particle":[80],"swarm":[81],"optimization":[82],"(MPSO)":[83],"KHM":[86,172],"clustering.":[87],"proposed":[90],"MPSO":[92,120],"equipped":[94],"with":[95,135,194],"cuckoo":[97],"search":[98],"two":[101,160],"concepts":[103],"used":[104,144],"in":[105,107,145],"PSO":[106,176],"order":[108],"improve":[110],"efficiency,":[112],"fast":[113,195],"convergence,":[114,196],"escape":[116],"from":[117],"optima.":[119],"updates":[121],"positions":[123],"particles":[125],"combination":[129],"global":[131,133],"worst,":[132,137],"best":[134,140],"personal":[136,139],"dynamically":[142],"be":[143],"each":[146],"iteration":[147],"MPSO.":[150],"experimental":[152],"result":[153],"eight":[155],"real-world":[156],"sets":[158,163],"artificial":[161],"confirms":[164],"that":[165,184],"superior":[170],"regular":[175],"algorithm.":[177],"results":[179],"simulation":[182],"show":[183],"able":[189],"create":[191],"promising":[192],"solutions":[193],"high":[197],"accuracy,":[198],"correctness":[200],"while":[201],"markedly":[202],"improving":[203],"processing":[205],"time.":[206]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2020-02-07T00:00:00"}