{"id":"https://openalex.org/W4391014866","doi":"https://doi.org/10.1007/s10586-023-04221-5","title":"Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning","display_name":"Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning","publication_year":2024,"publication_date":"2024-01-19","ids":{"openalex":"https://openalex.org/W4391014866","doi":"https://doi.org/10.1007/s10586-023-04221-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-023-04221-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04221-5","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Cluster Computing","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/A5103031128","display_name":"Benyam\u0131n Abdollahzadeh","orcid":"https://orcid.org/0000-0003-3618-6620"},"institutions":[{"id":"https://openalex.org/I75092371","display_name":"University of Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/05k238v14","country_code":"CZ","type":"education","lineage":["https://openalex.org/I75092371"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Benyamin Abdollahzadeh","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, University of Hradec Kr\u00e1lov\u00e9, 500 03, Hradec Kr\u00e1lov\u00e9, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, University of Hradec Kr\u00e1lov\u00e9, 500 03, Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I75092371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042196931","display_name":"Nima Khodadadi","orcid":"https://orcid.org/0000-0002-8348-6530"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nima Khodadadi","raw_affiliation_strings":["Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007972952","display_name":"Saeid Barshandeh","orcid":"https://orcid.org/0000-0001-8398-8699"},"institutions":[{"id":"https://openalex.org/I4210131019","display_name":"Afagh Higher Education Institute","ror":"https://ror.org/02yerkk86","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210131019"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saeid Barshandeh","raw_affiliation_strings":["Department of Computer Science, School of Engineering, Afagh Higher Education Institute, Urmia, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Engineering, Afagh Higher Education Institute, Urmia, Iran","institution_ids":["https://openalex.org/I4210131019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072631017","display_name":"Pavel Trojovsk\u00fd","orcid":"https://orcid.org/0000-0001-8992-125X"},"institutions":[{"id":"https://openalex.org/I75092371","display_name":"University of Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/05k238v14","country_code":"CZ","type":"education","lineage":["https://openalex.org/I75092371"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Trojovsk\u00fd","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, University of Hradec Kr\u00e1lov\u00e9, 500 03, Hradec Kr\u00e1lov\u00e9, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, University of Hradec Kr\u00e1lov\u00e9, 500 03, Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I75092371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110497719","display_name":"Farhad Soleimanian Gharehchopogh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163840","display_name":"Islamic Azad University of Urmia","ror":"https://ror.org/05km8ys10","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210163840"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farhad Soleimanian Gharehchopogh","raw_affiliation_strings":["Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran","institution_ids":["https://openalex.org/I4210163840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108139013","display_name":"El\u2010Sayed M. El\u2010kenawy","orcid":"https://orcid.org/0009-0006-0605-647X"},"institutions":[{"id":"https://openalex.org/I4210120363","display_name":"Higher Institute of Engineering","ror":"https://ror.org/02pyw9g57","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210120363"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"El-Sayed M. El-kenawy","raw_affiliation_strings":["Department of Communications and Electronics, Delta Higher Institute of Engineering and Technology, Mansoura, 35111, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Communications and Electronics, Delta Higher Institute of Engineering and Technology, Mansoura, 35111, Egypt","institution_ids":["https://openalex.org/I4210120363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023403556","display_name":"Laith Abualigah","orcid":"https://orcid.org/0000-0002-2203-4549"},"institutions":[{"id":"https://openalex.org/I31079310","display_name":"Al al-Bayt University","ror":"https://ror.org/028jh2126","country_code":"JO","type":"education","lineage":["https://openalex.org/I31079310"]},{"id":"https://openalex.org/I72264486","display_name":"University of Tabuk","ror":"https://ror.org/04yej8x59","country_code":"SA","type":"education","lineage":["https://openalex.org/I72264486"]},{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO","SA"],"is_corresponding":false,"raw_author_name":"Laith Abualigah","raw_affiliation_strings":["Computer Science Department, Al al-Bayt University, Mafraq, 25113, Jordan","Computer Sciences Department, University of Tabuk, Tabuk 47913, Saudi Arabia","Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, 19328, Jordan"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Al al-Bayt University, Mafraq, 25113, Jordan","institution_ids":["https://openalex.org/I31079310"]},{"raw_affiliation_string":"Computer Sciences Department, University of Tabuk, Tabuk 47913, Saudi Arabia","institution_ids":["https://openalex.org/I72264486"]},{"raw_affiliation_string":"Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, 19328, Jordan","institution_ids":["https://openalex.org/I104941359"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091500375","display_name":"Seyedali Mirjalili","orcid":"https://orcid.org/0000-0002-1443-9458"},"institutions":[{"id":"https://openalex.org/I4210164922","display_name":"Innova (Hungary)","ror":"https://ror.org/05h443j18","country_code":"HU","type":"company","lineage":["https://openalex.org/I4210164922"]},{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]},{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["AU","HU"],"is_corresponding":false,"raw_author_name":"Seyedali Mirjalili","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Optimization, Torrens University Australia, Adelaide, Australia","Research and Innovation Center, Obuda University, Budapest, 1034, Hungary"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Optimization, Torrens University Australia, Adelaide, Australia","institution_ids":["https://openalex.org/I4210142395"]},{"raw_affiliation_string":"Research and Innovation Center, Obuda University, Budapest, 1034, Hungary","institution_ids":["https://openalex.org/I103356709","https://openalex.org/I4210164922"]}]}],"institutions":[],"countries_distinct_count":8,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042196931"],"corresponding_institution_ids":["https://openalex.org/I145608581"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":133.3348,"has_fulltext":false,"cited_by_count":386,"citation_normalized_percentile":{"value":0.99982973,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"27","issue":"4","first_page":"5235","last_page":"5283"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.8497241735458374},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.7131681442260742},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5833431482315063},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5322950482368469},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46353745460510254},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.42107564210891724},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38524049520492554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28110623359680176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0910826325416565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8497241735458374},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7131681442260742},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5833431482315063},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5322950482368469},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46353745460510254},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.42107564210891724},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38524049520492554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28110623359680176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0910826325416565}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-023-04221-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04221-5","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W610200145","https://openalex.org/W883434633","https://openalex.org/W978997059","https://openalex.org/W1476700340","https://openalex.org/W1479694349","https://openalex.org/W1519405745","https://openalex.org/W1567102157","https://openalex.org/W1595159159","https://openalex.org/W1890810769","https://openalex.org/W1961480827","https://openalex.org/W1984762043","https://openalex.org/W1993377828","https://openalex.org/W1997600725","https://openalex.org/W1999284878","https://openalex.org/W2001979953","https://openalex.org/W2019468907","https://openalex.org/W2023655578","https://openalex.org/W2024060531","https://openalex.org/W2031183907","https://openalex.org/W2041629655","https://openalex.org/W2052865225","https://openalex.org/W2055961742","https://openalex.org/W2061438946","https://openalex.org/W2065401134","https://openalex.org/W2072955302","https://openalex.org/W2074869363","https://openalex.org/W2076408892","https://openalex.org/W2094794950","https://openalex.org/W2096006324","https://openalex.org/W2099926000","https://openalex.org/W2134611873","https://openalex.org/W2143560894","https://openalex.org/W2151554678","https://openalex.org/W2159251941","https://openalex.org/W2168081761","https://openalex.org/W2171107890","https://openalex.org/W2177505646","https://openalex.org/W2219898335","https://openalex.org/W2232317135","https://openalex.org/W2290883490","https://openalex.org/W2316607721","https://openalex.org/W2318398571","https://openalex.org/W2516735476","https://openalex.org/W2528811420","https://openalex.org/W2738900493","https://openalex.org/W2768434535","https://openalex.org/W2799991731","https://openalex.org/W2884280774","https://openalex.org/W2884377042","https://openalex.org/W2909324897","https://openalex.org/W2921893399","https://openalex.org/W2922096023","https://openalex.org/W2962182762","https://openalex.org/W2985845430","https://openalex.org/W3007907254","https://openalex.org/W3011104345","https://openalex.org/W3092766465","https://openalex.org/W3127587216","https://openalex.org/W3163903840","https://openalex.org/W3185076117","https://openalex.org/W3201312100","https://openalex.org/W4206918024","https://openalex.org/W4210401277","https://openalex.org/W4246565613","https://openalex.org/W4250503569","https://openalex.org/W4253484285","https://openalex.org/W4254772338","https://openalex.org/W4280649213","https://openalex.org/W4282938250","https://openalex.org/W4283461979","https://openalex.org/W4292083457","https://openalex.org/W4307722364","https://openalex.org/W4308157882","https://openalex.org/W4308415747","https://openalex.org/W4320724938","https://openalex.org/W6842551824"],"related_works":["https://openalex.org/W4375949242","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301","https://openalex.org/W2785349417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":46},{"year":2025,"cited_by_count":244},{"year":2024,"cited_by_count":96}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}