{"id":"https://openalex.org/W3195353908","doi":"https://doi.org/10.1007/s10462-021-10052-w","title":"Differential evolution and particle swarm optimization against COVID-19","display_name":"Differential evolution and particle swarm optimization against COVID-19","publication_year":2021,"publication_date":"2021-08-19","ids":{"openalex":"https://openalex.org/W3195353908","doi":"https://doi.org/10.1007/s10462-021-10052-w","mag":"3195353908","pmid":"https://pubmed.ncbi.nlm.nih.gov/34426713"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-021-10052-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10052-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10052-w.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10052-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080762162","display_name":"A. Piotrowski","orcid":"https://orcid.org/0000-0003-0923-7314"},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Adam P. Piotrowski","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, Ks. Janusza 64, 01-452 Warsaw, Poland","Institute of Geophysics, Polish Academy of Sciences, Ks. Janusza 64, 01-452, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0923-7314","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, Ks. Janusza 64, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, Ks. Janusza 64, 01-452, Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102015761","display_name":"Agnieszka E. Piotrowska","orcid":"https://orcid.org/0000-0002-0375-1227"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agnieszka E. Piotrowska","raw_affiliation_strings":["Faculty of Polish Studies, University of Warsaw, Krakowskie Przedmiescie 26/28, 00-927 Warsaw, Poland","Faculty of Polish Studies, University of Warsaw, Krakowskie Przedmiescie 26/28, 00-927, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0375-1227","affiliations":[{"raw_affiliation_string":"Faculty of Polish Studies, University of Warsaw, Krakowskie Przedmiescie 26/28, 00-927 Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"Faculty of Polish Studies, University of Warsaw, Krakowskie Przedmiescie 26/28, 00-927, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080762162"],"corresponding_institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":1.6798,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87053312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"55","issue":"3","first_page":"2149","last_page":"2219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.988099992275238,"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":0.988099992275238,"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9556000232696533,"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7906274795532227},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7274572849273682},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6548218727111816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5822732448577881},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5155889391899109},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5105553865432739},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4874427616596222},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.46198707818984985},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.43587782979011536},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4160809814929962},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3974657654762268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24586963653564453},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21686887741088867},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.19082796573638916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1646232008934021},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14905798435211182},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11647772789001465},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11432766914367676}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7906274795532227},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7274572849273682},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6548218727111816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5822732448577881},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5155889391899109},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5105553865432739},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.4874427616596222},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.46198707818984985},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.43587782979011536},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4160809814929962},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3974657654762268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24586963653564453},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21686887741088867},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.19082796573638916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1646232008934021},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14905798435211182},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11647772789001465},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11432766914367676},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10462-021-10052-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10052-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10052-w.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmid:34426713","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34426713","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence review","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8374127","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8374127","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artif Intell Rev","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10462-021-10052-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-021-10052-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-021-10052-w.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G5801529840","display_name":null,"funder_award_id":"3841/E-41/S/2020","funder_id":"https://openalex.org/F4320322733","funder_display_name":"Ministerstwo Edukacji i Nauki"}],"funders":[{"id":"https://openalex.org/F4320322733","display_name":"Ministerstwo Edukacji i Nauki","ror":"https://ror.org/05dwvd537"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195353908.pdf","grobid_xml":"https://content.openalex.org/works/W3195353908.grobid-xml"},"referenced_works_count":351,"referenced_works":["https://openalex.org/W36931139","https://openalex.org/W408132304","https://openalex.org/W414544266","https://openalex.org/W847164865","https://openalex.org/W883434633","https://openalex.org/W920339068","https://openalex.org/W975160503","https://openalex.org/W1497256448","https://openalex.org/W1565746575","https://openalex.org/W1566557213","https://openalex.org/W1576888158","https://openalex.org/W1577668191","https://openalex.org/W1595159159","https://openalex.org/W1596914020","https://openalex.org/W1606402766","https://openalex.org/W1786686177","https://openalex.org/W1875348914","https://openalex.org/W1907005258","https://openalex.org/W1963626514","https://openalex.org/W1968075052","https://openalex.org/W1970264981","https://openalex.org/W1971259134","https://openalex.org/W1972867845","https://openalex.org/W1976070030","https://openalex.org/W1976744965","https://openalex.org/W1980053379","https://openalex.org/W1981143548","https://openalex.org/W1984877903","https://openalex.org/W1989938457","https://openalex.org/W1992633423","https://openalex.org/W1994104399","https://openalex.org/W1994930505","https://openalex.org/W2000753909","https://openalex.org/W2002979815","https://openalex.org/W2014073537","https://openalex.org/W2017538986","https://openalex.org/W2017816236","https://openalex.org/W2019207321","https://openalex.org/W2027945080","https://openalex.org/W2028002822","https://openalex.org/W2028261435","https://openalex.org/W2031183907","https://openalex.org/W2032982318","https://openalex.org/W2033007297","https://openalex.org/W2033011996","https://openalex.org/W2036747150","https://openalex.org/W2038659300","https://openalex.org/W2042253843","https://openalex.org/W2043855224","https://openalex.org/W2047094503","https://openalex.org/W2050146790","https://openalex.org/W2053496475","https://openalex.org/W2055089682","https://openalex.org/W2061438946","https://openalex.org/W2065275668","https://openalex.org/W2065461427","https://openalex.org/W2069084725","https://openalex.org/W2072955302","https://openalex.org/W2080089060","https://openalex.org/W2084792706","https://openalex.org/W2088424609","https://openalex.org/W2091564852","https://openalex.org/W2100231112","https://openalex.org/W2102357066","https://openalex.org/W2103268613","https://openalex.org/W2107230221","https://openalex.org/W2107431669","https://openalex.org/W2108388069","https://openalex.org/W2108707174","https://openalex.org/W2109364787","https://openalex.org/W2114440072","https://openalex.org/W2119179880","https://openalex.org/W2119929160","https://openalex.org/W2125213524","https://openalex.org/W2126105956","https://openalex.org/W2127204906","https://openalex.org/W2131613989","https://openalex.org/W2132071585","https://openalex.org/W2132181343","https://openalex.org/W2134378541","https://openalex.org/W2142577776","https://openalex.org/W2143381319","https://openalex.org/W2143585163","https://openalex.org/W2144317842","https://openalex.org/W2144661611","https://openalex.org/W2145262334","https://openalex.org/W2146879413","https://openalex.org/W2152195021","https://openalex.org/W2152710595","https://openalex.org/W2155529731","https://openalex.org/W2155640378","https://openalex.org/W2161728228","https://openalex.org/W2162025803","https://openalex.org/W2162145193","https://openalex.org/W2165609874","https://openalex.org/W2165689005","https://openalex.org/W2168081761","https://openalex.org/W2169244567","https://openalex.org/W2169245194","https://openalex.org/W2169284845","https://openalex.org/W2171074980","https://openalex.org/W2171776966","https://openalex.org/W2172081677","https://openalex.org/W2174096823","https://openalex.org/W2203598720","https://openalex.org/W2232317135","https://openalex.org/W2236361361","https://openalex.org/W2261079877","https://openalex.org/W2290883490","https://openalex.org/W2310612427","https://openalex.org/W2317744239","https://openalex.org/W2345112857","https://openalex.org/W2402846924","https://openalex.org/W2411885377","https://openalex.org/W2419262046","https://openalex.org/W2515129811","https://openalex.org/W2543580944","https://openalex.org/W2557283755","https://openalex.org/W2557923043","https://openalex.org/W2558097110","https://openalex.org/W2564896438","https://openalex.org/W2571820952","https://openalex.org/W2605810061","https://openalex.org/W2612450917","https://openalex.org/W2742961367","https://openalex.org/W2744040310","https://openalex.org/W2745162489","https://openalex.org/W2759086487","https://openalex.org/W2761699219","https://openalex.org/W2763523016","https://openalex.org/W2770783293","https://openalex.org/W2783515600","https://openalex.org/W2783827472","https://openalex.org/W2789457647","https://openalex.org/W2791098407","https://openalex.org/W2792248096","https://openalex.org/W2792689221","https://openalex.org/W2793916499","https://openalex.org/W2795749052","https://openalex.org/W2797204974","https://openalex.org/W2802713807","https://openalex.org/W2809890364","https://openalex.org/W2885533875","https://openalex.org/W2889803518","https://openalex.org/W2895482421","https://openalex.org/W2898731921","https://openalex.org/W2898873842","https://openalex.org/W2899564976","https://openalex.org/W2903133439","https://openalex.org/W2904250082","https://openalex.org/W2907806395","https://openalex.org/W2908276277","https://openalex.org/W2909846570","https://openalex.org/W2912316420","https://openalex.org/W2913388743","https://openalex.org/W2915745584","https://openalex.org/W2919115771","https://openalex.org/W2919979744","https://openalex.org/W2924610876","https://openalex.org/W2955849703","https://openalex.org/W2955971982","https://openalex.org/W2962182762","https://openalex.org/W2968169296","https://openalex.org/W2981263634","https://openalex.org/W2981338736","https://openalex.org/W2982419638","https://openalex.org/W2982453621","https://openalex.org/W3005606081","https://openalex.org/W3008773008","https://openalex.org/W3009196730","https://openalex.org/W3009333463","https://openalex.org/W3010846265","https://openalex.org/W3011104345","https://openalex.org/W3011771926","https://openalex.org/W3012434404","https://openalex.org/W3012780255","https://openalex.org/W3013308762","https://openalex.org/W3013680974","https://openalex.org/W3013772641","https://openalex.org/W3014145608","https://openalex.org/W3014524604","https://openalex.org/W3014974411","https://openalex.org/W3015080162","https://openalex.org/W3015292533","https://openalex.org/W3015538848","https://openalex.org/W3015541448","https://openalex.org/W3016490470","https://openalex.org/W3016540417","https://openalex.org/W3016619857","https://openalex.org/W3017071039","https://openalex.org/W3017403618","https://openalex.org/W3017957321","https://openalex.org/W3019643748","https://openalex.org/W3021627664","https://openalex.org/W3021700777","https://openalex.org/W3022163878","https://openalex.org/W3022605724","https://openalex.org/W3023134172","https://openalex.org/W3023515402","https://openalex.org/W3023846105","https://openalex.org/W3025036455","https://openalex.org/W3025407889","https://openalex.org/W3025444948","https://openalex.org/W3025919194","https://openalex.org/W3025948831","https://openalex.org/W3026582775","https://openalex.org/W3027676924","https://openalex.org/W3028409905","https://openalex.org/W3028662293","https://openalex.org/W3029383985","https://openalex.org/W3029487086","https://openalex.org/W3031540001","https://openalex.org/W3034304416","https://openalex.org/W3034949062","https://openalex.org/W3036188798","https://openalex.org/W3036188985","https://openalex.org/W3036356470","https://openalex.org/W3036368303","https://openalex.org/W3036518747","https://openalex.org/W3036612444","https://openalex.org/W3036849845","https://openalex.org/W3037841530","https://openalex.org/W3038003980","https://openalex.org/W3039137888","https://openalex.org/W3039182478","https://openalex.org/W3040989605","https://openalex.org/W3042070269","https://openalex.org/W3042239862","https://openalex.org/W3043025614","https://openalex.org/W3044729101","https://openalex.org/W3045181115","https://openalex.org/W3045554909","https://openalex.org/W3045668724","https://openalex.org/W3045958419","https://openalex.org/W3046052168","https://openalex.org/W3046199400","https://openalex.org/W3046262970","https://openalex.org/W3046331930","https://openalex.org/W3046366514","https://openalex.org/W3046713713","https://openalex.org/W3046899928","https://openalex.org/W3047612408","https://openalex.org/W3048190739","https://openalex.org/W3048567965","https://openalex.org/W3048687748","https://openalex.org/W3049002082","https://openalex.org/W3049160157","https://openalex.org/W3049308402","https://openalex.org/W3049318930","https://openalex.org/W3049732719","https://openalex.org/W3049757379","https://openalex.org/W3056359467","https://openalex.org/W3061493183","https://openalex.org/W3080142561","https://openalex.org/W3080468922","https://openalex.org/W3080623350","https://openalex.org/W3080653469","https://openalex.org/W3080785764","https://openalex.org/W3081248760","https://openalex.org/W3081532657","https://openalex.org/W3082071203","https://openalex.org/W3082102108","https://openalex.org/W3082854218","https://openalex.org/W3082974932","https://openalex.org/W3083328146","https://openalex.org/W3083583875","https://openalex.org/W3086210742","https://openalex.org/W3087000505","https://openalex.org/W3087300877","https://openalex.org/W3088122790","https://openalex.org/W3088364388","https://openalex.org/W3088372034","https://openalex.org/W3089190579","https://openalex.org/W3089265909","https://openalex.org/W3089363942","https://openalex.org/W3089460656","https://openalex.org/W3090867153","https://openalex.org/W3091551797","https://openalex.org/W3091654554","https://openalex.org/W3091801901","https://openalex.org/W3091830743","https://openalex.org/W3092581351","https://openalex.org/W3092835499","https://openalex.org/W3093155914","https://openalex.org/W3093212681","https://openalex.org/W3093487189","https://openalex.org/W3093825887","https://openalex.org/W3093999788","https://openalex.org/W3094209195","https://openalex.org/W3094257140","https://openalex.org/W3094864404","https://openalex.org/W3095988402","https://openalex.org/W3096334941","https://openalex.org/W3096473674","https://openalex.org/W3096523314","https://openalex.org/W3096746466","https://openalex.org/W3096902328","https://openalex.org/W3097035894","https://openalex.org/W3097106009","https://openalex.org/W3098970004","https://openalex.org/W3099842405","https://openalex.org/W3100552027","https://openalex.org/W3100933494","https://openalex.org/W3101430345","https://openalex.org/W3101670640","https://openalex.org/W3104614168","https://openalex.org/W3104621635","https://openalex.org/W3105249229","https://openalex.org/W3106535481","https://openalex.org/W3107931159","https://openalex.org/W3108758487","https://openalex.org/W3109495579","https://openalex.org/W3109900900","https://openalex.org/W3109925151","https://openalex.org/W3111182517","https://openalex.org/W3111499033","https://openalex.org/W3112719696","https://openalex.org/W3112760178","https://openalex.org/W3113265756","https://openalex.org/W3115094144","https://openalex.org/W3115175659","https://openalex.org/W3115795751","https://openalex.org/W3115894432","https://openalex.org/W3115980742","https://openalex.org/W3118875879","https://openalex.org/W3119527628","https://openalex.org/W3119865579","https://openalex.org/W3120559956","https://openalex.org/W3120922429","https://openalex.org/W3121142058","https://openalex.org/W3124476683","https://openalex.org/W3127786203","https://openalex.org/W3130153679","https://openalex.org/W3131326546","https://openalex.org/W3136933888","https://openalex.org/W3143352674","https://openalex.org/W3164688832","https://openalex.org/W3187704775","https://openalex.org/W3198446459","https://openalex.org/W3201200939","https://openalex.org/W3204696891","https://openalex.org/W3214889774","https://openalex.org/W3217780896","https://openalex.org/W4205732453","https://openalex.org/W4210580908","https://openalex.org/W4224005272","https://openalex.org/W4248446217","https://openalex.org/W4250503569","https://openalex.org/W4252664700","https://openalex.org/W4284899933","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2950423922","https://openalex.org/W2079579310","https://openalex.org/W2116074880","https://openalex.org/W2161494499","https://openalex.org/W2064731037","https://openalex.org/W1972566927","https://openalex.org/W2767141225"],"abstract_inverted_index":{"COVID-19":[0,26,69,139],"disease,":[1],"which":[2],"highly":[3],"affected":[4],"global":[5],"life":[6],"in":[7,21,50,75,97,102,125,138,209,219,236],"2020,":[8],"led":[9],"to":[10,25,91,241],"a":[11,58],"rapid":[12],"scientific":[13,22],"response.":[14],"Versatile":[15],"optimization":[16],"methods":[17],"found":[18,136],"their":[19],"application":[20],"studies":[23],"related":[24,67,140],"pandemic.":[27],"Differential":[28],"Evolution":[29],"(DE)":[30],"and":[31,48,62,110,117,121,144,155,170,183,204,216,231],"Particle":[32],"Swarm":[33],"Optimization":[34],"(PSO)":[35],"are":[36,100,146,164,187,214,250],"two":[37,42,80,221],"metaheuristics":[38,98,130,248],"that":[39,71,99,137,206,249],"for":[40,65,113,150,191,246],"over":[41],"decades":[43,222],"have":[44],"been":[45],"widely":[46],"researched":[47],"used":[49,131,149],"various":[51,237],"fields":[52],"of":[53,60,83,119,128,152,158,202,229,234],"science.":[54],"In":[55],"this":[56],"paper":[57],"survey":[59],"DE":[61,120,143,175,203],"PSO":[63,122,145,177,205],"applications":[64,163],"problems":[66],"with":[68],"pandemic":[70,169],"were":[72,207],"rapidly":[73],"published":[74],"2020":[76],"is":[77,123,135,180,223],"presented":[78],"from":[79],"different":[81,108],"points":[82],"view:":[84],"1.":[85,142],"practitioners":[86],"seeking":[87],"the":[88,111,126,168,184,192,199,210,227,232,243],"appropriate":[89,190],"method":[90],"solve":[92],"particular":[93,193],"problem,":[94],"2.":[95,172],"experts":[96],"interested":[101],"methodological":[103,178],"details,":[104],"inter":[105],"comparisons":[106],"between":[107],"methods,":[109],"ways":[112],"improvement.":[114],"The":[115],"effectiveness":[116],"popularity":[118],"analyzed":[124],"context":[127],"other":[129],"against":[132],"COVID-19.":[133],"It":[134],"studies:":[141],"most":[147],"frequently":[148],"calibration":[151],"epidemiological":[153],"models":[154],"image-based":[156],"classification":[157],"patients":[159],"or":[160,176,195],"symptoms,":[161],"but":[162],"versatile,":[165],"even":[166],"interconnecting":[167],"humanities;":[171],"reporting":[173],"on":[174],"details":[179],"often":[181],"scarce,":[182],"choices":[185],"made":[186],"not":[188],"necessarily":[189],"algorithm":[194],"problem;":[196],"3.":[197],"mainly":[198],"basic":[200],"variants":[201],"proposed":[208],"late":[211],"XX":[212],"century":[213],"applied,":[215],"research":[217],"performed":[218],"recent":[220],"rather":[224],"ignored;":[225],"4.":[226],"number":[228],"citations":[230],"availability":[233],"codes":[235],"programming":[238],"languages":[239],"seems":[240],"be":[242],"main":[244],"factors":[245],"choosing":[247],"finally":[251],"used.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}