{"id":"https://openalex.org/W3192482553","doi":"https://doi.org/10.1155/2021/3946958","title":"A Learning Sparrow Search Algorithm","display_name":"A Learning Sparrow Search Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3192482553","doi":"https://doi.org/10.1155/2021/3946958","mag":"3192482553","pmid":"https://pubmed.ncbi.nlm.nih.gov/34413887"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3946958","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3946958","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3946958.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/3946958.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102009517","display_name":"Chengtian Ouyang","orcid":"https://orcid.org/0000-0002-0258-1289"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengtian Ouyang","raw_affiliation_strings":["School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021775532","display_name":"Donglin Zhu","orcid":"https://orcid.org/0000-0001-9868-8103"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Donglin Zhu","raw_affiliation_strings":["School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001527161","display_name":"Fengqi Wang","orcid":"https://orcid.org/0000-0003-2457-1222"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengqi Wang","raw_affiliation_strings":["School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000","institution_ids":["https://openalex.org/I4510145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021775532"],"corresponding_institution_ids":["https://openalex.org/I4510145"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":10.3592,"has_fulltext":true,"cited_by_count":90,"citation_normalized_percentile":{"value":0.98565915,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2021","issue":"1","first_page":"3946958","last_page":"3946958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.6211585402488708},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6135343909263611},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.59389728307724},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5230927467346191},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5163513422012329},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.47727078199386597},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4632704257965088},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.4378741979598999},{"id":"https://openalex.org/keywords/motion-planning","display_name":"Motion planning","score":0.4130898118019104},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.41235774755477905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33221372961997986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22696512937545776},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.20519229769706726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6211585402488708},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6135343909263611},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.59389728307724},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5230927467346191},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5163513422012329},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.47727078199386597},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4632704257965088},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.4378741979598999},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.4130898118019104},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.41235774755477905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33221372961997986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22696512937545776},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.20519229769706726},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/3946958","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3946958","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3946958.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34413887","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34413887","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:e19868f1b5a14584864965eb7ab36a6e","is_oa":true,"landing_page_url":"https://doaj.org/article/e19868f1b5a14584864965eb7ab36a6e","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8369163","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8369163","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/3946958","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3946958","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3946958.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5262149753","display_name":null,"funder_award_id":"61561024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3192482553.pdf","grobid_xml":"https://content.openalex.org/works/W3192482553.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1562251502","https://openalex.org/W2061438946","https://openalex.org/W2123682012","https://openalex.org/W2125213524","https://openalex.org/W2162745921","https://openalex.org/W2232317135","https://openalex.org/W2517600007","https://openalex.org/W2574227911","https://openalex.org/W2919979744","https://openalex.org/W2998553334","https://openalex.org/W3008086347","https://openalex.org/W3014974411","https://openalex.org/W3044535332","https://openalex.org/W3083594525","https://openalex.org/W3108534319","https://openalex.org/W3110880468","https://openalex.org/W3115986747","https://openalex.org/W3126403989","https://openalex.org/W3128436496","https://openalex.org/W3132135633","https://openalex.org/W3134034025","https://openalex.org/W3134651880","https://openalex.org/W3136036837","https://openalex.org/W3211544439"],"related_works":["https://openalex.org/W1521720388","https://openalex.org/W1777480463","https://openalex.org/W2794473043","https://openalex.org/W2077549107","https://openalex.org/W90886653","https://openalex.org/W1586280759","https://openalex.org/W4220945639","https://openalex.org/W4312928368","https://openalex.org/W2364426871","https://openalex.org/W4211243022"],"abstract_inverted_index":{"This":[0],"paper":[1,64],"solves":[2],"the":[3,26,46,57,73,79,88,91,95,101,115,119,136,144,150,170,173,179,184,209],"drawbacks":[4],"of":[5,28,48,90,118,146,172,183,211],"traditional":[6],"intelligent":[7],"optimization":[8,41],"algorithms":[9,29],"relying":[10],"on":[11,17],"0":[12],"and":[13,20,51,93,107,162,181,192,219,224],"has":[14,39,45,205,221],"good":[15,206,222],"results":[16,201],"CEC":[18,195],"2017":[19,196],"benchmark":[21,166],"functions,":[22],"which":[23,71],"effectively":[24],"improve":[25],"problem":[27,47],"falling":[30],"into":[31,56],"local":[32,58,126],"optimality.":[33],"The":[34,82,130,199],"sparrow":[35,68],"search":[36,69,96,116,127,151],"algorithm":[37],"(SSA)":[38],"significant":[40],"performance,":[42],"but":[43],"still":[44],"large":[49],"randomness":[50],"is":[52,111,128,132,154,187,213],"easy":[53],"to":[54,113,134,142,168,176],"fall":[55],"optimum.":[59],"For":[60],"this":[61,63],"reason,":[62],"proposes":[65],"a":[66,124],"learning":[67,76,85],"algorithm,":[70,185],"introduces":[72],"lens":[74],"reverse":[75,84],"strategy":[77,86,131],"in":[78,149,164,194,226],"discoverer":[80,120],"stage.":[81],"random":[83],"increases":[87],"diversity":[89],"population":[92],"makes":[94],"method":[97,117],"more":[98,121],"flexible.":[99],"In":[100],"follower":[102],"stage,":[103],"an":[104],"improved":[105],"sine":[106],"cosine":[108],"guidance":[109],"mechanism":[110],"introduced":[112],"make":[114],"detailed.":[122],"Finally,":[123,208],"differential-based":[125],"proposed.":[129],"used":[133],"update":[135],"optimal":[137],"solution":[138],"obtained":[139],"each":[140],"time":[141],"prevent":[143],"omission":[145],"high-quality":[147],"solutions":[148],"process.":[152],"LSSA":[153,186,204,212,220],"compared":[155,188],"with":[156,189],"CSSA,":[157],"ISSA,":[158],"SSA,":[159],"BSO,":[160],"GWO,":[161],"PSO":[163],"12":[165],"functions":[167],"verify":[169,178],"feasibility":[171],"algorithm.":[174],"Furthermore,":[175],"further":[177],"effectiveness":[180],"practicability":[182,210],"MSSCS,":[190],"CSsin,":[191],"FA-CL":[193],"test":[197],"function.":[198],"simulation":[200],"show":[202],"that":[203],"universality.":[207],"verified":[214],"by":[215],"robot":[216],"path":[217,227],"planning,":[218],"stability":[223],"safety":[225],"planning.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
