{"id":"https://openalex.org/W2989615904","doi":"https://doi.org/10.1109/smc.2019.8914636","title":"A Global-Best Guided Human Mental Search Algorithm with Random Clustering Strategy","display_name":"A Global-Best Guided Human Mental Search Algorithm with Random Clustering Strategy","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2989615904","doi":"https://doi.org/10.1109/smc.2019.8914636","mag":"2989615904"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","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/A5019996443","display_name":"Seyed Jalaleddin Mousavirad","orcid":"https://orcid.org/0000-0001-8661-7578"},"institutions":[{"id":"https://openalex.org/I105818395","display_name":"University of Kashan","ror":"https://ror.org/015zmr509","country_code":"IR","type":"education","lineage":["https://openalex.org/I105818395"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Seyed Jalaleddin Mousavirad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Kashan, Kashan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Kashan, Kashan, Iran","institution_ids":["https://openalex.org/I105818395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105462955","display_name":"Gerald Schaefer","orcid":"https://orcid.org/0000-0003-1292-7674"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gerald Schaefer","raw_affiliation_strings":["Department of Computer Science, Loughborough University, Loughborough, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, Loughborough, U.K","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059308026","display_name":"Iakov Korovin","orcid":"https://orcid.org/0000-0001-5192-8835"},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Iakov Korovin","raw_affiliation_strings":["Southern Federal University, Taganrog, Russia"],"affiliations":[{"raw_affiliation_string":"Southern Federal University, Taganrog, Russia","institution_ids":["https://openalex.org/I137534880"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019996443"],"corresponding_institution_ids":["https://openalex.org/I105818395"],"apc_list":null,"apc_paid":null,"fwci":1.0116,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83297446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3174","last_page":"3179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9940000176429749,"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":0.9940000176429749,"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/T11106","display_name":"Data Management and Algorithms","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9663000106811523,"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":0.6805765628814697},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6326698660850525},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4133141040802002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3322600722312927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805765628814697},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6326698660850525},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4133141040802002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3322600722312927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2019.8914636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1820051232","https://openalex.org/W1996936084","https://openalex.org/W2038411763","https://openalex.org/W2072955302","https://openalex.org/W2096166399","https://openalex.org/W2143560894","https://openalex.org/W2147271386","https://openalex.org/W2168081761","https://openalex.org/W2169245194","https://openalex.org/W2607700698","https://openalex.org/W2783827472","https://openalex.org/W2888553825","https://openalex.org/W2904250082","https://openalex.org/W2913214354","https://openalex.org/W4250503569","https://openalex.org/W6748268741","https://openalex.org/W6754514811"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":{"Human":[0,79],"mental":[1,27],"search":[2,28],"(HMS)":[3],"is":[4,44,87,131],"a":[5,47,52,90,125],"recent":[6],"population-based":[7,152],"metaheuristic":[8],"inspired":[9],"by":[10],"the":[11,15,31,59,100,108,111,117,135],"exploration":[12,122],"manner":[13],"in":[14,67,138],"bid":[16],"space":[17],"of":[18,33,92,102,110],"online":[19],"auctions.":[20],"It":[21],"has":[22,63],"three":[23],"main":[24],"operators:":[25],"(1)":[26],"which":[29,43],"explores":[30],"vicinity":[32],"each":[34],"candidate":[35],"solution":[36],"based":[37],"on":[38],"Levy":[39],"flight,":[40],"(2)":[41],"grouping":[42,136],"performed":[45],"using":[46],"clustering":[48,130],"algorithm":[49,161],"to":[50,106,115,133],"find":[51],"promising":[53,60],"area,":[54],"and":[55,120,123,163],"(3)":[56],"moving":[57],"towards":[58],"area.":[61],"HMS":[62,76,93,112,147],"shown":[64],"competitive":[65],"performance":[66],"solving":[68],"various":[69],"optimisation":[70,157,165],"problems.In":[71],"this":[72],"paper,":[73],"an":[74],"improved":[75],"algorithm,":[77],"Global-Best":[78],"Mental":[80],"Search":[81],"with":[82],"Random":[83],"Clustering":[84],"Strategy":[85],"(GHMS-RCS)":[86],"proposed":[88],"as":[89,148,150],"variant":[91],"for":[94],"global":[95,103],"optimisation.":[96],"GHMS-RCS":[97,144],"benefits":[98],"from":[99],"information":[101],"best":[104],"solutions":[105],"improve":[107,134],"exploitation":[109],"algorithm.":[113],"Also,":[114],"reduce":[116],"time":[118],"complexity":[119],"enhance":[121],"exploitation,":[124],"new":[126],"strategy":[127],"named":[128],"random":[129],"introduced":[132],"operator":[137],"HMS.":[139],"Experimental":[140],"results":[141],"show":[142],"that":[143],"outperforms":[145],"standard":[146],"well":[149],"other":[151],"algorithms":[153],"including":[154],"particle":[155],"swarm":[156],"(PSO),":[158],"shuffled":[159],"frog-leaping":[160],"(SFLA),":[162],"biogeography-based":[164],"(BBO).":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-12T06:05:19.336698","created_date":"2025-10-10T00:00:00"}
