{"id":"https://openalex.org/W2333104643","doi":"https://doi.org/10.1109/mfi.2014.6997631","title":"Human meta-cognition inspired collaborative search algorithm for optimization","display_name":"Human meta-cognition inspired collaborative search algorithm for optimization","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2333104643","doi":"https://doi.org/10.1109/mfi.2014.6997631","mag":"2333104643"},"language":"en","primary_location":{"id":"doi:10.1109/mfi.2014.6997631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2014.6997631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI)","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/A5007097309","display_name":"Muhammad Rizwan Tanweer","orcid":"https://orcid.org/0000-0002-9584-3152"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"M. R. Tanweer","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":null,"display_name":"S. Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"S. Suresh","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108131875","display_name":"N. Sundararajan","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"N. Sundararajan","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007097309"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":4.6515,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95164306,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9969000220298767,"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":0.9805999994277954,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6682342290878296},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6291646957397461},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5755889415740967},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.46830546855926514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46452367305755615},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4599510729312897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4594174027442932},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.42160531878471375},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33550500869750977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14857372641563416},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10820072889328003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682342290878296},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6291646957397461},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5755889415740967},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46830546855926514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46452367305755615},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4599510729312897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4594174027442932},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.42160531878471375},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33550500869750977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14857372641563416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10820072889328003},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mfi.2014.6997631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mfi.2014.6997631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W1501347617","https://openalex.org/W1598182466","https://openalex.org/W1879678483","https://openalex.org/W1957053378","https://openalex.org/W1965764284","https://openalex.org/W1969885712","https://openalex.org/W2030842930","https://openalex.org/W2043987170","https://openalex.org/W2045740525","https://openalex.org/W2051848379","https://openalex.org/W2070097968","https://openalex.org/W2075427495","https://openalex.org/W2092925552","https://openalex.org/W2109169458","https://openalex.org/W2109364787","https://openalex.org/W2124514331","https://openalex.org/W2131613989","https://openalex.org/W2132181343","https://openalex.org/W2139339670","https://openalex.org/W2141804730","https://openalex.org/W2168081761","https://openalex.org/W2171301905","https://openalex.org/W4246849239","https://openalex.org/W6601165821","https://openalex.org/W6630229783","https://openalex.org/W6679381669","https://openalex.org/W7043680386"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,14,57,72,79],"human":[4,58],"meta-cognition":[5,59],"inspired":[6,17],"search":[7,64,126,146],"based":[8,62,127,147],"optimization":[9,22,67,128,148],"algorithm,":[10,71],"referred":[11],"to":[12,93],"as":[13],"Human":[15],"Meta-cognition":[16,25,37],"Collaborative":[18],"Search":[19],"algorithm":[20,65,142],"for":[21,30,46,66,87],"problems":[23],"(HMICSO).":[24],"enables":[26],"self-regulation":[27],"and":[28,33,82,91],"collaboration":[29],"effective":[31],"learning":[32,44],"problem":[34],"solving":[35],"skills.":[36],"has":[38],"been":[39],"successfully":[40],"applied":[41],"in":[42,78,131],"machine":[43],"algorithms":[45,129],"providing":[47],"better":[48,138],"solutions.":[49],"Taking":[50],"an":[51,84],"inspiration":[52],"from":[53,113],"this,":[54],"we":[55],"present":[56],"inspired,":[60],"population":[61],"collaborative":[63],"problems.":[68],"In":[69],"this":[70],"group":[73],"of":[74,102,140],"people":[75],"will":[76],"move":[77],"certain":[80],"direction":[81,90],"choose":[83],"appropriate":[85],"strategy":[86],"their":[88],"new":[89],"position":[92],"lead":[94],"them":[95],"towards":[96],"the":[97,103,114,132],"optimum":[98],"solution.":[99],"The":[100,118,134],"performance":[101,119,139],"proposed":[104],"HMICSO":[105,141],"is":[106,120],"evaluated":[107],"using":[108],"4":[109],"benchmark":[110],"test":[111],"functions":[112],"CEC2005":[115],"[23]":[116],"competition.":[117],"also":[121],"compared":[122],"with":[123],"other":[124,144],"existing":[125,145],"reported":[130],"literature.":[133],"results":[135],"clearly":[136],"indicate":[137],"over":[143],"algorithms.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}