{"id":"https://openalex.org/W2133062083","doi":"https://doi.org/10.1109/nabic.2009.5393598","title":"Syncro Germ Co-operation by Twin Swarm Intelligence for multimodal function optimization","display_name":"Syncro Germ Co-operation by Twin Swarm Intelligence for multimodal function optimization","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2133062083","doi":"https://doi.org/10.1109/nabic.2009.5393598","mag":"2133062083"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","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/A5110387355","display_name":"K. M. Bakwad","orcid":null},"institutions":[{"id":"https://openalex.org/I51452335","display_name":"Panjab University","ror":"https://ror.org/04p2sbk06","country_code":"IN","type":"education","lineage":["https://openalex.org/I51452335"]},{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. M. Bakwad","raw_affiliation_strings":["National Institute of Technical Teacher''s Training and Research, Chandigarh, India","National Institute of Technical Teachers Training & Research; Chandigarh; India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technical Teacher''s Training and Research, Chandigarh, India","institution_ids":["https://openalex.org/I4210094264"]},{"raw_affiliation_string":"National Institute of Technical Teachers Training & Research; Chandigarh; India","institution_ids":["https://openalex.org/I51452335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069578919","display_name":"Shyam S. Pattnaik","orcid":"https://orcid.org/0000-0001-5894-9145"},"institutions":[{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]},{"id":"https://openalex.org/I51452335","display_name":"Panjab University","ror":"https://ror.org/04p2sbk06","country_code":"IN","type":"education","lineage":["https://openalex.org/I51452335"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S.S. Pattnaik","raw_affiliation_strings":["National Institute of Technical Teacher''s Training and Research, Chandigarh, India","National Institute of Technical Teachers Training & Research; Chandigarh; India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technical Teacher''s Training and Research, Chandigarh, India","institution_ids":["https://openalex.org/I4210094264"]},{"raw_affiliation_string":"National Institute of Technical Teachers Training & Research; Chandigarh; India","institution_ids":["https://openalex.org/I51452335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110663378","display_name":"B.S. Sohi","orcid":null},"institutions":[{"id":"https://openalex.org/I51452335","display_name":"Panjab University","ror":"https://ror.org/04p2sbk06","country_code":"IN","type":"education","lineage":["https://openalex.org/I51452335"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. S. Sohi","raw_affiliation_strings":["UIET Panjab University, Chandigarh, India"],"affiliations":[{"raw_affiliation_string":"UIET Panjab University, Chandigarh, India","institution_ids":["https://openalex.org/I51452335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091298969","display_name":"S. Devi","orcid":"https://orcid.org/0000-0002-0153-6283"},"institutions":[{"id":"https://openalex.org/I51452335","display_name":"Panjab University","ror":"https://ror.org/04p2sbk06","country_code":"IN","type":"education","lineage":["https://openalex.org/I51452335"]},{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Devi","raw_affiliation_strings":["National Institute of Technical Teacher''s Training and Research, Chandigarh, India","National Institute of Technical Teachers Training & Research; Chandigarh; India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technical Teacher''s Training and Research, Chandigarh, India","institution_ids":["https://openalex.org/I4210094264"]},{"raw_affiliation_string":"National Institute of Technical Teachers Training & Research; Chandigarh; India","institution_ids":["https://openalex.org/I51452335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073634264","display_name":"Bijaya Ketan Panigrahi","orcid":"https://orcid.org/0000-0003-2062-2889"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B.K. Panigrahi","raw_affiliation_strings":["Indian Institute of Technology, New Delhi, India","Indian Institute of Technology , Delhi , India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, New Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Indian Institute of Technology , Delhi , India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053663591","display_name":"Sanjoy Das","orcid":"https://orcid.org/0000-0003-0699-1848"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]},{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjoy Das","raw_affiliation_strings":["Kansas State University, Rolla, USA"],"affiliations":[{"raw_affiliation_string":"Kansas State University, Rolla, USA","institution_ids":["https://openalex.org/I20382870","https://openalex.org/I189590672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045138930","display_name":"M. R. Lohakare","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]},{"id":"https://openalex.org/I51452335","display_name":"Panjab University","ror":"https://ror.org/04p2sbk06","country_code":"IN","type":"education","lineage":["https://openalex.org/I51452335"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. R. Lohakare","raw_affiliation_strings":["National Institute of Technical Teacher''s Training and Research, Chandigarh, India","National Institute of Technical Teachers Training & Research; Chandigarh; India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technical Teacher''s Training and Research, Chandigarh, India","institution_ids":["https://openalex.org/I4210094264"]},{"raw_affiliation_string":"National Institute of Technical Teachers Training & Research; Chandigarh; India","institution_ids":["https://openalex.org/I51452335"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5110387355"],"corresponding_institution_ids":["https://openalex.org/I4210094264","https://openalex.org/I51452335"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12964724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9814000129699707,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7115438580513},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.6592350602149963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5703336596488953},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5564073324203491},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5386950373649597},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5203023552894592},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5129753947257996},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5038108229637146},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5015218257904053},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4919836223125458},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.4508960247039795},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4493669271469116},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.42831724882125854},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4258122742176056},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4113260805606842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3384206295013428},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3071621358394623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2955935597419739},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12330701947212219},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10656261444091797},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06793487071990967}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7115438580513},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.6592350602149963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5703336596488953},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5564073324203491},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5386950373649597},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5203023552894592},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5129753947257996},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5038108229637146},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5015218257904053},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4919836223125458},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.4508960247039795},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4493669271469116},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.42831724882125854},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4258122742176056},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4113260805606842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3384206295013428},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3071621358394623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2955935597419739},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12330701947212219},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10656261444091797},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06793487071990967},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1541979755","https://openalex.org/W1925428099","https://openalex.org/W2010539213","https://openalex.org/W2047563877","https://openalex.org/W2102550403","https://openalex.org/W2103545758","https://openalex.org/W2115134104","https://openalex.org/W2125035539","https://openalex.org/W2134231130","https://openalex.org/W2157880518"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W3012322385","https://openalex.org/W4304182880","https://openalex.org/W2159541481"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"fusion":[3],"of":[4,21,27,41,68,75,85,91,144,149,198,210],"synchronous":[5],"germ":[6],"computing":[7],"(SGC)":[8],"with":[9,24,77,96,157,166,189],"twin":[10],"swarm":[11,94],"intelligence":[12],"(TSI)":[13],"technique":[14,154],"named":[15],"as":[16,51,107],"SGCTSI":[17,131,200],"to":[18,37,61,119,193],"enhance":[19],"quality":[20,143,187],"global":[22,63,134],"solutions":[23,145],"faster":[25,190],"convergence":[26,122,191],"multimodal":[28],"functions.":[29],"In":[30,53],"this":[31],"paper,":[32],"initially":[33],"the":[34,39,56,73,117,138,142,147,181,199],"authors":[35],"tried":[36],"increase":[38],"speed":[40],"bacteria":[42,45,57,86],"by":[43,71,89],"updating":[44],"positions":[46,60,84],"synchronously,":[47],"which":[48],"is":[49,155],"treated":[50],"SGC.":[52],"SGC,":[54],"all":[55],"update":[58],"their":[59],"attain":[62],"best":[64,104],"position":[65],"after":[66],"completion":[67],"each":[69,78,81,150],"generation,":[70,82],"adopting":[72],"feature":[74],"communication":[76],"other.":[79],"After":[80],"current":[83],"are":[87,164],"updated":[88],"co-operation":[90],"ePSO":[92,167],"(particle":[93],"optimization":[95],"extrapolation":[97],"technique)":[98],"and":[99,102,140,162,169,208],"GLBestPSO":[100,168],"(global":[101],"local":[103,128],"PSO)":[105],"called":[106],"mutation":[108,111],"operator.":[109],"The":[110,130,152,173,196],"operator":[112],"brings":[113],"about":[114],"diversity":[115],"in":[116,126],"population":[118],"avoid":[120],"premature":[121],"or":[123],"being":[124],"trapped":[125],"some":[127],"optima.":[129],"has":[132,201],"more":[133],"search":[135],"ability":[136],"at":[137,146],"beginning":[139],"improves":[141],"end":[148],"run.":[151],"proposed":[153,182],"tested":[156,203],"eight":[158],"standard":[159],"benchmark":[160],"functions":[161,178],"results":[163,175],"compared":[165,192],"canonical":[170],"PSO":[171],"(cPSO).":[172],"experimental":[174],"on":[176],"bencmark":[177],"validate":[179],"that,":[180],"trifusion":[183],"approach":[184],"produces":[185],"good":[186],"solution":[188],"other":[194],"techniques.":[195],"performance":[197],"been":[202],"through":[204],"various":[205],"statistical":[206],"parameters":[207],"analysis":[209],"variance":[211],"(ANOVA)":[212],"test.":[213]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
