{"id":"https://openalex.org/W2000656014","doi":"https://doi.org/10.4018/jsir.2011040102","title":"A Complementary Cyber Swarm Algorithm","display_name":"A Complementary Cyber Swarm Algorithm","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2000656014","doi":"https://doi.org/10.4018/jsir.2011040102","mag":"2000656014"},"language":"en","primary_location":{"id":"doi:10.4018/jsir.2011040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jsir.2011040102","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-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/A5015808197","display_name":"Peng-Yeng Yin","orcid":"https://orcid.org/0000-0002-2835-9002"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Peng-Yeng Yin","raw_affiliation_strings":["National Chi Nan University, Taiwan","National Chi Nan University Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2835-9002","affiliations":[{"raw_affiliation_string":"National Chi Nan University, Taiwan","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"National Chi Nan University Taiwan","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068174754","display_name":"Fred Glover","orcid":"https://orcid.org/0000-0001-6945-0438"},"institutions":[{"id":"https://openalex.org/I4210141121","display_name":"OptTek Systems (United States)","ror":"https://ror.org/03e4w4b74","country_code":"US","type":"company","lineage":["https://openalex.org/I4210141121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred Glover","raw_affiliation_strings":["OptTek Systems, Inc., USA","OptTek Systems, Inc., USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OptTek Systems, Inc., USA","institution_ids":["https://openalex.org/I4210141121"]},{"raw_affiliation_string":"OptTek Systems, Inc., USA#TAB#","institution_ids":["https://openalex.org/I4210141121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009078028","display_name":"Manuel Laguna","orcid":"https://orcid.org/0000-0002-8759-5523"},"institutions":[{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manuel Laguna","raw_affiliation_strings":["University of Colorado, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado, USA","institution_ids":["https://openalex.org/I2802236040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100840875","display_name":"Jiaxian Zhu","orcid":"https://orcid.org/0009-0004-3314-9781"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Xian Zhu","raw_affiliation_strings":["National Chi Nan University, Taiwan","National Chi Nan University Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chi Nan University, Taiwan","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"National Chi Nan University Taiwan","institution_ids":["https://openalex.org/I193365169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1982,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88753648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":"2","first_page":"22","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9879999756813049,"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"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9768999814987183,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.8199641704559326},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.683089017868042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6466286778450012},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5886053442955017},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.5776382088661194},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4545435905456543},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.42820772528648376},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.42508959770202637},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4163282513618469},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41465580463409424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.226995587348938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1718488335609436}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.8199641704559326},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.683089017868042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466286778450012},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5886053442955017},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.5776382088661194},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4545435905456543},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.42820772528648376},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.42508959770202637},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4163282513618469},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41465580463409424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.226995587348938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1718488335609436},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/jsir.2011040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jsir.2011040102","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.417.8856","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.417.8856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://leeds-faculty.colorado.edu/glover/fred pubs/428 - A_complementary_cyber_swarm_algorithm_pub version w pen et al.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:igg:jsir00:v:2:y:2011:i:2:p:22-41","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jsir.2011040102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W6828804","https://openalex.org/W50145612","https://openalex.org/W74341492","https://openalex.org/W179940750","https://openalex.org/W1551167422","https://openalex.org/W1563329443","https://openalex.org/W1586603169","https://openalex.org/W1968940625","https://openalex.org/W1974987571","https://openalex.org/W1982402598","https://openalex.org/W1992895703","https://openalex.org/W1994996222","https://openalex.org/W2010334716","https://openalex.org/W2014337138","https://openalex.org/W2020008181","https://openalex.org/W2022451981","https://openalex.org/W2026721457","https://openalex.org/W2028162268","https://openalex.org/W2042647239","https://openalex.org/W2060400398","https://openalex.org/W2080126027","https://openalex.org/W2084792706","https://openalex.org/W2088150073","https://openalex.org/W2090037440","https://openalex.org/W2095703590","https://openalex.org/W2099103233","https://openalex.org/W2101595632","https://openalex.org/W2105102593","https://openalex.org/W2106045974","https://openalex.org/W2107306858","https://openalex.org/W2107392348","https://openalex.org/W2124290836","https://openalex.org/W2126115804","https://openalex.org/W2131034441","https://openalex.org/W2135232426","https://openalex.org/W2139339670","https://openalex.org/W2142517503","https://openalex.org/W2152195021","https://openalex.org/W2152825263","https://openalex.org/W2169245194","https://openalex.org/W4212899374","https://openalex.org/W4240160161","https://openalex.org/W7065603513"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2399799070","https://openalex.org/W2965421953","https://openalex.org/W1527337688","https://openalex.org/W2026486063","https://openalex.org/W2349895019","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W2070977815","https://openalex.org/W10394924"],"abstract_inverted_index":{"A":[0],"recent":[1],"study":[2],"(Yin":[3],"et":[4],"al.,":[5],"2010)":[6],"showed":[7],"that":[8,30,40,55,116,137],"combining":[9],"particle":[10],"swarm":[11,96],"optimization":[12],"(PSO)":[13],"with":[14,128],"the":[15,58,62,74,79,85,93,99,124,138,171,177],"strategies":[16,105],"of":[17,36,71,95,101,119,132,157],"scatter":[18],"search":[19,76,97],"(SS)":[20],"and":[21,78,88,98,110],"path":[22,111],"relinking":[23,112],"(PR)":[24],"produces":[25,164],"a":[26,32,49,129,154],"Cyber":[27,51,64],"Swarm":[28,52,65],"Algorithm":[29,53,66],"creates":[31],"more":[33,148],"effective":[34],"form":[35],"PSO":[37,179],"than":[38],"methods":[39,145],"do":[41],"not":[42],"incorporate":[43],"such":[44],"mechanisms.":[45],"This":[46],"paper":[47],"proposes":[48],"Complementary":[50],"(C/CyberSA)":[54],"performs":[56],"in":[57,92,123,174],"same":[59],"league":[60],"as":[61],"original":[63,172],"but":[67],"adopts":[68],"different":[69],"sets":[70],"ideas":[72],"from":[73],"tabu":[75],"(TS)":[77],"SS/PR":[80],"template.":[81],"The":[82,160],"C/CyberSA":[83,139,161],"exploits":[84],"guidance":[86],"information":[87,90],"restriction":[89],"produced":[91],"history":[94],"manipulation":[100],"adaptive":[102],"memory.":[103],"Responsive":[104],"using":[106,153],"long":[107],"term":[108],"memory":[109],"implementations":[113],"are":[114],"proposed":[115,143],"make":[117],"use":[118],"critical":[120],"events":[121],"encountered":[122],"search.":[125],"Experimental":[126],"results":[127],"large":[130],"set":[131],"challenging":[133],"test":[134],"functions":[135],"show":[136],"outperforms":[140],"two":[141],"recently":[142],"swarm-based":[144],"by":[146,170],"finding":[147],"optimal":[149],"solutions":[150],"while":[151],"simultaneously":[152],"smaller":[155],"number":[156],"function":[158],"evaluations.":[159],"approach":[162],"further":[163],"improvements":[165],"comparable":[166],"to":[167,176],"those":[168],"obtained":[169],"CyberSA":[173],"relation":[175],"Standard":[178],"2007":[180],"method":[181],"(Clerc,":[182],"2008).":[183]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}