{"id":"https://openalex.org/W2172157601","doi":"https://doi.org/10.1109/cec.2011.5949758","title":"A Concentration-based Artificial Immune Network for combinatorial optimization","display_name":"A Concentration-based Artificial Immune Network for combinatorial optimization","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2172157601","doi":"https://doi.org/10.1109/cec.2011.5949758","mag":"2172157601"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5008918749","display_name":"Guilherme Palermo Coelho","orcid":"https://orcid.org/0000-0002-4641-0684"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme P. Coelho","raw_affiliation_strings":["Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010769668","display_name":"Fabr\u00edcio Olivetti de Fran\u00e7a","orcid":"https://orcid.org/0000-0002-2741-8736"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabricio O. de Franca","raw_affiliation_strings":["Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035858702","display_name":"Fernando J. Von Zuben","orcid":"https://orcid.org/0000-0002-4128-5415"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando J. Von Zuben","raw_affiliation_strings":["Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Bioinformatics and Bioinspired Computing (LBiC/DCA), School of Electrical and Computer Engineering (FEEC), State University of Campinas-UNICAMP, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008918749"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":1.2591,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.80196552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2801","issue":null,"first_page":"1242","last_page":"1249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10031","display_name":"T-cell and B-cell Immunology","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9829999804496765,"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/metaheuristic","display_name":"Metaheuristic","score":0.6585375666618347},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6541930437088013},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.6310058236122131},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.6226605772972107},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5416077375411987},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5063976049423218},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5024981498718262},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.452330619096756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41199707984924316},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24223592877388},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22686022520065308}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6585375666618347},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6541930437088013},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.6310058236122131},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.6226605772972107},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5416077375411987},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5063976049423218},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5024981498718262},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.452330619096756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41199707984924316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24223592877388},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22686022520065308},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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":15,"referenced_works":["https://openalex.org/W16274536","https://openalex.org/W192749064","https://openalex.org/W1543260478","https://openalex.org/W1566766802","https://openalex.org/W1865323736","https://openalex.org/W2005462790","https://openalex.org/W2033383336","https://openalex.org/W2035809855","https://openalex.org/W2042986967","https://openalex.org/W2077293630","https://openalex.org/W2086496469","https://openalex.org/W2163428398","https://openalex.org/W2170147630","https://openalex.org/W2324108981","https://openalex.org/W6632476735"],"related_works":["https://openalex.org/W2495211334","https://openalex.org/W2100354973","https://openalex.org/W3095745430","https://openalex.org/W4375949242","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307"],"abstract_inverted_index":{"Diversity":[0],"maintenance":[1,90,164,218],"is":[2],"an":[3,177],"important":[4],"aspect":[5],"in":[6,30,166,176,197,209],"population-based":[7],"metaheuristics":[8,37],"for":[9,68,155],"optimization,":[10],"as":[11],"it":[12,129,211],"tends":[13],"to":[14,27,56,79,122,135,152,182],"allow":[15],"a":[16,69,94,103,198],"better":[17],"exploration":[18],"of":[19,59,63,66,83,107,179,200,220],"the":[20,25,40,50,61,81,84,169,216,221],"search":[21],"space,":[22],"thus":[23],"reducing":[24],"susceptibility":[26],"local":[28],"optima":[29],"multimodal":[31],"optimization":[32,126,157,187,227],"problems.":[33,188],"In":[34],"this":[35,167],"context,":[36],"based":[38,202],"on":[39,203],"Artificial":[41,116],"Immune":[42,51,117],"System":[43],"(AIS)":[44],"framework,":[45],"especially":[46],"those":[47],"inspired":[48],"by":[49],"Network":[52],"theory,":[53],"are":[54],"known":[55],"be":[57],"capable":[58],"stimulating":[60],"generation":[62],"diverse":[64],"sets":[65],"solutions":[67],"given":[70],"problem,":[71],"even":[72,92],"though":[73],"generally":[74],"implementing":[75],"very":[76],"simple":[77],"mechanisms":[78],"control":[80],"dynamics":[82],"network.":[85,109],"To":[86],"increase":[87],"such":[88,180],"diversity":[89,163,217],"capability":[91],"further,":[93],"new":[95,111,190],"immune-inspired":[96],"algorithm":[97],"was":[98,119,130,173,194,212],"recently":[99],"proposed,":[100],"which":[101,210],"adopted":[102],"novel":[104],"concentration-based":[105,171],"model":[106],"immune":[108],"This":[110,189],"algorithm,":[112,191,222],"named":[113,192],"cob-aiNet":[114,144],"(Concentration-based":[115],"Network),":[118],"originally":[120],"developed":[121],"solve":[123],"real-parameter":[124,138],"single-objective":[125,185],"problems,":[127],"and":[128,145,158],"later":[131],"extended":[132],"(with":[133],"cob-aiNet[MO])":[134],"deal":[136,183],"with":[137,184],"multi-objective":[139],"optimization.":[140],"Given":[141],"that":[142],"both":[143],"cob-aiNet[MO]":[146],"obtained":[147],"competitive":[148],"results":[149],"when":[150],"compared":[151],"state-of-the-art":[153],"algorithms":[154,181],"continuous":[156],"also":[159,224],"presented":[160],"significantly":[161],"improved":[162],"mechanisms,":[165],"work":[168],"same":[170],"paradigm":[172],"further":[174],"explored,":[175],"extension":[178],"combinatorial":[186],"cob-aiNet[C],":[193],"evaluated":[195],"here":[196],"series":[199],"experiments":[201],"four":[204],"Traveling":[205],"Salesman":[206],"Problems":[207],"(TSPs),":[208],"verified":[213],"not":[214],"only":[215],"capabilities":[219],"but":[223],"its":[225],"overall":[226],"performance.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
