{"id":"https://openalex.org/W2169934304","doi":"https://doi.org/10.1109/tevc.2005.843751","title":"The Exploration/Exploitation Tradeoff in Dynamic Cellular Genetic Algorithms","display_name":"The Exploration/Exploitation Tradeoff in Dynamic Cellular Genetic Algorithms","publication_year":2005,"publication_date":"2005-04-01","ids":{"openalex":"https://openalex.org/W2169934304","doi":"https://doi.org/10.1109/tevc.2005.843751","mag":"2169934304"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2005.843751","doi":"https://doi.org/10.1109/tevc.2005.843751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2005.843751","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","norway-2","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5019440355","display_name":"Enrique Alba","orcid":"https://orcid.org/0000-0002-5520-8875","observed_orcids":["https://orcid.org/0000-0002-5520-8875"]},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Alba","raw_affiliation_strings":["Department of Computer Science, University of M\u00e0laga, Malaga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00e0laga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061059522","display_name":"Bernab\u00e8 Dorronsoro","orcid":"https://orcid.org/0000-0003-0481-790X","observed_orcids":["https://orcid.org/0000-0003-0481-790X"]},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Dorronsoro","raw_affiliation_strings":["Computing Central Services, University of M\u00e0laga, Malaga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Central Services, University of M\u00e0laga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82767444"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":13.3419,"has_fulltext":false,"cited_by_count":460,"citation_normalized_percentile":{"value":0.98959359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":"2","first_page":"126","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9740999937057495,"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":0.9740999937057495,"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":0.020800000056624413,"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/T12162","display_name":"Cellular Automata and Applications","score":0.0015999999595806003,"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/cellular-genetic-algorithm","display_name":"cellular genetic algorithm","score":0.9909999966621399},{"id":"https://openalex.org/keywords/exploration-exploitation-trade-off","display_name":"exploration-exploitation balance","score":0.9169999957084656},{"id":"https://openalex.org/keywords/decentralized-search","display_name":"decentralized search","score":0.7379999756813049},{"id":"https://openalex.org/keywords/adaptive-topology","display_name":"adaptive topology","score":0.5460000038146973},{"id":"https://openalex.org/keywords/selective-pressure","display_name":"selection pressure","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7187525033950806},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5916370749473572},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5671613812446594},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5346616506576538},{"id":"https://openalex.org/C167393769","wikidata":"https://www.wikidata.org/wiki/Q4680768","display_name":"Adaptive strategies","level":2,"score":0.4752595126628876},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4385024607181549},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.43692657351493835},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4174744188785553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2525845766067505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24155473709106445},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2141648232936859},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tevc.2005.843751","doi":"https://doi.org/10.1109/tevc.2005.843751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2005.843751","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-a","fnege-4","jufo-3","norway-2","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.308.8142","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.308.8142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.lcc.uma.es/~eat/pdf/tec05a.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W67059538","https://openalex.org/W94967961","https://openalex.org/W180365225","https://openalex.org/W1483729398","https://openalex.org/W1490685443","https://openalex.org/W1506821072","https://openalex.org/W1537945876","https://openalex.org/W1540072641","https://openalex.org/W1541691514","https://openalex.org/W1560376585","https://openalex.org/W1566803874","https://openalex.org/W1567118690","https://openalex.org/W1573534773","https://openalex.org/W1584874830","https://openalex.org/W1593549813","https://openalex.org/W1606480398","https://openalex.org/W1765898577","https://openalex.org/W1774977295","https://openalex.org/W1878904311","https://openalex.org/W2003995295","https://openalex.org/W2031103608","https://openalex.org/W2080305639","https://openalex.org/W2094453630","https://openalex.org/W2095801987","https://openalex.org/W2100004220","https://openalex.org/W2129167920","https://openalex.org/W2133535084","https://openalex.org/W2137408671","https://openalex.org/W2151554678","https://openalex.org/W2151597584","https://openalex.org/W2152631195","https://openalex.org/W2154047522","https://openalex.org/W2155926177","https://openalex.org/W2166348281","https://openalex.org/W2168427112","https://openalex.org/W3021428367","https://openalex.org/W4213009134","https://openalex.org/W4301433454"],"related_works":["https://openalex.org/W2949472151","https://openalex.org/W2027730692","https://openalex.org/W1982799177","https://openalex.org/W1537945876","https://openalex.org/W7100131315","https://openalex.org/W2393455295","https://openalex.org/W2167023171","https://openalex.org/W7099396183","https://openalex.org/W1934722765","https://openalex.org/W2069132223"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"static":[3],"and":[4,27,76,182],"dynamic":[5,154,166],"decentralized":[6],"versions":[7],"of":[8,38,52,67,93,124,139,156,180,191,195],"the":[9,36,43,65,70,74,77,81,91,97,128,137,151,169,175],"search":[10,82],"model":[11],"known":[12],"as":[13,130],"cellular":[14,157],"genetic":[15],"algorithm":[16],"(cGA),":[17],"in":[18,23,35,42,59,89,178,198],"which":[19,109],"individuals":[20],"are":[21],"located":[22],"a":[24,49,60,115,121,131,141,189],"specific":[25],"topology":[26,40,75],"interact":[28],"only":[29],"with":[30],"their":[31],"neighbors.":[32],"Making":[33],"changes":[34,58],"shape":[37,79],"such":[39],"or":[41],"neighborhood":[44,78],"may":[45],"give":[46],"birth":[47],"to":[48,87,107,150,159,200],"high":[50],"number":[51],"algorithmic":[53],"variants.":[54],"We":[55,162],"perform":[56],"these":[57,165],"methodological":[61],"way":[62],"by":[63],"tuning":[64],"concept":[66],"ratio.":[68,143],"Since":[69],"relationship":[71],"(ratio)":[72],"between":[73],"defines":[80],"selection":[83],"pressure,":[84],"we":[85,101,119,184],"propose":[86],"analyze":[88],"depth":[90],"influence":[92],"this":[94,125],"ratio":[95,110,126],"on":[96,188],"exploration/exploitation":[98],"tradeoff.":[99],"As":[100],"will":[102,147],"see,":[103],"it":[104],"is":[105,111],"difficult":[106],"decide":[108],"best":[112],"suited":[113],"for":[114],"given":[116],"problem.":[117],"Therefore,":[118],"introduce":[120],"preprogrammed":[122],"change":[123],"during":[127],"evolution":[129],"possible":[132],"additional":[133],"improvement":[134],"that":[135,164],"removes":[136],"need":[138],"specifying":[140],"single":[142],"A":[144],"later":[145],"refinement":[146],"lead":[148],"us":[149],"first":[152],"adaptive":[153],"kind":[155],"models":[158],"our":[160,186,203],"knowledge.":[161],"conclude":[163],"cGAs":[167],"have":[168],"most":[170],"desirable":[171],"behavior":[172],"among":[173],"all":[174],"evaluated":[176],"ones":[177],"terms":[179],"efficiency":[181],"accuracy;":[183],"validate":[185],"results":[187],"set":[190],"seven":[192],"different":[193],"problems":[194],"considerable":[196],"complexity":[197],"order":[199],"better":[201],"sustain":[202],"conclusions.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":37},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":32},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":19},{"year":2015,"cited_by_count":24},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":22},{"year":2012,"cited_by_count":22}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}