{"id":"https://openalex.org/W1995360655","doi":"https://doi.org/10.1109/cec.2010.5586142","title":"An explorative and exploitative mutation scheme","display_name":"An explorative and exploitative mutation scheme","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1995360655","doi":"https://doi.org/10.1109/cec.2010.5586142","mag":"1995360655"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1265959","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090363651","display_name":"Fatemeh Vafaee","orcid":"https://orcid.org/0000-0002-7521-2417"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fatemeh Vafaee","raw_affiliation_strings":["Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois, Chicago, Chicago, IL, USA","Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois at Chicago, Chicago, Illinois 60607, USA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois at Chicago, Chicago, Illinois 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103838151","display_name":"Peter Nelson","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter C. Nelson","raw_affiliation_strings":["Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois, Chicago, Chicago, IL, USA","Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois at Chicago, Chicago, Illinois 60607, USA"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Artificial Intelligence Laboratory, the Department of Computer Sciences, University of Illinois at Chicago, Chicago, Illinois 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090363651"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":2.3477,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89286711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9986000061035156,"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":0.9977999925613403,"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/mutation","display_name":"Mutation","score":0.7261772155761719},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6946972012519836},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6430896520614624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6136600971221924},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5371775031089783},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5205118060112},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5067716240882874},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5024943351745605},{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.49897289276123047},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4870300889015198},{"id":"https://openalex.org/keywords/mutation-rate","display_name":"Mutation rate","score":0.475172221660614},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4646662473678589},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.418077290058136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3837321996688843},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3605378568172455},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35171544551849365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2161087691783905},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10904228687286377},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07975208759307861},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0669255256652832},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06466695666313171}],"concepts":[{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.7261772155761719},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6946972012519836},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6430896520614624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6136600971221924},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5371775031089783},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5205118060112},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5067716240882874},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5024943351745605},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.49897289276123047},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4870300889015198},{"id":"https://openalex.org/C98638677","wikidata":"https://www.wikidata.org/wiki/Q2067051","display_name":"Mutation rate","level":3,"score":0.475172221660614},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4646662473678589},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.418077290058136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3837321996688843},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3605378568172455},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35171544551849365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2161087691783905},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10904228687286377},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07975208759307861},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0669255256652832},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06466695666313171},{"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2010.5586142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:1265959","is_oa":true,"landing_page_url":"https://zenodo.org/record/1265959","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1265959","is_oa":true,"landing_page_url":"https://zenodo.org/record/1265959","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W62181089","https://openalex.org/W169847450","https://openalex.org/W1480936263","https://openalex.org/W1490490906","https://openalex.org/W1496027058","https://openalex.org/W1497256448","https://openalex.org/W1517021811","https://openalex.org/W1523090006","https://openalex.org/W1535529451","https://openalex.org/W1539490460","https://openalex.org/W1566803874","https://openalex.org/W1570180898","https://openalex.org/W1585335425","https://openalex.org/W1590946005","https://openalex.org/W1774793752","https://openalex.org/W1844951369","https://openalex.org/W1964153772","https://openalex.org/W1990771923","https://openalex.org/W2098710879","https://openalex.org/W2124790653","https://openalex.org/W2125439688","https://openalex.org/W2146879413","https://openalex.org/W2166928315","https://openalex.org/W2167823546","https://openalex.org/W3023540311","https://openalex.org/W4394741625","https://openalex.org/W6607018677","https://openalex.org/W6630706112","https://openalex.org/W6632334540","https://openalex.org/W6633859084","https://openalex.org/W6638771720"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"Exploration":[0],"and":[1,20,59,91,107,135],"exploitation":[2],"are":[3,84,112],"the":[4,14,18,24,27,36,52,56,62,79,89,94,101,104,109,115,119,122,125,136,151],"two":[5],"cornerstones":[6],"which":[7],"characterize":[8],"Evolutionary":[9],"Algorithms":[10],"(EAs)":[11],"capabilities.":[12],"Maintaining":[13],"reciprocal":[15],"balance":[16,102],"of":[17,29,50,55,78,93,103,121,132,143],"explorative":[19],"exploitative":[21],"power":[22],"is":[23,40,48,127,138],"key":[25],"to":[26,99],"success":[28],"EA":[30],"applications.":[31],"Accordingly,":[32],"in":[33],"this":[34],"work":[35],"canonical":[37],"Genetic":[38],"Algorithm":[39],"augmented":[41],"by":[42],"a":[43,130,141],"new":[44],"mutation":[45,68,72,110],"scheme":[46],"that":[47,150],"capable":[49],"exploring":[51],"unseen":[53],"regions":[54],"search":[57],"space,":[58],"simultaneously":[60],"exploiting":[61],"already-found":[63],"promising":[64],"elements.":[65],"The":[66,147],"proposed":[67,123],"operator":[69],"specifies":[70],"different":[71,75],"rates":[73,83,111],"for":[74],"sites":[76],"(loci)":[77],"individuals.":[80,96],"These":[81],"site-specific":[82],"wisely":[85],"derived":[86],"based":[87],"on":[88],"fitness":[90],"structure":[92],"population":[95],"In":[97],"order":[98],"retain":[100],"required":[105],"exploration":[106],"exploitation,":[108],"adapted":[113],"during":[114],"evolution.":[116],"To":[117],"demonstrate":[118,149],"efficacy":[120],"algorithm,":[124],"method":[126,154],"evaluated":[128],"using":[129],"set":[131],"benchmark":[133],"problems":[134],"outcome":[137],"compared":[139],"with":[140],"series":[142],"well-known":[144],"relevant":[145],"algorithms.":[146],"results":[148],"newly":[152],"suggested":[153],"significantly":[155],"outperforms":[156],"its":[157],"rivals.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
