{"id":"https://openalex.org/W2140788451","doi":"https://doi.org/10.1109/icnc.2007.748","title":"The Strategies of Initial Diversity and Dynamic Mutation Rate for Gene Expression Programming","display_name":"The Strategies of Initial Diversity and Dynamic Mutation Rate for Gene Expression Programming","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2140788451","doi":"https://doi.org/10.1109/icnc.2007.748","mag":"2140788451"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2007.748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2007.748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Natural Computation (ICNC 2007)","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/A5103153652","display_name":"Lei Duan","orcid":"https://orcid.org/0000-0001-7254-1832"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Duan","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, China","Sichuan University, Chengdu"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]},{"raw_affiliation_string":"Sichuan University, Chengdu","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103358656","display_name":"Changjie Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjie Tang","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, China","Sichuan University, Chengdu"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]},{"raw_affiliation_string":"Sichuan University, Chengdu","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102221583","display_name":"Jun Zhu","orcid":"https://orcid.org/0009-0004-1576-0675"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Zhu","raw_affiliation_strings":["National Center for Birth Defects Monitoring, Chengdu, China","National Center for Birth Defects Monitoring, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Center for Birth Defects Monitoring, Chengdu, China","institution_ids":[]},{"raw_affiliation_string":"National Center for Birth Defects Monitoring, China#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100523865","display_name":"Jie Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zuo","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, China","Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]},{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076940154","display_name":"Yintian Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yintian Liu","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, China","Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]},{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452268","display_name":"Jiang Wu","orcid":"https://orcid.org/0000-0003-4159-1911"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Wu","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, China","Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]},{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053194047","display_name":"Li Dai","orcid":"https://orcid.org/0000-0002-7516-9666"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Dai","raw_affiliation_strings":["National Center for Birth Defects Monitoring, Chengdu, China","National Center for Birth Defects Monitoring, China#TAB#"],"affiliations":[{"raw_affiliation_string":"National Center for Birth Defects Monitoring, Chengdu, China","institution_ids":[]},{"raw_affiliation_string":"National Center for Birth Defects Monitoring, China#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103153652"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"],"apc_list":null,"apc_paid":null,"fwci":1.408,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85885428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"265","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10878","display_name":"CRISPR and Genetic Engineering","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9929999709129333,"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/gene-expression-programming","display_name":"Gene expression programming","score":0.7466446161270142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5870773196220398},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5713310241699219},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5582733750343323},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5449425578117371},{"id":"https://openalex.org/keywords/grammatical-evolution","display_name":"Grammatical evolution","score":0.5336158275604248},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.523202657699585},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5003833770751953},{"id":"https://openalex.org/keywords/mutation-rate","display_name":"Mutation rate","score":0.4640229344367981},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4598267078399658},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.453369140625},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.3863937258720398},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35246556997299194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29242342710494995},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.27734869718551636},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2343849241733551},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2216220200061798},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2041982114315033}],"concepts":[{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.7466446161270142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5870773196220398},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5713310241699219},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5582733750343323},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5449425578117371},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.5336158275604248},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.523202657699585},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5003833770751953},{"id":"https://openalex.org/C98638677","wikidata":"https://www.wikidata.org/wiki/Q2067051","display_name":"Mutation rate","level":3,"score":0.4640229344367981},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4598267078399658},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.453369140625},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.3863937258720398},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35246556997299194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29242342710494995},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.27734869718551636},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2343849241733551},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2216220200061798},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2041982114315033},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2007.748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2007.748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Natural Computation (ICNC 2007)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W87687243","https://openalex.org/W1501347617","https://openalex.org/W1574895011","https://openalex.org/W1842390604","https://openalex.org/W2126117263","https://openalex.org/W2128904081","https://openalex.org/W2129624205","https://openalex.org/W2170534582","https://openalex.org/W2798800298","https://openalex.org/W3121147667","https://openalex.org/W6603531071","https://openalex.org/W6630229783","https://openalex.org/W6638811390","https://openalex.org/W6679134266","https://openalex.org/W6684906367"],"related_works":["https://openalex.org/W4318240164","https://openalex.org/W2126117263","https://openalex.org/W2139799987","https://openalex.org/W1821058766","https://openalex.org/W2065481307","https://openalex.org/W2094749864","https://openalex.org/W1563213848","https://openalex.org/W2605210233","https://openalex.org/W66727908","https://openalex.org/W2169840877"],"abstract_inverted_index":{"Gene":[0],"expression":[1],"programming":[2],"(GEP)":[3],"is":[4],"a":[5,37,42,74,105,117],"genotype/phenotype":[6],"system":[7],"that":[8,127,136],"evolves":[9],"candidate":[10],"solutions":[11],"encoded":[12],"in":[13,36,114,161],"linear":[14],"chromosomes":[15],"of":[16,59,73],"fixed":[17],"length.":[18],"Its":[19],"characteristics":[20],"make":[21],"GEP":[22,30],"surpass":[23],"other":[24],"evolutionary":[25],"algorithms.":[26],"However,":[27],"the":[28,33,69,78,83,94,99,128,137,155],"original":[29],"algorithm":[31,66,91],"generates":[32],"initial":[34,95],"population":[35,96],"simple":[38],"way":[39],"and":[40,102,123,143,154],"uses":[41],"constant":[43],"mutation":[44,108],"rate":[45,109],"determined":[46],"empirically.":[47],"Two":[48],"effective":[49],"strategies":[50,130],"are":[51,131],"proposed":[52,129],"to":[53,67,92],"overcome":[54],"these":[55],"limitations.":[56],"The":[57,133],"contributions":[58],"this":[60],"paper":[61],"include:":[62],"(1)":[63],"developing":[64],"an":[65,90],"extract":[68],"Open":[70],"Reading":[71],"Frame":[72],"gene":[75],"without":[76],"parsing":[77],"Expression":[79],"Tree,":[80],"(2)":[81],"defining":[82],"consanguineous":[84,100],"relation":[85],"between":[86,140],"chromosomes,":[87],"(3)":[88],"proposing":[89,104],"diversify":[93],"based":[97],"on":[98],"relation,":[101],"(4)":[103],"novel":[106],"adaptive":[107],"strategy":[110],"for":[111],"each":[112],"chromosome":[113],"evolution.":[115],"Furthermore,":[116],"performance":[118],"evaluation":[119],"using":[120],"both":[121],"synthetic":[122],"real-life":[124],"data":[125],"demonstrates":[126],"effective.":[132],"result":[134],"shows":[135],"correlation":[138],"coefficient":[139],"observed":[141],"values":[142,145],"predicted":[144],"can":[146,158],"be":[147,159],"increased":[148],"by":[149],"as":[150,152],"high":[151],"0.1856,":[153],"classification":[156],"problem":[157],"solved":[160],"less":[162],"running":[163],"time.":[164]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
