{"id":"https://openalex.org/W2098715384","doi":"https://doi.org/10.1109/fuzzy.2009.5277420","title":"An adaptive history network method to improve the genetic optimization of pattern recognition systems","display_name":"An adaptive history network method to improve the genetic optimization of pattern recognition systems","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2098715384","doi":"https://doi.org/10.1109/fuzzy.2009.5277420","mag":"2098715384"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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/A5009993473","display_name":"Ko Dequan","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Ko Dequan","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030728190","display_name":"Richard J. Oentaryo","orcid":"https://orcid.org/0000-0002-4662-1561"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Richard J. Oentaryo","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019982874","display_name":"Michel Pasquier","orcid":"https://orcid.org/0000-0001-7068-3343"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Michel Pasquier","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009993473"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.4362,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7284731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"23","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9984999895095825,"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/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"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/hyperparameter","display_name":"Hyperparameter","score":0.8767346143722534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8174724578857422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5820809602737427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5663143992424011},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4636105000972748},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.4600929617881775},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4497041404247284}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8767346143722534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174724578857422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5820809602737427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5663143992424011},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4636105000972748},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4600929617881775},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4497041404247284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W95081942","https://openalex.org/W181871714","https://openalex.org/W560268932","https://openalex.org/W1501657095","https://openalex.org/W1539664248","https://openalex.org/W1576064560","https://openalex.org/W1639032689","https://openalex.org/W1912123407","https://openalex.org/W1965896332","https://openalex.org/W1966253115","https://openalex.org/W2001619934","https://openalex.org/W2024060531","https://openalex.org/W2027475699","https://openalex.org/W2088722156","https://openalex.org/W2101750763","https://openalex.org/W2105217850","https://openalex.org/W2106889958","https://openalex.org/W2108604074","https://openalex.org/W2109375616","https://openalex.org/W2122111042","https://openalex.org/W2124290836","https://openalex.org/W2132549764","https://openalex.org/W2132638958","https://openalex.org/W2144639743","https://openalex.org/W2145043396","https://openalex.org/W2145680191","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2157069634","https://openalex.org/W2165061252","https://openalex.org/W2167776107","https://openalex.org/W2316564661","https://openalex.org/W2402846924","https://openalex.org/W2766736793","https://openalex.org/W3023540311","https://openalex.org/W4403207984","https://openalex.org/W6640114639","https://openalex.org/W6872724158"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079"],"abstract_inverted_index":{"The":[0,112],"existence":[1],"of":[2,69,75],"many":[3],"pattern":[4],"recognition":[5],"systems":[6,129],"(PRSs)":[7],"and":[8,12,71],"their":[9],"relative":[10],"merits":[11],"drawbacks":[13],"highlights":[14],"the":[15,24,67,73,76,101,139],"need":[16],"for":[17,28,120],"a":[18,29,36,47,56],"metalearning":[19],"framework":[20,41],"that":[21,85,107],"can":[22],"find":[23],"best":[25],"PRS":[26,53],"method":[27],"given":[30],"task.":[31],"To":[32,64],"address":[33],"this":[34,80],"issue,":[35],"hyperparameter":[37,77],"evolutionary":[38],"optimization":[39],"(HPEO)":[40],"was":[42],"previously":[43],"devised,":[44],"initially":[45],"using":[46,138],"genetic":[48],"algorithm":[49],"to":[50],"tune":[51],"external":[52],"parameters":[54],"in":[55,100],"modular":[57],"fashion,":[58],"decoupled":[59],"from":[60],"its":[61],"internal":[62],"components.":[63],"further":[65],"improve":[66,72],"effectiveness":[68],"HPEO":[70],"diversity":[74],"solutions":[78],"found,":[79],"paper":[81],"presents":[82],"an":[83,90],"extension":[84],"realizes":[86],"cross-generation":[87],"learning":[88],"with":[89,133],"adaptive":[91],"history":[92],"network":[93],"(AHN),":[94],"which":[95],"promotes":[96],"exploring":[97],"new":[98,140],"regions":[99,106],"search":[102],"space":[103],"while":[104],"avoiding":[105],"have":[108,142],"been":[109],"searched":[110],"extensively.":[111],"proposed":[113],"approach,":[114],"termed":[115],"HPEO-AHN,":[116],"is":[117],"particularly":[118],"suitable":[119],"tuning":[121],"powerful":[122],"but":[123],"complex":[124],"PRSs":[125],"such":[126],"as":[127],"neuro-fuzzy":[128],"(NFS).":[130],"Preliminary":[131],"experiments":[132],"two":[134],"state-of-the-art":[135],"NFSs":[136],"optimized":[137],"approach":[141],"shown":[143],"encouraging":[144],"results.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
