{"id":"https://openalex.org/W1988113109","doi":"https://doi.org/10.1145/1543834.1543864","title":"Large scale function optimization or high-dimension function optimization in large using simplex-based genetic algorithm","display_name":"Large scale function optimization or high-dimension function optimization in large using simplex-based genetic algorithm","publication_year":2009,"publication_date":"2009-06-12","ids":{"openalex":"https://openalex.org/W1988113109","doi":"https://doi.org/10.1145/1543834.1543864","mag":"1988113109"},"language":"en","primary_location":{"id":"doi:10.1145/1543834.1543864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1543834.1543864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5113685671","display_name":"Xiao Hongfeng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Hongfeng","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China","[School of Information Science and Engineering, Central South University, ChangSha, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"[School of Information Science and Engineering, Central South University, ChangSha, China]","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tan Guanzheng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Guanzheng","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China","[School of Information Science and Engineering, Central South University, ChangSha, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"[School of Information Science and Engineering, Central South University, ChangSha, China]","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":null,"display_name":"Huang Jingui","orcid":null},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]},{"id":"https://openalex.org/I3130607311","display_name":"Changsha Normal University","ror":"https://ror.org/02sqk3z62","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130607311"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang Jingui","raw_affiliation_strings":["Department of Computer Education, Hunan Normal University, Changsha, China","Department of Computer Education, Hunan Normal University, Changsha, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Education, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888","https://openalex.org/I3130607311"]},{"raw_affiliation_string":"Department of Computer Education, Hunan Normal University, Changsha, China#TAB#","institution_ids":["https://openalex.org/I173759888"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2437,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.45351683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"209","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9843000173568726,"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"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/simplex","display_name":"Simplex","score":0.8040531873703003},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.6830509901046753},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.5503791570663452},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5425961017608643},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5122508406639099},{"id":"https://openalex.org/keywords/random-search","display_name":"Random search","score":0.5028886198997498},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4962974190711975},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4940538704395294},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.46812665462493896},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.45078906416893005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4469378590583801},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.43913936614990234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4141117036342621},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.2104487419128418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1855505108833313},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.15528297424316406}],"concepts":[{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.8040531873703003},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.6830509901046753},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.5503791570663452},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5425961017608643},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5122508406639099},{"id":"https://openalex.org/C126661757","wikidata":"https://www.wikidata.org/wiki/Q4925641","display_name":"Random search","level":2,"score":0.5028886198997498},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4962974190711975},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4940538704395294},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46812665462493896},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.45078906416893005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4469378590583801},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.43913936614990234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4141117036342621},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.2104487419128418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1855505108833313},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.15528297424316406},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1543834.1543864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1543834.1543864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2027630333","https://openalex.org/W2054094523","https://openalex.org/W2072782187","https://openalex.org/W2094595720","https://openalex.org/W2103862045","https://openalex.org/W2121429049","https://openalex.org/W2137632224","https://openalex.org/W2150382849","https://openalex.org/W2171074980","https://openalex.org/W2337058842","https://openalex.org/W2739559597","https://openalex.org/W4365799855"],"related_works":["https://openalex.org/W2185826091","https://openalex.org/W2048470382","https://openalex.org/W2477407501","https://openalex.org/W2384679317","https://openalex.org/W2911215968","https://openalex.org/W1570109187","https://openalex.org/W1583787753","https://openalex.org/W2491692165","https://openalex.org/W2366013513","https://openalex.org/W2020093019"],"abstract_inverted_index":{"Simplex":[0,15,184],"genetic":[1,25],"algorithm":[2,46],"(Simplex-GA)":[3],"is":[4,42,72,110,127,151,165,172,192,216,228],"the":[5,8,21,29,33,75,79,89,95,112,117,129,149,212,224,243,259,264],"fusion":[6],"between":[7],"simplex":[9,191,215,227],"multi-direction":[10,96,180],"searches":[11],"consisting":[12],"in":[13,39],"Nelder-Mead":[14,183],"Method":[16],"(NMSM),":[17],"i.e.,":[18,27],"MDS-NMSM,":[19],"and":[20,31,64,92,122,158,218,247,249,256],"evolutionary":[22],"mechanism":[23],"of":[24,36,56,59,98,119,182,196,214,226,245,262],"algorithm,":[26],"selecting":[28],"superior":[30],"eliminating":[32],"inferior.":[34],"One":[35],"important":[37],"differences":[38],"evolution":[40,45],"algorithms":[41],"that":[43,111,128,173,253],"each":[44],"has":[47],"its":[48],"own":[49],"especial":[50],"reproduce":[51,54,66,81,102,114,131,175],"operators.":[52,67],"The":[53,68,100,230],"operator":[55,63,71],"simplex-GA":[57,209,221],"consists":[58],"an":[60],"extremum":[61,69],"mutation":[62,70],"directional":[65,80,113,130,174],"designed":[73],"for":[74,85,134],"best":[76,90],"individual,":[77],"while":[78,155],"operators":[82,103,115,132,176],"are":[83,116,160,177,239],"devised":[84],"all":[86],"individuals":[87,136],"except":[88],"individual":[91],"based":[93],"on":[94,187],"search":[97,121,133,164,181],"NMSM.":[99],"direction":[101],"have":[104,258],"four":[105],"main":[106],"features.":[107],"(1)The":[108],"first":[109],"combination":[118],"deterministic":[120,153,163],"random":[123,161,168],"search.":[124,169],"(2)The":[125],"second":[126],"new":[135,140],"according":[137],"to":[138,145,167,241],"a":[139,152,193],"mode":[141],"from":[142],"point-search,":[143],"line-search":[144],"plane-search":[146,157],"or":[147],"solid-search;":[148],"point-search":[150],"search,":[154],"line-search,":[156],"solid-search":[159],"searches;":[162],"prior":[166],"(3)The":[170],"third":[171],"embedded":[178],"into":[179],"Method.":[185],"Based":[186],"above":[188],"three":[189],"points,":[190],"primary":[194],"element":[195],"simplex-GA.":[197],"In":[198],"this":[199],"paper,":[200],"we":[201],"only":[202],"discuss":[203],"two":[204],"extreme":[205],"cases:":[206],"low":[207],"dimension":[208,220],"(LD-Simplex-GA),":[210],"where":[211,223],"dimensionality":[213,225],"small,":[217],"high":[219],"(HD-Simplex-GA),":[222],"big.":[229],"elaborately":[231],"selected":[232],"eight":[233],"test":[234],"functions":[235,265],"with":[236,266],"500-1500":[237],"dimensions":[238],"used":[240],"verify":[242],"performances":[244],"LD-simplex-GA":[246],"HD-Simplex-GA,":[248],"experiment":[250],"results":[251],"confirm":[252],"both":[254],"LD-Simplex-GA":[255],"HD-Simplex-GA":[257],"excellent":[260],"capacity":[261],"optimizing":[263],"large":[267],"scale":[268],"variants.":[269]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}