{"id":"https://openalex.org/W2095687898","doi":"https://doi.org/10.1145/1569901.1570087","title":"Data-intensive computing for competent genetic algorithms","display_name":"Data-intensive computing for competent genetic algorithms","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W2095687898","doi":"https://doi.org/10.1145/1569901.1570087","mag":"2095687898"},"language":"en","primary_location":{"id":"doi:10.1145/1569901.1570087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","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/A5036640710","display_name":"Xavier Llor\u00e0","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xavier Llor\u00e0","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana/Champaign, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036640710"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":3.4894,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92916245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1387","last_page":"1394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9876000285148621,"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/computer-science","display_name":"Computer science","score":0.8076297640800476},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6642859578132629},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5857751369476318},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5524588227272034},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5455313920974731},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4787984788417816},{"id":"https://openalex.org/keywords/data-intensive-computing","display_name":"Data-intensive computing","score":0.46594178676605225},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.4620819091796875},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.43476876616477966},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4109199643135071},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3368922173976898},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3266950845718384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21467500925064087},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.15046754479408264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11011907458305359}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8076297640800476},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6642859578132629},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5857751369476318},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5524588227272034},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5455313920974731},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4787984788417816},{"id":"https://openalex.org/C76831024","wikidata":"https://www.wikidata.org/wiki/Q5227096","display_name":"Data-intensive computing","level":4,"score":0.46594178676605225},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.4620819091796875},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.43476876616477966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4109199643135071},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3368922173976898},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3266950845718384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21467500925064087},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.15046754479408264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11011907458305359},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1569901.1570087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","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":28,"referenced_works":["https://openalex.org/W180365225","https://openalex.org/W1507225143","https://openalex.org/W1508717067","https://openalex.org/W1541691514","https://openalex.org/W1580684925","https://openalex.org/W1584428002","https://openalex.org/W1606791384","https://openalex.org/W1724218621","https://openalex.org/W1740034975","https://openalex.org/W1971309542","https://openalex.org/W1997900506","https://openalex.org/W2097853599","https://openalex.org/W2099562728","https://openalex.org/W2107759909","https://openalex.org/W2118505944","https://openalex.org/W2139713467","https://openalex.org/W2143572175","https://openalex.org/W2150871235","https://openalex.org/W2154687603","https://openalex.org/W2156728410","https://openalex.org/W2168262046","https://openalex.org/W2173213060","https://openalex.org/W2278052651","https://openalex.org/W2295516177","https://openalex.org/W2414365832","https://openalex.org/W3023540311","https://openalex.org/W3154803405","https://openalex.org/W4239615332"],"related_works":["https://openalex.org/W2392913753","https://openalex.org/W2096498780","https://openalex.org/W1982259447","https://openalex.org/W2496664933","https://openalex.org/W2091246427","https://openalex.org/W3149308343","https://openalex.org/W4241522606","https://openalex.org/W2029013302","https://openalex.org/W1589480767","https://openalex.org/W1523210215"],"abstract_inverted_index":{"Data-intensive":[0],"computing":[1,33,61],"has":[2],"positioned":[3],"itself":[4],"as":[5],"a":[6,24],"valuable":[7],"programming":[8],"paradigm":[9,34],"to":[10,29,35],"efficiently":[11],"approach":[12],"problems":[13],"requiring":[14],"processing":[15],"very":[16],"large":[17],"volumes":[18],"of":[19,47,88],"data.":[20],"This":[21,55],"paper":[22],"presents":[23],"pilot":[25],"study":[26,56],"about":[27],"how":[28,81],"apply":[30],"the":[31,75,86],"data-intensive":[32,60],"evolutionary":[36,62],"computation":[37,63],"algorithms.":[38],"Two":[39],"representative":[40],"cases":[41],"(selectorecombinative":[42],"genetic":[43],"algorithms":[44,64,73,83],"and":[45,53,71],"estimation":[46],"distribution":[48],"algorithms)":[49],"are":[50],"presented,":[51],"analyzed,":[52],"discussed.":[54],"shows":[57],"that":[58],"equivalent":[59],"can":[65],"be":[66],"easily":[67],"developed,":[68],"providing":[69],"robust":[70],"scalable":[72],"for":[74],"multicore-computing":[76],"era.":[77],"Experimental":[78],"results":[79],"show":[80],"such":[82],"scale":[84],"with":[85],"number":[87],"available":[89],"cores":[90],"without":[91],"further":[92],"modification.":[93]},"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}