{"id":"https://openalex.org/W2042798561","doi":"https://doi.org/10.1145/1068009.1068247","title":"Subproblem optimization by gene correlation with singular value decomposition","display_name":"Subproblem optimization by gene correlation with singular value decomposition","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2042798561","doi":"https://doi.org/10.1145/1068009.1068247","mag":"2042798561"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th 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/A5032155485","display_name":"Jacob G. Martin","orcid":"https://orcid.org/0000-0002-7506-3220"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jacob G. Martin","raw_affiliation_strings":["University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032155485"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":null,"apc_paid":null,"fwci":0.4571,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7447303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1507","last_page":"1514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9962000250816345,"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":0.9872999787330627,"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/singular-value-decomposition","display_name":"Singular value decomposition","score":0.937590479850769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497116446495056},{"id":"https://openalex.org/keywords/substructure","display_name":"Substructure","score":0.5390619039535522},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5005893707275391},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.4948717951774597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46144548058509827},{"id":"https://openalex.org/keywords/locus","display_name":"Locus (genetics)","score":0.4421805739402771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3471466898918152},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.339548259973526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32012516260147095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21513035893440247},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.16624587774276733},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.10317176580429077},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09666872024536133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08308941125869751},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07546097040176392}],"concepts":[{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.937590479850769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497116446495056},{"id":"https://openalex.org/C99679407","wikidata":"https://www.wikidata.org/wiki/Q56761637","display_name":"Substructure","level":2,"score":0.5390619039535522},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5005893707275391},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.4948717951774597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46144548058509827},{"id":"https://openalex.org/C84597430","wikidata":"https://www.wikidata.org/wiki/Q106227","display_name":"Locus (genetics)","level":3,"score":0.4421805739402771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3471466898918152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.339548259973526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32012516260147095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21513035893440247},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.16624587774276733},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.10317176580429077},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09666872024536133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08308941125869751},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07546097040176392},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1068009.1068247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.136.3691","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.136.3691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005/docs/p1507.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W43560878","https://openalex.org/W1485103000","https://openalex.org/W1488435683","https://openalex.org/W1497256448","https://openalex.org/W1516443974","https://openalex.org/W1587104749","https://openalex.org/W1631603072","https://openalex.org/W1639032689","https://openalex.org/W1659842140","https://openalex.org/W1964563026","https://openalex.org/W1970136394","https://openalex.org/W1972949070","https://openalex.org/W1982114217","https://openalex.org/W1993111701","https://openalex.org/W2004026774","https://openalex.org/W2004791924","https://openalex.org/W2009287270","https://openalex.org/W2021680564","https://openalex.org/W2030087828","https://openalex.org/W2063392856","https://openalex.org/W2072773380","https://openalex.org/W2101162236","https://openalex.org/W2126641717","https://openalex.org/W2130891992","https://openalex.org/W2134813171","https://openalex.org/W2142183404","https://openalex.org/W2144679084","https://openalex.org/W2147152072","https://openalex.org/W2152150600","https://openalex.org/W2161455936","https://openalex.org/W2164021670","https://openalex.org/W2169647400","https://openalex.org/W2320828853","https://openalex.org/W2323980249","https://openalex.org/W2502450195","https://openalex.org/W2610857016","https://openalex.org/W2798909945","https://openalex.org/W2954308206","https://openalex.org/W3023540311","https://openalex.org/W3140624809","https://openalex.org/W4301173492","https://openalex.org/W7035853150"],"related_works":["https://openalex.org/W2782904003","https://openalex.org/W4226434912","https://openalex.org/W2118633810","https://openalex.org/W2150953077","https://openalex.org/W2002598339","https://openalex.org/W2920931670","https://openalex.org/W2133814741","https://openalex.org/W1995410415","https://openalex.org/W3108343813","https://openalex.org/W4312481107"],"abstract_inverted_index":{"Several":[0],"ways":[1],"of":[2,84,98,122,130,135,141,159],"using":[3,36,152],"singular":[4],"value":[5],"decomposition":[6],"(SVD),":[7],"a":[8,41,73,89,99],"linear":[9],"algebra":[10],"technique":[11],"typically":[12],"used":[13,69],"for":[14],"information":[15,50],"retrieval,":[16],"to":[17,71,118,132,154],"decompose":[18],"problems":[19,61],"into":[20,88],"subproblems":[21,114],"are":[22,62,76,107],"investigated":[23],"in":[24,40,43,49],"the":[25,65,82,96,113,120,123,128,133,139,142,160],"genetic":[26,124,143],"algorithm":[27,144],"setting.":[28],"Empirical":[29],"evidence,":[30],"concerning":[31],"document":[32],"comparison,":[33],"indicates":[34],"that":[35,64,111],"SVD":[37,66,97,117,153],"results":[38,54],"both":[39],"savings":[42],"storage":[44],"space":[45],"and":[46,55,109],"an":[47],"improvement":[48],"retrieval.":[51],"Combining":[52],"theoretical":[53],"algorithms":[56],"discovered":[57,77],"by":[58,78,94,116,151],"others,":[59],"several":[60],"identified":[63,115],"can":[67],"be":[68],"with":[70],"determine":[72],"substructure.":[74],"Subproblems":[75],"projecting":[79],"vectors":[80],"representing":[81],"genes":[83],"highly":[85,136],"fit":[86,137],"individuals":[87,157],"new":[90],"low-dimensional":[91],"space,":[92],"obtained":[93],"truncating":[95],"strategically":[100],"chosen":[101],"gene":[102],"x":[103],"individual":[104],"matrix.":[105],"Techniques":[106],"proposed":[108],"evaluated":[110],"use":[112],"influence":[119],"evolution":[121],"algorithm.":[125],"By":[126],"restricting":[127],"locus":[129],"optimization":[131],"substructure":[134],"individuals,":[138],"performance":[140],"was":[145,148],"improved.":[146],"Performance":[147],"also":[149],"improved":[150],"genetically":[155],"engineer":[156],"out":[158],"subproblems.":[161]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
