{"id":"https://openalex.org/W2086839405","doi":"https://doi.org/10.1109/sis.2014.7011809","title":"Feature selection for problem decomposition on high dimensional optimization","display_name":"Feature selection for problem decomposition on high dimensional optimization","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2086839405","doi":"https://doi.org/10.1109/sis.2014.7011809","mag":"2086839405"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2014.7011809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","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/A5071334737","display_name":"Pedro Reta","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Pedro Reta","raw_affiliation_strings":["Information Technology Laboratory, Parque TECNOTAM, Ciudad Victoria, Tamaulipas, Mexico","Information Technology Laboratory, CINVESTAV Tamaulipas, Parque TECNOTAM, Ciudad Victoria, Tamaulipas 87130, Mexico"],"affiliations":[{"raw_affiliation_string":"Information Technology Laboratory, Parque TECNOTAM, Ciudad Victoria, Tamaulipas, Mexico","institution_ids":[]},{"raw_affiliation_string":"Information Technology Laboratory, CINVESTAV Tamaulipas, Parque TECNOTAM, Ciudad Victoria, Tamaulipas 87130, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ricardo Landa","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ricardo Landa","raw_affiliation_strings":["Information Technology Laboratory, Parque TECNOTAM, Ciudad Victoria, Tamaulipas, Mexico","Information Technology Laboratory, CINVESTAV Tamaulipas, Parque TECNOTAM, Ciudad Victoria, Tamaulipas 87130, Mexico"],"affiliations":[{"raw_affiliation_string":"Information Technology Laboratory, Parque TECNOTAM, Ciudad Victoria, Tamaulipas, Mexico","institution_ids":[]},{"raw_affiliation_string":"Information Technology Laboratory, CINVESTAV Tamaulipas, Parque TECNOTAM, Ciudad Victoria, Tamaulipas 87130, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071334737"],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10653853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"149","issue":null,"first_page":"1","last_page":"7"},"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":0.9997000098228455,"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":0.9965999722480774,"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/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.726227879524231},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6841154098510742},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6694342494010925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6460749506950378},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.6215059161186218},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5852754712104797},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5419623851776123},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5029639601707458},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4786064326763153},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45404186844825745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44146230816841125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30898892879486084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2506961226463318}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.726227879524231},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6841154098510742},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6694342494010925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6460749506950378},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.6215059161186218},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5852754712104797},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5419623851776123},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5029639601707458},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4786064326763153},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45404186844825745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44146230816841125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30898892879486084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2506961226463318},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2014.7011809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320335331","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W120185646","https://openalex.org/W1555689267","https://openalex.org/W1571424162","https://openalex.org/W1898792859","https://openalex.org/W1996673440","https://openalex.org/W1996936486","https://openalex.org/W2014915963","https://openalex.org/W2027996967","https://openalex.org/W2071121892","https://openalex.org/W2072026441","https://openalex.org/W2109472859","https://openalex.org/W2118840131","https://openalex.org/W2120216197","https://openalex.org/W2121429049","https://openalex.org/W2145418868","https://openalex.org/W2154053567","https://openalex.org/W2155005783","https://openalex.org/W2156566884","https://openalex.org/W2158597998","https://openalex.org/W6634193393","https://openalex.org/W6649462542","https://openalex.org/W6681578160"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W3097449145","https://openalex.org/W4294811468","https://openalex.org/W2355801475","https://openalex.org/W106004901","https://openalex.org/W2170062176","https://openalex.org/W4206911031","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"In":[0,45,71],"general,":[1],"the":[2,20,27,40,43,64,76,85,109],"Cooperative":[3],"Coevolutionary":[4],"Algorithms":[5],"based":[6],"on":[7,39,100],"separability":[8,98],"have":[9],"shown":[10],"good":[11],"performance":[12],"when":[13],"solving":[14],"high":[15],"dimensional":[16],"optimization":[17,92,111],"problems.":[18],"However,":[19],"number":[21],"of":[22,30,42,60,78,90],"function":[23,50,65],"evaluations":[24,66],"required":[25],"for":[26,83],"decomposition":[28],"stage":[29],"these":[31],"algorithms":[32],"can":[33],"growth":[34],"very":[35],"fast,":[36],"and":[37],"depends":[38],"dimensionality":[41],"problem.":[44],"cases":[46],"where":[47],"a":[48,79,101],"single":[49],"evaluation":[51],"is":[52,59],"computationally":[53],"expensive":[54],"or":[55],"time":[56],"consuming,":[57],"it":[58],"special":[61],"interest":[62],"keeping":[63],"as":[67,69],"low":[68],"possible.":[70],"this":[72],"document":[73],"we":[74],"propose":[75],"use":[77],"feature":[80],"selection":[81],"technique":[82],"choosing":[84],"most":[86,110],"important":[87],"decision":[88,103],"variables":[89],"an":[91],"problem":[93],"in":[94],"order":[95],"to":[96,107],"apply":[97],"analysis":[99],"reduced":[102],"variable":[104],"set":[105],"intending":[106],"save":[108],"resources.":[112]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}