{"id":"https://openalex.org/W1991379511","doi":"https://doi.org/10.1109/cec.2013.6557840","title":"A learning process based on covariance matrix adaptation for morphological-linear perceptrons","display_name":"A learning process based on covariance matrix adaptation for morphological-linear perceptrons","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1991379511","doi":"https://doi.org/10.1109/cec.2013.6557840","mag":"1991379511"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on 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/A5102773090","display_name":"Ricardo de A. Ara\u00fajo","orcid":"https://orcid.org/0000-0003-2708-5350"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ricardo de A. Araujo","raw_affiliation_strings":["Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil","Informatics Department, Federal Institute of Serr\u00e3o Pernambucano, Ouricuri, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Informatics Department, Federal Institute of Serr\u00e3o Pernambucano, Ouricuri, PE, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615438","display_name":"Adriano L. I. Oliveira","orcid":"https://orcid.org/0000-0002-5614-229X"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano L. I. Oliveira","raw_affiliation_strings":["Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110165399","display_name":"S\u00edlvio R. L. Meira","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Silvio Meira","raw_affiliation_strings":["Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Center, Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102773090"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06406742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1769","issue":null,"first_page":"2275","last_page":"2282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9652000069618225,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cma-es","display_name":"CMA-ES","score":0.729508101940155},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.611934244632721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5841954350471497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5411699414253235},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4774473309516907},{"id":"https://openalex.org/keywords/dilation","display_name":"Dilation (metric space)","score":0.46383270621299744},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.4452612102031708},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4397045969963074},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.4383798837661743},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4363037347793579},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41076576709747314},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39428001642227173},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33702048659324646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2952924370765686},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.25979211926460266}],"concepts":[{"id":"https://openalex.org/C205555498","wikidata":"https://www.wikidata.org/wiki/Q505588","display_name":"CMA-ES","level":4,"score":0.729508101940155},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.611934244632721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5841954350471497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5411699414253235},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4774473309516907},{"id":"https://openalex.org/C2780757906","wikidata":"https://www.wikidata.org/wiki/Q5276676","display_name":"Dilation (metric space)","level":2,"score":0.46383270621299744},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.4452612102031708},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4397045969963074},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.4383798837661743},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4363037347793579},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41076576709747314},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39428001642227173},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33702048659324646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2952924370765686},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.25979211926460266},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W97480085","https://openalex.org/W102487131","https://openalex.org/W1510650222","https://openalex.org/W1516509645","https://openalex.org/W1551884393","https://openalex.org/W1564947197","https://openalex.org/W1569512666","https://openalex.org/W1590218343","https://openalex.org/W1963848754","https://openalex.org/W1978555977","https://openalex.org/W2006293211","https://openalex.org/W2010144953","https://openalex.org/W2024879722","https://openalex.org/W2031888308","https://openalex.org/W2039712262","https://openalex.org/W2058825450","https://openalex.org/W2064160177","https://openalex.org/W2073074703","https://openalex.org/W2074385565","https://openalex.org/W2104307771","https://openalex.org/W2104622509","https://openalex.org/W2107031175","https://openalex.org/W2107697999","https://openalex.org/W2111022379","https://openalex.org/W2113466993","https://openalex.org/W2117812871","https://openalex.org/W2120505449","https://openalex.org/W2122776051","https://openalex.org/W2124776405","https://openalex.org/W2131141229","https://openalex.org/W2134532885","https://openalex.org/W2139286633","https://openalex.org/W2139681528","https://openalex.org/W2145320441","https://openalex.org/W2153342234","https://openalex.org/W2155482699","https://openalex.org/W2164741953","https://openalex.org/W2330820318","https://openalex.org/W2769043187","https://openalex.org/W3120740533","https://openalex.org/W6603933028"],"related_works":["https://openalex.org/W1579744901","https://openalex.org/W1492325323","https://openalex.org/W2510724351","https://openalex.org/W2552260697","https://openalex.org/W3087341323","https://openalex.org/W2465356436","https://openalex.org/W2592891920","https://openalex.org/W2168924884","https://openalex.org/W2508241630","https://openalex.org/W2072153706"],"abstract_inverted_index":{"The":[0],"dilation-erosion-linear":[1],"perceptron":[2],"(DELP)":[3],"is":[4,17],"a":[5,18,30,78],"morphological-linear":[6],"model":[7,99],"based":[8],"on":[9],"fundamentals":[10],"of":[11,37,45,81],"mathematical":[12],"morphology":[13],"(MM).":[14],"Its":[15],"design":[16,67],"gradient-based":[19],"learning":[20,56,103],"process":[21],"using":[22,58,77,96],"ideas":[23],"from":[24,33],"the":[25,34,59,68,86,97],"backpropagation":[26],"(BP)":[27],"algorithm.":[28],"However,":[29],"drawback":[31],"arises":[32],"gradient":[35],"estimation":[36],"morphological":[38],"operators,":[39],"because":[40],"they":[41],"are":[42,89],"not":[43],"differentiable":[44],"usual":[46],"way.":[47],"In":[48],"this":[49,51],"sense,":[50],"paper":[52],"presents":[53],"an":[54,74],"evolutionary":[55,63],"process,":[57],"covariance":[60],"matrix":[61],"adaptation":[62],"strategy":[64],"(CMAES),":[65],"to":[66,93],"DELP":[69,98],"model.":[70],"Furthermore,":[71],"we":[72],"conduct":[73],"experimental":[75],"analysis":[76],"relevant":[79],"set":[80],"binary":[82],"classification":[83],"problems,":[84],"and":[85,91],"obtained":[87],"results":[88,94],"discussed":[90],"compared":[92],"found":[95],"with":[100],"its":[101],"classical":[102],"process.":[104]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}