{"id":20,"date":"2016-08-25T10:46:30","date_gmt":"2016-08-25T13:46:30","guid":{"rendered":"http:\/\/www.cear.ufpb.br\/juan\/?page_id=20"},"modified":"2024-11-11T09:13:31","modified_gmt":"2024-11-11T12:13:31","slug":"ensino","status":"publish","type":"page","link":"https:\/\/www.cear.ufpb.br\/juan\/?page_id=20","title":{"rendered":"Ensino"},"content":{"rendered":"<h3>P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica (PPGEE\/UFPB)<\/h3>\n<ul>\n<li>T\u00e9cnicas Aplicadas de Intelig\u00eancia Artificial<\/li>\n<li>Identifica\u00e7\u00e3o de Sistemas<\/li>\n<\/ul>\n<h3>Curso de Gradua\u00e7\u00e3o em Engenharia El\u00e9trica (CGEE\/UFPB)<\/h3>\n<p><span style=\"color: #0000ff;\"><strong>Automa\u00e7\u00e3o Inteligente 2024-2<\/strong><\/span><\/p>\n<ul>\n<li>\n<h6>Introdu\u00e7\u00e3o Automa\u00e7\u00e3o Inteligente<br \/>\n<span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Redes Neurais Artificiais, Modelo do Neur\u00f4nio<br \/>\nFun\u00e7\u00f5es de ativa\u00e7\u00e3o, Arquiteturas de RNA<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmo de Treinamento Supervisionado<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Exemplos &#8211; Modelos de Regress\u00e3o<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Constru\u00e7\u00e3o de banco de dados para treinamento e teste. Data augmentation<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Sele\u00e7\u00e3o de Vari\u00e1veis (Correla\u00e7\u00e3o e Entropia)<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Modelagem de Sistemas Lineares e N\u00e3o Lineares com realimenta\u00e7\u00e3o<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Exemplo de Modelo de Previs\u00e3o<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmo de Treinamento N\u00e3o Supervisionado<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Classificador usando RNA,<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">PROVA 1 &#8211; REDES NEURAIS ARTIFICIAIS<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Introdu\u00e7\u00e3o a L\u00f3gica Fuzzy-Grau de Pertin\u00eancia<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Defini\u00e7\u00f5es de Conjuntos Fuzzy &#8211; Tipos de conjuntos Fuzzy &#8211; Propriedades<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Regras Fuzzy &#8211; Especialista &#8211; Sistema de Infer\u00eancia Fuzzy<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Exemplos de SISTEMAS DE INFERENCIA FUZZY<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Projeto do Controlador Fuzzy &#8211; Matlab e Simulink<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmo de Gera\u00e7\u00e3o Autom\u00e1tica de Regras Fuzzy<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Aplica\u00e7\u00e3o do Gera\u00e7\u00e3o Autom\u00e1tica de Regras Fuzzy &#8211; MATLAB &#8211; Python<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Interpretabilidade de Sistemas Fuzzy<br \/>\nAlgoritmos de Clusteriza\u00e7\u00e3o K-means e Fuzzy C-means<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">PROVA 2 &#8211; L\u00d3GICA FUZZY<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Introdu\u00e7\u00e3o a Algoritmos Evolutivos &#8211; Otimiza\u00e7\u00e3o<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmos Gen\u00e9ticos &#8211; Fun\u00e7\u00e3o de Aptid\u00e3o (Fitness)<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmos Gen\u00e9ticos &#8211; Operadores Gen\u00e9ticos &#8211; Cruzamento &#8211; Muta\u00e7\u00e3o &#8211; Elitismo<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Exemplos: Otimiza\u00e7\u00e3o de Fun\u00e7\u00f5es<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Estrat\u00e9gias Evolutivas &#8211; Operadores de Cruzamento e Muta\u00e7\u00e3o<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Exemplos Estrat\u00e9gias Evolutivas &#8211; PSPICE<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Otimiza\u00e7\u00e3o Multivari\u00e1vel e Multiobjetivo &#8211; Pareto<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Introdu\u00e7\u00e3o a PSO &#8211; Otimiza\u00e7\u00e3o por enxame de part\u00edculas<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">Algoritmo do PSO e Aplica\u00e7\u00f5es<br \/>\n<\/span><span style=\"color: revert; font-size: revert; font-weight: revert; background-color: initial;\">PROVA 3 &#8211; ALGORITMOS EVOLUTIVOS<\/span><\/h6>\n<\/li>\n<\/ul>\n<p><span style=\"color: #0000ff;\"><strong>Controle Discreto<\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>P\u00f3s-Gradua\u00e7\u00e3o em Engenharia El\u00e9trica (PPGEE\/UFPB) T\u00e9cnicas Aplicadas de Intelig\u00eancia Artificial Identifica\u00e7\u00e3o de Sistemas Curso de Gradua\u00e7\u00e3o em Engenharia El\u00e9trica (CGEE\/UFPB) Automa\u00e7\u00e3o Inteligente 2024-2 Introdu\u00e7\u00e3o Automa\u00e7\u00e3o Inteligente Redes Neurais Artificiais, Modelo do Neur\u00f4nio Fun\u00e7\u00f5es de ativa\u00e7\u00e3o, Arquiteturas de RNA Algoritmo de Treinamento Supervisionado Exemplos &#8211; Modelos de Regress\u00e3o Constru\u00e7\u00e3o de banco de dados para treinamento e &#8230; <a title=\"Ensino\" class=\"read-more\" href=\"https:\/\/www.cear.ufpb.br\/juan\/?page_id=20\">Ler mais<span class=\"screen-reader-text\">Ensino<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/pages\/20"}],"collection":[{"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20"}],"version-history":[{"count":19,"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":3438,"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=\/wp\/v2\/pages\/20\/revisions\/3438"}],"wp:attachment":[{"href":"https:\/\/www.cear.ufpb.br\/juan\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}