{"id":10363,"date":"2020-10-29T21:41:36","date_gmt":"2020-10-29T20:41:36","guid":{"rendered":"https:\/\/complex-systems-ai.com\/?page_id=10363"},"modified":"2022-12-03T23:05:00","modified_gmt":"2022-12-03T22:05:00","slug":"projet-theorie-des-langages-automata","status":"publish","type":"page","link":"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/","title":{"rendered":"Proyecto de teor\u00eda del lenguaje: Aut\u00f3matas"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"10363\" class=\"elementor elementor-10363\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d93c009 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d93c009\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3f5c12e\" data-id=\"3f5c12e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e661ba elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"3e661ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/2020\/04\/03\/teorias-y-algoritmos-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Teor\u00edas<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-db93804\" data-id=\"db93804\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88ad201 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"88ad201\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Pagina de inicio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-e59217d\" data-id=\"e59217d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-593a664 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"593a664\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.youtube.com\/watch?v=dQw4w9WgXcQ\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Soluciones<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dde1fe2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dde1fe2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e3c314\" data-id=\"5e3c314\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6facc2a elementor-widget elementor-widget-heading\" data-id=\"6facc2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenido<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Tabla de contenido alternativo\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Palanca<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Projet-theorie-des-langages-Automata\" >Proyecto de teor\u00eda del lenguaje: Automata<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#%E2%80%9C-Why-is-it-so-difficult-for-you-to-accept-my-orders-if-youre-just-a-machine-Just-a-machine-Thats-like-saying-that-you-are-just-an-ape%E2%80%9D\" >\u201c-\u00bfPor qu\u00e9 te resulta tan dif\u00edcil aceptar mis \u00f3rdenes si solo eres una m\u00e1quina? -\u00bfS\u00f3lo una m\u00e1quina? Eso es como decir que eres solo un simio &quot;.<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Partie-1-Des-donnees-lisibles-et-comprehensibles\" >Parte 1: datos legibles y comprensibles<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Notation\" >Clasificaci\u00f3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Partie-2-Arbres-de-decision-et-simplification\" >Parte 2: \u00c1rboles de decisi\u00f3n y simplificaci\u00f3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Notation-2\" >Clasificaci\u00f3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Partie-3-Reduction-de-lautomate-et-prediction\" >Parte 3: Reducci\u00f3n y predicci\u00f3n de aut\u00f3matas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/proyecto-lenguaje-automata\/#Notation-3\" >Clasificaci\u00f3n<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Projet-theorie-des-langages-Automata\"><\/span>Proyecto de teor\u00eda del lenguaje: Automata<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a45eb58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a45eb58\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-493ed65\" data-id=\"493ed65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e705e57 elementor-widget elementor-widget-text-editor\" data-id=\"e705e57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Este es el primer proyecto <a href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/\">teor\u00eda del lenguaje<\/a>.<\/p><p>ETC: 15 horas (fecha l\u00edmite - 5 clases)<\/p><p>2-3 estudiantes por equipo<\/p><p>T\u00f3mese su tiempo tanto en la calidad como en el contenido.<\/p><p>El profesor asociado y los profesores asistentes no responder\u00e1n preguntas sobre el proyecto.<\/p><p><strong><u><b>Escala: 40 puntos<\/b><\/u><\/strong><\/p><ol><li><u>15 puntos<\/u><\/li><li><u>10 puntos<\/u><\/li><li><u>15 puntos<\/u><\/li><\/ol><p><img decoding=\"async\" class=\"aligncenter wp-image-8945 size-full\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/09\/Capture.png\" alt=\"Proyecto Ejercicio de aprendizaje autom\u00e1tico de teor\u00eda del lenguaje\" width=\"97\" height=\"98\" title=\"\"><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2c3133e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c3133e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-03dd560\" data-id=\"03dd560\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ecc8f38 elementor-widget elementor-widget-image\" data-id=\"ecc8f38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"755\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1-1024x755.png\" class=\"attachment-large size-large wp-image-10373\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1-1024x755.png 1024w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1-300x221.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1-768x566.png 768w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1-1000x737.png 1000w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image1.png 1103w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b1f7a60 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b1f7a60\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0e4e8c9\" data-id=\"0e4e8c9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-57e5570 elementor-widget elementor-widget-heading\" data-id=\"57e5570\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"%E2%80%9C-Why-is-it-so-difficult-for-you-to-accept-my-orders-if-youre-just-a-machine-Just-a-machine-Thats-like-saying-that-you-are-just-an-ape%E2%80%9D\"><\/span>\u201c-\u00bfPor qu\u00e9 te resulta tan dif\u00edcil aceptar mis \u00f3rdenes si solo eres una m\u00e1quina? -\u00bfS\u00f3lo una m\u00e1quina? Eso es como decir que eres solo un simio &quot;.<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-101b01f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"101b01f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f1bc9e\" data-id=\"6f1bc9e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63dc333 elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63dc333\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cpolyline points=&#039;0,18 12,6 24,18 &#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3bb619a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3bb619a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6aeec11\" data-id=\"6aeec11\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-66c63ee elementor-widget elementor-widget-heading\" data-id=\"66c63ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Partie-1-Des-donnees-lisibles-et-comprehensibles\"><\/span>Parte 1: datos legibles y comprensibles<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6f65a9d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6f65a9d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-94739f9\" data-id=\"94739f9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f21865 elementor-widget elementor-widget-text-editor\" data-id=\"1f21865\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em><i>&quot;\u00a0<\/i><\/em><strong><em><b><i>Jacq Vaucan<\/i><\/b><\/em><\/strong><em><i>: Es curioso, se supon\u00eda que ibas a ayudarnos a sobrevivir.<\/i><\/em><\/p><p><strong><em><b><i>Robot azul<\/i><\/b><\/em><\/strong><em><i>: Sobrevivir no es relevante. Vivir es. Queremos vivir. &quot;<\/i><\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-572df49 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"572df49\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f14112\" data-id=\"0f14112\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8732c15 elementor-widget elementor-widget-image\" data-id=\"8732c15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"590\" height=\"350\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image2.png\" class=\"attachment-large size-large wp-image-10374\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image2.png 590w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image2-300x178.png 300w\" sizes=\"(max-width: 590px) 100vw, 590px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d264f4c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d264f4c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e8c5e31\" data-id=\"e8c5e31\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c556631 elementor-widget elementor-widget-text-editor\" data-id=\"c556631\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Despu\u00e9s de ver a un robot repar\u00e1ndose a s\u00ed mismo, un agente le dispara en la cabeza, haciendo que su biokernel parezca ilegible e inutilizable. Jacq Vaucan, agente de seguros de la Rep\u00fablica de China, es el encargado de investigar el origen de esta defectuosa mano de obra, lo que le lleva a descubrir una serie de anomal\u00edas y comportamientos extra\u00f1os por parte de los aut\u00f3matas.<\/p><p>Durante su investigaci\u00f3n, se interes\u00f3 por un robot soldador, que se prendi\u00f3 fuego frente a sus propios ojos, rompiendo as\u00ed el segundo protocolo. Habiendo relatado este hecho, Jacq no es cre\u00eddo por sus compa\u00f1eros y, sin embargo, contin\u00faa su b\u00fasqueda de un \u201cRelojero\u201d, una persona que se supone es capaz de una proeza t\u00e9cnica como la te\u00f3ricamente imposible eludir los protocolos.<\/p><p>Habiendo sospechado de la Rep\u00fablica de China, Jacq decide ir a ver al Doctor Dupr\u00e9, un brillante investigador en rob\u00f3tica que logra hacer hablar al biokernel da\u00f1ado y copiarlo en el biokernel de un Cleo, luego capaz de repararse a s\u00ed mismo y aprender extremadamente r\u00e1pido. El Biokernel es capaz tanto de construir nuevos protocolos como de producir protocolos resultantes de una combinaci\u00f3n de sus conocimientos.<\/p><p>Doctor Dupr\u00e9 decide darle a Jacq el proceso de creaci\u00f3n de nuevos algoritmos en el biokernel. El primer paso es la recuperaci\u00f3n y <a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-de-datos\/limpieza-de-datos\/\">limpieza de datos<\/a>. Para ello, el Doctor Dupr\u00e9 le da a Jacq una serie de valores que muestran la actividad energ\u00e9tica del bion\u00facleo:<\/p><p><a href=\"https:\/\/www.kaggle.com\/robikscube\/hourly-energy-consumption\" target=\"_blank\" rel=\"noopener\"><u>https:\/\/www.kaggle.com\/robikscube\/hourly-energy-consumption<\/u><\/a><\/p><p>Jacq luego decide llamar a un especialista (usted) para comprender mejor c\u00f3mo, a partir de una serie de datos, el biokernel logra derivar una IA predictiva y aut\u00f3noma.<\/p><p>Tu primera misi\u00f3n es limpiar estos datos, para eso usas el siguiente protocolo est\u00e1ndar:<\/p><ul><li>Para cada d\u00eda<ul><li>Establecer el valor de inicio del d\u00eda en MWh<\/li><li>Para cada hora del d\u00eda, calcule la pendiente del cambio en el consumo (a 0.01%)<\/li><\/ul><\/li><\/ul><p>Cada valor de la pendiente forma un s\u00edmbolo de su alfabeto, cada d\u00eda forma una palabra. As\u00ed, la comparaci\u00f3n de palabras permitir\u00e1 a la m\u00e1quina comprender mejor la evoluci\u00f3n de su consumo a lo largo del tiempo.<\/p><p>Dado que el detalle de la evoluci\u00f3n del consumo es bastante preciso, esto generar\u00e1 una cantidad muy grande de s\u00edmbolos en el alfabeto, entonces debes limpiar el alfabeto para limitar el ruido. Tiene como m\u00e1ximo 24 s\u00edmbolos para cada d\u00eda, si fabrica las palabras durante un mes, generar\u00e1 m\u00e1s de 700 s\u00edmbolos. Por tanto, tienes la idea de agrupar datos similares dentro del mismo valor de referencia gracias al algoritmo k-Means:<\/p><p><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/k-means-clustering-r\" target=\"_blank\" rel=\"noopener\"><u>https:\/\/www.datacamp.com\/community\/tutorials\/k-means-clustering-r<\/u><\/a><\/p><h2><span class=\"ez-toc-section\" id=\"Notation\"><\/span><strong><b>Clasificaci\u00f3n<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><ol><li>Dar las palabras generadas durante una semana <strong><b>(5 puntos)<\/b><\/strong><\/li><li>Explica el algoritmo de k-medias usando las palabras generadas. <strong><b>(5 puntos)<\/b><\/strong><\/li><li>Mostrar el resultado obtenido (v\u00eda R) durante un mes de consumo <strong><b>(5 puntos)<\/b><\/strong><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4227065 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4227065\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f36f6a9\" data-id=\"f36f6a9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a65581f elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a65581f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cpolyline points=&#039;0,18 12,6 24,18 &#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6cb0a3f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cb0a3f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c723feb\" data-id=\"c723feb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d75daa elementor-widget elementor-widget-heading\" data-id=\"5d75daa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Partie-2-Arbres-de-decision-et-simplification\"><\/span>Parte 2: \u00c1rboles de decisi\u00f3n y simplificaci\u00f3n<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5f75642 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f75642\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cd77e36\" data-id=\"cd77e36\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c40f2b4 elementor-widget elementor-widget-text-editor\" data-id=\"c40f2b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><em><b><i>&quot;Cleo<\/i><\/b><\/em><\/strong><em><i>: Ahora s\u00e9 por qu\u00e9 cambi\u00f3 la lluvia.<\/i><\/em><\/p><p><strong><em><b><i>Jacq Vaucan<\/i><\/b><\/em><\/strong><em><i>: \u00bfPor qu\u00e9?<\/i><\/em><\/p><p><strong><em><b><i>Cleo<\/i><\/b><\/em><\/strong><em><i>: No creo que puedas entender. &quot;<\/i><\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c89b065 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c89b065\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6730bbc\" data-id=\"6730bbc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c4dacf4 elementor-widget elementor-widget-image\" data-id=\"c4dacf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3-1024x427.png\" class=\"attachment-large size-large wp-image-10377\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3-1024x427.png 1024w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3-300x125.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3-768x320.png 768w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3-1000x417.png 1000w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image3.png 1387w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ae5018c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae5018c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d3b5c46\" data-id=\"d3b5c46\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8da93f7 elementor-widget elementor-widget-text-editor\" data-id=\"8da93f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ahora que ha limpiado los datos, necesita construir el aut\u00f3mata de control de aprendizaje. La primera etapa de la construcci\u00f3n del aut\u00f3mata se realiza gracias a una facilidad de simplificaci\u00f3n del biokernel. Este \u00faltimo es capaz de identificar patrones id\u00e9nticos en un conjunto de palabras. Por ejemplo, si durante dos d\u00edas obtiene las siguientes palabras: azertyuiop y bhjtyuiqf, el biokernel y puede decir que solo &quot;tyui&quot; es com\u00fan a ambas palabras.<\/p><p>Primero, construya el \u00e1rbol de decisiones con las siguientes palabras:<\/p><ul><li>azertyuiop; ghjtyuifg; fghjktyui; fghjazeop<\/li><\/ul><p>El \u00e1rbol de decisiones tiene una rama por palabra y una transici\u00f3n (arco) a trav\u00e9s de cada s\u00edmbolo de la palabra.<\/p><p>El segundo paso es encontrar las subcadenas comunes para cada par de palabras:<\/p><p><a href=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2016\/03\/tutorial2.pdf\">https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2016\/03\/tutorial2.pdf<\/a>\u00a0 ejercicio 4<\/p><p>Determine las subcadenas comunes m\u00e1s grandes entre cualquier par de palabras. Ordene las subcadenas comunes en orden ascendente y elija las m\u00e1s grandes el mayor tiempo posible. Es posible elegir una subcadena com\u00fan si todos los elementos de esta subcadena no est\u00e1n ya seleccionados en otra subcadena com\u00fan.<\/p><p>Una vez que haya seleccionado las subcadenas, agrupe los estados correspondientes a dos de las palabras junto con la palabra com\u00fan en el arco.<\/p><h2><span class=\"ez-toc-section\" id=\"Notation-2\"><\/span><strong><b>Clasificaci\u00f3n<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><ol><li><a href=\"https:\/\/complex-systems-ai.com\/es\/teoria-de-grafos\/arboles-y-arboles\/\">\u00c1rbol<\/a> decisi\u00f3n <strong><b>(2 puntos)<\/b><\/strong><\/li><li>C\u00e1lculo de subcadenas comunes <strong><b>(5 puntos)<\/b><\/strong><\/li><li>\u00c1rbol de decisiones fusionado <strong><b>(3 puntos)<\/b><\/strong><strong><b><br \/><\/b><\/strong><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8dc0d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8dc0d4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a670dc\" data-id=\"9a670dc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd911b2 elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"bd911b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cpolyline points=&#039;0,18 12,6 24,18 &#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-29d8a9d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29d8a9d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-48125f9\" data-id=\"48125f9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f10793 elementor-widget elementor-widget-heading\" data-id=\"0f10793\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Partie-3-Reduction-de-lautomate-et-prediction\"><\/span>Parte 3: Reducci\u00f3n y predicci\u00f3n de aut\u00f3matas<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fbd00f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fbd00f7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f25d3ce\" data-id=\"f25d3ce\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-42ebff4 elementor-widget elementor-widget-text-editor\" data-id=\"42ebff4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><em><b><i>&quot;\u00a0<\/i><\/b><\/em><\/strong><strong><em><b><i>Jacq Vaucan<\/i><\/b><\/em><\/strong><em><i>: \u00bfQui\u00e9n alter\u00f3 tus protocolos?<\/i><\/em><\/p><p><strong><em><b><i>Robot azul<\/i><\/b><\/em><\/strong><em><i>: Nadie alter\u00f3 mis protocolos.<\/i><\/em><\/p><p><strong><em><b><i>Jacq Vaucan<\/i><\/b><\/em><\/strong><em><i>: \u00bfQue hay de ellos?<\/i><\/em><\/p><p><strong><em><b><i>Robot azul<\/i><\/b><\/em><\/strong><em><i>: Los realic\u00e9.<\/i><\/em><\/p><p><strong><em><b><i>Jacq Vaucan<\/i><\/b><\/em><\/strong><em><i>: \u00bfEres el jefe?<\/i><\/em><\/p><p><strong><em><b><i>Robot azul<\/i><\/b><\/em><\/strong><em><i>: Boss es una estructura de pensamiento humano &quot;.<\/i><\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e455c04 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e455c04\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4299fd6\" data-id=\"4299fd6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf3caa2 elementor-widget elementor-widget-image\" data-id=\"bf3caa2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"453\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image4.png\" class=\"attachment-large size-large wp-image-10378\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image4.png 660w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image4-300x206.png 300w\" sizes=\"(max-width: 660px) 100vw, 660px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-52f02c9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"52f02c9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a951f83\" data-id=\"a951f83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-904a1f9 elementor-widget elementor-widget-text-editor\" data-id=\"904a1f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ahora que se ha reducido el aut\u00f3mata, el \u00faltimo paso es determinarlo y minimizarlo. Tomemos el siguiente aut\u00f3mata por conveniencia:<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-10379\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image5.png\" alt=\"\" width=\"283\" height=\"283\" title=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image5.png 283w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image5-150x150.png 150w\" sizes=\"(max-width: 283px) 100vw, 283px\" \/><\/p><p>Determinar y minimizar el aut\u00f3mata para presentar el algoritmo m\u00e1s ligero posible al biokernel. Una vez que se haya obtenido el aut\u00f3mata m\u00ednimo, proporcione un \u00e1rbol de decisi\u00f3n sobre el comportamiento futuro (la continuaci\u00f3n de la palabra) considerando el siguiente prefijo en un paso de 5:<\/p><ul><li>ab, \u00bfcu\u00e1les son las palabras validadas?<\/li><\/ul><p>Asimismo, el biokernel es capaz de recuperar la distancia recorrida volviendo al PLC. Proporcione un \u00e1rbol de decisiones sobre el comportamiento pasado (el comienzo de la palabra) considerando el siguiente sufijo en un paso de 5:<\/p><ul><li>ccc, \u00bfcu\u00e1les son las palabras validadas?<\/li><\/ul><h2><span class=\"ez-toc-section\" id=\"Notation-3\"><\/span><strong><b>Clasificaci\u00f3n<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><ol><li><a href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/determinacion-e-afi-vers-afd\/\">Determinaci\u00f3n<\/a> <strong><b>(5 puntos)<\/b><\/strong><\/li><li><a href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/minimizacion-dun-afd\/\">Minimizaci\u00f3n<\/a> <strong><b>(5 puntos)<\/b><\/strong><\/li><li>Predicci\u00f3n <strong><b>(5 puntos)<\/b><\/strong><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Teor\u00edas Inicio Soluciones Proyecto de teor\u00eda del lenguaje: Aut\u00f3matas Este es el primer proyecto de teor\u00eda del lenguaje. ETC: 15 horas (fecha l\u00edmite \u2013 5 clases)\u2026 <\/p>","protected":false},"author":1,"featured_media":0,"parent":5028,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-10363","page","type-page","status-publish","hentry"],"amp_enabled":false,"_links":{"self":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10363","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/comments?post=10363"}],"version-history":[{"count":7,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10363\/revisions"}],"predecessor-version":[{"id":19028,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10363\/revisions\/19028"}],"up":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/5028"}],"wp:attachment":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/media?parent=10363"}],"curies":[{"name":"gracias","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}