{"id":10390,"date":"2020-10-30T11:09:31","date_gmt":"2020-10-30T10:09:31","guid":{"rendered":"https:\/\/complex-systems-ai.com\/?page_id=10390"},"modified":"2022-12-03T23:05:05","modified_gmt":"2022-12-03T22:05:05","slug":"projet-chaines-de-markov-computer-chess","status":"publish","type":"page","link":"https:\/\/complex-systems-ai.com\/es\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/","title":{"rendered":"Proyecto de cadenas de Markov: ajedrez inform\u00e1tico"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"10390\" class=\"elementor elementor-10390\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-314a7a6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"314a7a6\" 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-078f34b\" data-id=\"078f34b\" 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-8d3db21 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"8d3db21\" 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-cc770b5\" data-id=\"cc770b5\" 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-e6474c2 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"e6474c2\" 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-b5e2f61\" data-id=\"b5e2f61\" 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-245419a elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"245419a\" 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\">Soluci\u00f3n<\/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-5c7d73d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c7d73d\" 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-dd19f3d\" data-id=\"dd19f3d\" 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-59f5819 elementor-widget elementor-widget-heading\" data-id=\"59f5819\" 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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#Projet-chaines-de-Markov-Computer-Chess\" >Proyecto de cadenas de Markov: ajedrez inform\u00e1tico<\/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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#%E2%80%9CCameraman-Do-you-think-a-human-being-will-ever-beat-a-person-at-chess-John-Oh-between-a-human-being-and-a-person-My-moneys-on-the-computer%E2%80%9D\" >\u201cCamar\u00f3grafo: \u00bfCrees que un ser humano alguna vez vencer\u00e1 a una persona en el ajedrez? John: Oh ... \u00bfentre un ser humano y una persona? Mi dinero est\u00e1 en la computadora &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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#Partie-2-Etude-du-comportement\" >Parte 2: Estudio de la conducta<\/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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#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\/proceso-de-markov\/proyecto-cadenas-de-markov-computadora-ajedrez\/#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-chaines-de-Markov-Computer-Chess\"><\/span>Proyecto de cadenas de Markov: ajedrez inform\u00e1tico<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-8f537dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f537dd\" 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-383fb00\" data-id=\"383fb00\" 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-8a9e251 elementor-widget elementor-widget-text-editor\" data-id=\"8a9e251\" 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>El proyecto Cadenas de Markov: Computer Chess, re\u00fane nociones de <a href=\"https:\/\/complex-systems-ai.com\/es\/teoria-del-lenguaje\/\">teor\u00eda del lenguaje<\/a> y procesos estoc\u00e1sticos discretos de primer orden.<\/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>10 puntos<\/u><\/li><li><u>15 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=\"The Markov Chains Project: Computer Chess, re\u00fane nociones de teor\u00eda del lenguaje y procesos estoc\u00e1sticos discretos de orden uno.\" 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-2a31ba5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a31ba5\" 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-d4b4fa3\" data-id=\"d4b4fa3\" 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-7d7f003 elementor-widget elementor-widget-image\" data-id=\"7d7f003\" 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=\"768\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6-1024x768.png\" class=\"attachment-large size-large wp-image-10395\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6-1024x768.png 1024w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6-300x225.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6-768x576.png 768w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6-1000x750.png 1000w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image6.png 1066w\" 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-fc9f5f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fc9f5f8\" 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-f733096\" data-id=\"f733096\" 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-32d1fa9 elementor-widget elementor-widget-heading\" data-id=\"32d1fa9\" 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%9CCameraman-Do-you-think-a-human-being-will-ever-beat-a-person-at-chess-John-Oh-between-a-human-being-and-a-person-My-moneys-on-the-computer%E2%80%9D\"><\/span>\u201cCamar\u00f3grafo: \u00bfCrees que un ser humano alguna vez vencer\u00e1 a una persona en el ajedrez? John: Oh ... \u00bfentre un ser humano y una persona? Mi dinero est\u00e1 en la computadora &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-ea5c0d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea5c0d3\" 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-4b9890e\" data-id=\"4b9890e\" 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-027eecf elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"027eecf\" 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-49d0392 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"49d0392\" 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-cb5f7e0\" data-id=\"cb5f7e0\" 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-7c69207 elementor-widget elementor-widget-heading\" data-id=\"7c69207\" 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-b4f5eb1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b4f5eb1\" 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-fff258e\" data-id=\"fff258e\" 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-b9c0178 elementor-widget elementor-widget-image\" data-id=\"b9c0178\" 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=\"1024\" height=\"575\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7-1024x575.png\" class=\"attachment-large size-large wp-image-10396\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7-1024x575.png 1024w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7-300x169.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7-768x432.png 768w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7-1000x562.png 1000w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image7.png 1050w\" 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-a6b01a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6b01a1\" 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-e7715b0\" data-id=\"e7715b0\" 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-3923f63 elementor-widget elementor-widget-text-editor\" data-id=\"3923f63\" 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; PARA\u00a0<\/i><\/em><em><i>computadora<\/i><\/em><em><i>\u00a0una vez me golpe\u00f3 en\u00a0<\/i><\/em><em><i>ajedrez<\/i><\/em><em><i>, pero no fue rival para m\u00ed en el kick boxing. &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-d3d7b35 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d3d7b35\" 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-b716f15\" data-id=\"b716f15\" 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-a78cdb9 elementor-widget elementor-widget-text-editor\" data-id=\"a78cdb9\" 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>El desaf\u00edo es alto, el torneo anual mundial de ajedrez para desafiar a los primeros cient\u00edficos de la computaci\u00f3n: crear un programa capaz de vencer a un humano en el ajedrez. Esta es la primera vez y debe mostrarle al mundo el potencial de la TI.<\/p><p>Para familiarizarse con las reglas del ajedrez, puede ver en un bucle los viejos torneos de Mikhail Tal, Bobby Fisher y Anatoly Karpov, as\u00ed como el prometedor debut del joven y formidable Garry Kasparov.<\/p><p>Los posibles movimientos (en t\u00e9rminos de movimiento, no de posici\u00f3n) se registran como s\u00edmbolos del alfabeto. Una serie de movimientos de toma de decisiones significa que a partir de una configuraci\u00f3n favorable dada, existe al menos una estrategia que permite llegar con seguridad a una posici\u00f3n favorable de jaque mate.<\/p><p>Por lo tanto, la computadora construir\u00e1 \u00e1rboles de decisi\u00f3n para configuraciones favorables (como en el proyecto 1). Tomemos, por ejemplo, las siguientes palabras para una configuraci\u00f3n favorable A:<\/p><ul><li>abbaaccad<\/li><li>baacdaadd<\/li><li>abaacdddd<\/li><\/ul><p>Para reducir el \u00e1rbol vamos a utilizar otra t\u00e9cnica distinta a la del tema 1. En el primer paso, asignar\u00e1s adem\u00e1s del s\u00edmbolo, el n\u00famero de veces que ha pasado el arco. Inicialmente, este n\u00famero es igual a 1 para cada arco.<\/p><p>El segundo paso consiste en calcular el coeficiente de compatibilidad entre dos estados. En nuestro ejemplo, fusionaremos dos estados si son compatibles con 100%. Dos estados son compatibles con 100% si tienen los mismos s\u00edmbolos predecesores y sucesores. Por ejemplo, en los prefijos abba y baab, el binomio ab o ba son compatibles con 100%. Durante la fusi\u00f3n, tambi\u00e9n es necesario fusionar el n\u00famero de pasajes a trav\u00e9s de los arcos (por lo que aqu\u00ed sumamos 1 + 1).<\/p><p>El tercer paso es fusionar estados 50% compatibles, es decir, solo con los mismos sucesores o solo con los mismos predecesores. Por lo tanto, es posible hacer converger los estados finales en un solo estado final, ya que todos los estados finales tienen los mismos sucesores (aqu\u00ed el conjunto vac\u00edo).<\/p><p>El cuarto y \u00faltimo paso se utiliza para fabricar la cadena de Markov en el tiempo discreto asociado. Para cada estado, la probabilidad de los arcos de entrada (resp. Salida) es igual al n\u00famero de pasajes de este arco dividido por la suma de los n\u00fameros de entrada (o salida, este n\u00famero es el mismo).<\/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>Etapa 1 <strong><b>(2 puntos)<\/b><\/strong><\/li><li>2do paso <strong><b>(3 puntos)<\/b><\/strong><\/li><li>Paso 3: no converja en todos los casos posibles, al menos dos de los cuales el estado final <strong><b>(3 puntos)<\/b><\/strong><\/li><li>Paso 4 <strong><b>(2 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-931cffc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"931cffc\" 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-dab14e9\" data-id=\"dab14e9\" 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-1abd54a elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1abd54a\" 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-6be248d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6be248d\" 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-f469fed\" data-id=\"f469fed\" 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-f729e2e elementor-widget elementor-widget-heading\" data-id=\"f729e2e\" 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-Etude-du-comportement\"><\/span>Parte 2: Estudio de la conducta<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-a9f3788 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a9f3788\" 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-fd8bd5c\" data-id=\"fd8bd5c\" 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-172e545 elementor-widget elementor-widget-image\" data-id=\"172e545\" 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=\"600\" height=\"450\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image8.png\" class=\"attachment-large size-large wp-image-10397\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image8.png 600w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image8-300x225.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" 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-6e8709b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e8709b\" 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-4d59f61\" data-id=\"4d59f61\" 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-09a9f7f elementor-widget elementor-widget-text-editor\" data-id=\"09a9f7f\" 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>Beuscher<em><i>: <\/i><\/em><em><i>\u00bfHay alguna posibilidad de que esto sea uh ... alg\u00fan tipo de uh ... muy avanzado ... quiero decir, acabamos de entregar una reina para obtener su reina y ahora estamos b\u00e1sicamente ... um ... &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-a0d8319 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a0d8319\" 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-9fe2675\" data-id=\"9fe2675\" 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-30926dd elementor-widget elementor-widget-text-editor\" data-id=\"30926dd\" 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 tiene aut\u00f3matas estoc\u00e1sticos (una deliciosa mezcla de aut\u00f3matas y <a href=\"https:\/\/complex-systems-ai.com\/es\/proceso-de-markov\/cadenas-de-markov-en-tiempo-discreto\/\">cadena de markov<\/a>), es hora de estudiar su comportamiento, es decir, el estudio de la cadena de Markov asociada. Recuerda analizar cuidadosamente los estados finales (jaque mate).<\/p><p>Estudie el comportamiento de las siguientes dos cadenas de Markov en tiempo discreto:<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-10398\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image9-300x130.png\" alt=\"\" width=\"300\" height=\"130\" title=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image9-300x130.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image9.png 341w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>El estado 6 es un estado final.<\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-10399\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image10-300x119.png\" alt=\"\" width=\"300\" height=\"119\" title=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image10-300x119.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image10.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>Los estados absorbentes son las configuraciones de &quot;jaque mate&quot;. El estado s0 es el estado inicial, por lo que el vector inicial comienza solo con este estado.<\/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>Canal 1 <strong><b>(7 puntos)<\/b><\/strong><\/li><li>Canal 2 <strong><b>(8 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-31b20e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31b20e3\" 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-694fd1a\" data-id=\"694fd1a\" 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-50cbd3c elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"50cbd3c\" 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-b5606e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b5606e2\" 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-4604927\" data-id=\"4604927\" 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-8552621 elementor-widget elementor-widget-heading\" data-id=\"8552621\" 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-fc41dc6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fc41dc6\" 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-7134688\" data-id=\"7134688\" 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-65b80c8 elementor-widget elementor-widget-image\" data-id=\"65b80c8\" 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=\"960\" height=\"540\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image11.png\" class=\"attachment-large size-large wp-image-10400\" alt=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image11.png 960w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image11-300x169.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/10\/Image11-768x432.png 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" 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-1c4caff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c4caff\" 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-c50b996\" data-id=\"c50b996\" 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-a87e6a3 elementor-widget elementor-widget-text-editor\" data-id=\"a87e6a3\" 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;El ajedrez es la lucha contra el error&quot;. - <\/i><\/em><em><i>Johannes zukertort <\/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-1e68ad2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e68ad2\" 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-a05526b\" data-id=\"a05526b\" 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-32c2e80 elementor-widget elementor-widget-text-editor\" data-id=\"32c2e80\" 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 su sistema de aprendizaje autom\u00e1tico est\u00e1 en funcionamiento, es hora de pensar en la parte t\u00e9cnica. Su computadora tiene dos n\u00facleos y, por lo tanto, es posible realizar computaci\u00f3n paralela. Entonces surge el problema del Bus, \u00bfnecesita uno o dos Buses para enrutar la informaci\u00f3n a los procesadores? Sabiendo que la informaci\u00f3n siempre llega de acuerdo a un <a href=\"https:\/\/complex-systems-ai.com\/es\/proceso-de-markov\/proceso-de-pescado\/\">proceso de envenenamiento<\/a> de tasa \u03bb y que son atendidos con un proceso de Poisson de tasa similar, calcular la distribuci\u00f3n estacionaria, la ocupaci\u00f3n de los procesadores, el n\u00famero de mensajes perdidos as\u00ed como el tiempo promedio de espera antes de ser atendidos para ambas configuraciones.<\/p><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>Modelado de las dos configuraciones <strong><b>(5 puntos)<\/b><\/strong><\/li><li>An\u00e1lisis de la primera configuraci\u00f3n <strong><b>(5 puntos)<\/b><\/strong><\/li><li>An\u00e1lisis de la segunda configuraci\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 Soluci\u00f3n Proyecto Cadenas de Markov: Ajedrez inform\u00e1tico El Proyecto Cadenas de Markov: Ajedrez inform\u00e1tico re\u00fane nociones de teor\u00eda de \u2026 <\/p>","protected":false},"author":1,"featured_media":0,"parent":5007,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-10390","page","type-page","status-publish","hentry"],"amp_enabled":false,"_links":{"self":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10390","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=10390"}],"version-history":[{"count":7,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10390\/revisions"}],"predecessor-version":[{"id":19034,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/10390\/revisions\/19034"}],"up":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/5007"}],"wp:attachment":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/media?parent=10390"}],"curies":[{"name":"gracias","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}