{"id":1799,"date":"2022-07-24T05:49:23","date_gmt":"2022-07-24T05:49:23","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=1799"},"modified":"2022-07-24T05:49:23","modified_gmt":"2022-07-24T05:49:23","slug":"prediccion-de-precios-en-la-bolsa-de-valores-con-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=1799","title":{"rendered":"Predicci\u00f3n de precios en la bolsa de valores con inteligencia artificial"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/Predicci%C3%B3n-de-precios-en-la-bolsa-de-valores-con-inteligencia-artificial_MCyTI2021.pdf\">Descargar versi\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p><strong>Profesores:&nbsp;<\/strong><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=194\">Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade<\/a>&nbsp;y&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=2594&amp;SingleProduct=218\">Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada<\/a><\/p>\n\n\n\n<p><strong>Resumen:&nbsp;<\/strong>El comportamiento de la bolsa de valores es un problema de mucho inter\u00e9s. Es importante evaluar el desempe\u00f1o de redes neuronales y aprendizaje por refuerzo profundo, para hacer pron\u00f3sticos de la bolsa de valores. En este proyecto, se busca generar algoritmos que sean capaces de predecir el precio de acciones.<\/p>\n\n\n\n<p><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<p>Desarrollar dos algoritmos basados en redes neuronales para predecir el precio de acciones en la bolsa de valores.<\/p>\n\n\n\n<p><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Estudiar las redes neuronales y aprendizaje por refuerzo profundo<\/li><li>Revisar el estado del arte para seleccionar dos estrategias basadas en redes neuronales adecuadas al problema<\/li><li>Generar dos algoritmos basados en las estrategias seleccionadas para predecir el precio de accione<\/li><li>Realizar el entrenamiento de los algoritmos y probar su desempe\u00f1o<\/li><li>Reportar los resultados obtenidos en la Id\u00f3nea Comunicaci\u00f3n de Resultados (ICR)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade&nbsp;y&nbsp;Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;El comportamiento de la bolsa de valores es un problema de mucho inter\u00e9s. Es importante evaluar el desempe\u00f1o de redes neuronales y aprendizaje por refuerzo profundo, para hacer pron\u00f3sticos de la bolsa de valores. En este proyecto, se busca generar algoritmos que sean capaces<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[75],"tags":[],"class_list":["post-1799","post","type-post","status-publish","format-standard","hentry","category-75"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Predicci\u00f3n de precios en la bolsa de valores con inteligencia artificial - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=1799\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predicci\u00f3n de precios en la bolsa de valores con inteligencia artificial - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade&nbsp;y&nbsp;Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;El comportamiento de la bolsa de valores es un problema de mucho inter\u00e9s. Es importante evaluar el desempe\u00f1o de redes neuronales y aprendizaje por refuerzo profundo, para hacer pron\u00f3sticos de la bolsa de valores. 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