{"id":5286,"date":"2024-11-22T14:30:33","date_gmt":"2024-11-22T20:30:33","guid":{"rendered":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/?page_id=5286"},"modified":"2025-03-25T10:05:49","modified_gmt":"2025-03-25T16:05:49","slug":"lecm4","status":"publish","type":"page","link":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/l-m\/lecm4\/","title":{"rendered":"lecm4 Ecuaciones Lineales"},"content":{"rendered":"\n<h1 class=\"has-text-align-center has-text-color\" style=\"color:#e31a1a\">Sistema de ecuaciones lineales&nbsp;<\/h1>\n\n\n\n<p>La informaci\u00f3n dada en la secci\u00f3n anterior tiene su mayor aplicaci\u00f3n<br>en la soluci\u00f3n de un sistema de ecuaciones lineales. Estas ecuaciones<br>se pueden organizar en una ecuaci\u00f3n matricial donde la manipulaci\u00f3n<br>se puede realizar a trav\u00e9s de funciones predefinidas de Matlab o a<br>trav\u00e9s de instrucciones secuenciales. Sea el sistema de tres ecuaciones<br>con tres inc\u00f3gnitas ( x, y, x ) donde el sistema queda establecido<br>as\u00ed.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-25.png\" alt=\"\" class=\"wp-image-6829\" width=\"340\" height=\"146\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-25.png 453w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-25-300x129.png 300w\" sizes=\"(max-width: 340px) 100vw, 340px\" \/><\/figure>\n\n\n\n<p>Ordenando en forma matricial se tiene<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"400\" height=\"140\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-26.png\" alt=\"\" class=\"wp-image-6831\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-26.png 400w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-26-300x105.png 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<p>Ahora asignando a cada arreglo un vector y matriz seg\u00fan corresponda,<br>se tiene A X = d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-27.png\" alt=\"\" class=\"wp-image-6832\" width=\"254\" height=\"370\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-27.png 339w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-27-206x300.png 206w\" sizes=\"(max-width: 254px) 100vw, 254px\" \/><\/figure>\n\n\n\n<p>Donde A es la matriz coeficiente del sistema, X es el vector inc\u00f3gnita y<br>d el vector de t\u00e9rminos independientes.<\/p>\n\n\n\n<p>Primero el programa MATLAB tiene que conocer la matriz de coeficientes de la ecuaci\u00f3n.<br>&gt;&gt; A = [1 2 3; 2 5 6; 7 1 1 ]<br>Luego, el vector del lado derecho. d = [ 16; 80; 58]<br>Este problema tendr\u00e1 una respuesta siempre que el determinante de A sea distinto de cero. Para obtener el determinante de la matriz A, solo se tendr\u00e1 que escribir en MATLAB el comando det(matriz)<br>&gt;&gt; det(A)<br>ans =<br>-20<br>Ahora que MATLAB tiene toda la informaci\u00f3n necesaria, ya se puede resolver el sistema de ecuaciones con la instrucci\u00f3n x = A \\ d<br>El resultado es<br>&gt;&gt; x = A \\ d<br>x =<br>5.5000<br>48.0000<br>\u2013 28.5000<br>La respuesta de x interpreta los tres valores de las inc\u00f3gnitas x1, x2 y x3 en forma ordenada:<br>x(1) = 5.5 x(2) = 48 x(3) = \u2013 28.5<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"230\" height=\"334\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-30.png\" alt=\"\" class=\"wp-image-6835\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-30.png 230w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-30-207x300.png 207w\" sizes=\"(max-width: 230px) 100vw, 230px\" \/><\/figure>\n\n\n\n<p>Otra forma es utilizar la matriz aumentada y resolver con la funci\u00f3n rref(A1). Esto es,<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"319\" height=\"200\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-31.png\" alt=\"\" class=\"wp-image-6836\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-31.png 319w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-31-300x188.png 300w\" sizes=\"(max-width: 319px) 100vw, 319px\" \/><\/figure>\n\n\n\n<h2 class=\"has-medium-pink-color has-text-color\">Tarea 4<\/h2>\n\n\n\n<p>Resuelva los siguientes sistemas de ecuaciones<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">a)<\/td><td class=\"has-text-align-center\" data-align=\"center\">5x + 5y = 0<br>3x + 2y = &#8211; 2<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = &#8211; 2<br>y = 2<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">b)<\/td><td class=\"has-text-align-center\" data-align=\"center\">2x + 3y + 2z = 6<br>4x + y + 4z = 2<br>3x + 6y + 2z = 14<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = 2<br>y = 2<br>z = &#8211; 2<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">c)<\/td><td class=\"has-text-align-center\" data-align=\"center\">3x &#8211; y + z = 1<br>3x + 6y + 2z = 0<br>3x + 3y + 7z = 4<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = 0.0351<br>y = &#8211; 0.2368<br>z = 0.6579<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">d)<\/td><td class=\"has-text-align-center\" data-align=\"center\">2(2x + 8) &#8211; 3y = 27<br>x + 2y &#8211; 1\/3(3x &#8211; 2) = 5\/3<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = 3.375<br>y = 0.833<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">e)<\/td><td class=\"has-text-align-center\" data-align=\"center\">x + 2y = 3z + 4<br>5y + 5x = 4z &#8211; 6<br>6x + 2y = 5z + 2<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = &#8211; 1.7333<br>y = &#8211; 2.1333<br>z = &#8211; 3.333<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">f)<\/td><td class=\"has-text-align-center\" data-align=\"center\">2x &#8211; 6y + 2 = -44<br>&#8211; 3x &#8211; y + 7z = -34<br>-8x + y &#8211; 2z = -20<\/td><td class=\"has-text-align-center\" data-align=\"center\">x = 4<br>y = 8<br>z = &#8211; 2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"is-content-justification-center is-layout-flex wp-container-1 wp-block-buttons\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-dark-gray-color has-bright-blue-background-color has-text-color has-background wp-element-button\" href=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/l-m\/\">Lecciones<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-dark-gray-color has-yellow-background-color has-text-color has-background wp-element-button\" href=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/lecm5\/\">siguiente lecci\u00f3n<\/a><\/div>\n<\/div>\n\n\n\n<!--nextpage-->\n\n\n\n<h2>Soluci\u00f3n<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"345\" height=\"378\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-33.png\" alt=\"\" class=\"wp-image-6838\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-33.png 345w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-33-274x300.png 274w\" sizes=\"(max-width: 345px) 100vw, 345px\" \/><\/figure>\n\n\n\n<h2>Ejercicio<\/h2>\n\n\n\n<p class=\"has-text-align-left\">Encuentre los valores del sistema de ecuaciones cuando X tiene los siguientes valores<\/p>\n\n\n\n<p>x = [ -2.6; 2.4; 4.6; -6.1; 8.1]<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-38.png\" alt=\"\" class=\"wp-image-6878\" width=\"421\" height=\"143\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-38.png 561w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2025\/03\/imagen-38-300x102.png 300w\" sizes=\"(max-width: 421px) 100vw, 421px\" \/><\/figure>\n\n\n\n<h2>Soluci\u00f3n<\/h2>\n\n\n\n<p class=\"has-text-align-left\">En MATLAB se define la matriz de coeficientes A y el vector soluci\u00f3n x.<br>A = [-0.2 -0.8 3.9 6 -1.6; 6.3 8 3 2.5 5.1; -0.8 -9.9 9.7 4.7 5.9;-0.9 -4.1 1.1 -2.5 8.4; 1 -9 -2 -9.8 6.9]<br><br>La multiplicaci\u00f3n A por x se efect\u00faa al teclear<br>b = A*x<br>La soluci\u00f3n es<br>b = -33.0200<br>42.6800<br>42.0600<br>80.8500<br>82.2700<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"821\" height=\"485\" src=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2023\/08\/imagen-13.png\" alt=\"\" class=\"wp-image-5362\" srcset=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2023\/08\/imagen-13.png 821w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2023\/08\/imagen-13-300x177.png 300w, https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-content\/uploads\/sites\/89\/2023\/08\/imagen-13-768x454.png 768w\" sizes=\"(max-width: 821px) 100vw, 821px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Sistema de ecuaciones lineales&nbsp; La informaci\u00f3n dada en la secci\u00f3n anterior tiene su mayor aplicaci\u00f3nen la soluci\u00f3n de un sistema de ecuaciones lineales. Estas ecuacionesse pueden organizar en una ecuaci\u00f3n matricial donde la manipulaci\u00f3nse puede realizar a trav\u00e9s de funciones predefinidas de Matlab o atrav\u00e9s de instrucciones secuenciales. Sea el sistema de tres ecuacionescon tres &hellip; <a href=\"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/l-m\/lecm4\/\" class=\"more-link\">Contin\u00faa leyendo <span class=\"screen-reader-text\">lecm4 Ecuaciones Lineales<\/span><\/a><\/p>\n","protected":false},"author":123458,"featured_media":0,"parent":5258,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0},"_links":{"self":[{"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/pages\/5286"}],"collection":[{"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/users\/123458"}],"replies":[{"embeddable":true,"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/comments?post=5286"}],"version-history":[{"count":12,"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/pages\/5286\/revisions"}],"predecessor-version":[{"id":6879,"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/pages\/5286\/revisions\/6879"}],"up":[{"embeddable":true,"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/pages\/5258"}],"wp:attachment":[{"href":"https:\/\/blogceta.zaragoza.unam.mx\/mnumericos\/wp-json\/wp\/v2\/media?parent=5286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}