{"id":1334,"date":"2017-05-22T13:29:54","date_gmt":"2017-05-22T18:29:54","guid":{"rendered":"http:\/\/blog.espol.edu.ec\/matg1003\/?p=1334"},"modified":"2017-05-22T13:29:54","modified_gmt":"2017-05-22T18:29:54","slug":"cl2-07-operaciones-entre-subespacios","status":"publish","type":"post","link":"https:\/\/blog.espol.edu.ec\/matg1049\/cl2-07-operaciones-entre-subespacios\/","title":{"rendered":"cl2-07. Operaciones entre Subespacios"},"content":{"rendered":"<hr \/>\n<pre style=\"text-align: justify;background-color: #fafafa\"><strong>Definici\u00f3n.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>. Se definen las siguientes operaciones entre subespacios:\n<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\small{\\begin{array}{lrcl}\n{Intersecci\\acute{o}n}:&amp; H \\cap W &amp;=&amp; \\left\\{ v\\in V\/v\\in H \\wedge v\\in W\\right\\}\\\\\n{Uni\\acute{o}n}:&amp; H \\cup W &amp;=&amp; \\left\\{ v\\in V\/v\\in H \\vee v\\in W\\right\\}\\\\\n{Suma}:&amp; H+W &amp;=&amp; \\left\\{ v=h\\oplus w \\in V\/ h\\in H \\wedge w\\in W\\right\\}\n\\end{array}}<\/span><\/pre>\n<pre style=\"text-align: justify;background-color: white\"><strong>Teorema.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>. Entonces <span class=\"wp-katex-eq\" data-display=\"false\">H \\cap W<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">H + W<\/span> tambi\u00e9n son subespacios vectoriales de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>.<\/pre>\n<p style=\"text-align: justify\"><strong>Observaci\u00f3n.<\/strong>\u00a0La operaci\u00f3n de uni\u00f3n entre subespacios vectoriales de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>\u00a0<em>no\u00a0necesariamente<\/em> va a dar como resultado otro subespacio vectorial de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>, a menos que uno este contenido en el otro.<\/p>\n<pre style=\"text-align: justify\"><strong>Ejemplo.<\/strong> Determine si la uni\u00f3n entre los siguientes subespacios vectoriales de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span> es otro subespacio de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>.<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\small{\\begin{array}{rcl}\nH &amp;=&amp; \\left\\{ (x,y)\\in \\mathbb{R^{2}} \/ y=x\\right\\}\\\\\nW &amp;=&amp; \\left\\{ (x,y)\\in \\mathbb{R^{2}} \/ y=-x\\right\\}\n\\end{array}}<\/span><\/pre>\n<p style=\"text-align: justify\"><strong>Soluci\u00f3n.<\/strong> (contraejemplo) <span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\begin{array}{rcl} H\\cup W &amp;=&amp; \\left\\{ (x,y)\\in \\mathbb{R^{2}}\/(x,y) \\in H \\vee (x,y)\\in W\\right\\} \\end{array}<\/span><\/p>\n<p style=\"text-align: justify\">Si <span class=\"wp-katex-eq\" data-display=\"false\">\\forall\\ (x,y),(p,q)\\in H\\cup W : (x,y)\\oplus(p,q)\\in H\\cup W<\/span> por el axioma de cerradura bajo la suma, se tiene que<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\begin{array}{rcl} (x,y)\\in H\\cup W &amp;\\Longrightarrow &amp; (x,y)\\in H \\vee (x,y)\\in W \\\\ (p,q)\\in H\\cup W &amp;\\Longrightarrow &amp; (p,q)\\in H \\vee (p,q)\\in W \\end{array}<\/span>de donde<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\begin{array}{rcl} (x,y),(p,q)\\in H &amp;\\Longrightarrow &amp; (x,y)\\oplus(p,q)\\in H \\\\ (x,y),(p,q)\\in W &amp;\\Longrightarrow &amp;(x,y)\\oplus(p,q)\\in W \\end{array}<\/span> es decir, <span class=\"wp-katex-eq\" data-display=\"false\">\\begin{array}{rcl} (x,y)\\oplus(p,q)\\in H\\cup W \\end{array}<\/span>; sin embargo, si <span class=\"wp-katex-eq\" data-display=\"false\">(1,1),(1,-1)\\in H\\cup W<\/span> entonces <span class=\"wp-katex-eq\" data-display=\"false\">(1,1)\\oplus(1,-1)=(2,0)\\notin H\\cup W<\/span>.<\/p>\n<p style=\"text-align: justify\"><em>Por consiguiente, <span class=\"wp-katex-eq\" data-display=\"false\">H\\cup W<\/span> no es un subespacio vectorial de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>.<\/em><\/p>\n<p style=\"text-align: justify\">\u00a0<\/p>\n<pre style=\"text-align: justify;background-color: white\"><strong>Teorema.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>. Entonces <span class=\"wp-katex-eq\" data-display=\"false\">H \\cup W<\/span> es un subespacio vectorial de <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span> si y solo si <span class=\"wp-katex-eq\" data-display=\"false\">H\\subseteq W<\/span> o <span class=\"wp-katex-eq\" data-display=\"false\">W\\subseteq H<\/span>.<\/pre>\n<pre style=\"text-align: justify;background-color: white\"><strong>Teorema.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span> donde <span class=\"wp-katex-eq\" data-display=\"false\">H=gen\\left\\{P\\right\\}<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W=gen\\left\\{Q\\right\\}<\/span>. Entonces <span class=\"wp-katex-eq\" data-display=\"false\">H+W=gen\\left\\{P\\cup Q\\right\\}<\/span>.<\/pre>\n<pre style=\"text-align: justify;background-color: white\"><strong>Teorema.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span> de dimensi\u00f3n finita. Entonces<span class=\"wp-katex-eq katex-display\" data-display=\"true\">dim(H+W)=dim(H)+dim(W)-dim(H\\cap W)<\/span><\/pre>\n<p style=\"text-align: justify\">\u00a0<\/p>\n<pre style=\"text-align: justify;background-color: #fafafa\"><strong>Definici\u00f3n.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>. La suma <span class=\"wp-katex-eq\" data-display=\"false\">H+W<\/span> se denomina <strong>suma directa<\/strong> de <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span>, denotada como <span class=\"wp-katex-eq\" data-display=\"false\">H\\oplus W<\/span>, si cada vector en el espacio <span class=\"wp-katex-eq\" data-display=\"false\">H+W<\/span> tiene una \u00fanica representaci\u00f3n como la suma de un vector en <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y un vector en <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span>.<\/pre>\n<pre style=\"text-align: justify;background-color: white\"><strong>Teorema.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios vectoriales de un espacio vectorial <span class=\"wp-katex-eq\" data-display=\"false\">V<\/span>. Entonces <span class=\"wp-katex-eq\" data-display=\"false\">H+W=H\\oplus W<\/span> si y solo si <span class=\"wp-katex-eq\" data-display=\"false\">H\\cap W=\\left\\{0_V\\right\\}<\/span>.<\/pre>\n<p style=\"text-align: justify\">\u00a0<\/p>\n<pre style=\"text-align: justify\"><strong>Ejemplo.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span> subespacios de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> dado por<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\begin{array}{rcl}H&amp;=&amp;gen\\left\\{(-1,1,3)\\right\\} \\\\ W&amp;=&amp;\\left\\{(x,y,z)\/2x-y+3z=0\\right\\}\\end{array}<\/span> Determine<br>\n<span class=\"wp-katex-eq\" data-display=\"false\">a)<\/span> El subespacio de la intersecci\u00f3n entre <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span>.\n<span class=\"wp-katex-eq\" data-display=\"false\">b)<\/span> Muestre que <span class=\"wp-katex-eq\" data-display=\"false\">H\\cup W<\/span> no es un subespacio de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span>.\n<span class=\"wp-katex-eq\" data-display=\"false\">c)<\/span> Que <span class=\"wp-katex-eq\" data-display=\"false\">P=\\left\\{p\\in \\mathbb{R^3} \/ p=h+w\\ {;}\\ h\\in H\\ y\\ w\\in W\\right\\}<\/span> es <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span>.\n<\/pre>\n<p style=\"text-align: justify\"><strong>Soluci\u00f3n.<\/strong><\/p>\n<p><strong>Literal a.<\/strong> Sean <span class=\"wp-katex-eq\" data-display=\"false\">\\scriptsize{H=\\left\\{ \\left(\\begin{array}{r}-a\\\\a\\\\3a \\end{array}\\right) {\/}\\ \\forall\\ a\\in \\mathbb{R} \\right\\}}<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">\\scriptsize{W=\\left\\{ \\left(\\begin{array}{r}x\\\\2x+3z\\\\z \\end{array}\\right) {\/}\\ \\forall\\ x,z\\in \\mathbb{R} \\right\\}}<\/span> entonces<span class=\"wp-katex-eq katex-display\" data-display=\"true\">H\\cap W \\Longrightarrow \\left(\\begin{array}{r} -a\\\\a\\\\3a \\end{array} \\right) = \\left(\\begin{array}{r}x\\\\2x+3z\\\\z \\end{array}\\right) \\Longrightarrow a=x=z=0<\/span><em>Por consiguiente<\/em>, <span class=\"wp-katex-eq\" data-display=\"false\">\\scriptsize{H\\cap W=\\left\\{ \\left(\\begin{array}{r} 0\\\\0\\\\0 \\end{array}\\right) \\right\\}}<\/span>, neutro del espacio vectorial en <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span>.<\/p>\n<p style=\"text-align: justify\"><strong>Literal b.<\/strong> Si <span class=\"wp-katex-eq\" data-display=\"false\">H\\cup W<\/span> es subespacio de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span>, entonces debe cumplir con los dos axiomas de cerradura; adem\u00e1s, la uni\u00f3n de dos subespacios se denota tambi\u00e9n como la suma de estos, es decir<span class=\"wp-katex-eq katex-display\" data-display=\"true\">H\\cup W = \\left(\\begin{array}{r} -a\\\\a\\\\3a \\end{array} \\right) \\oplus \\left(\\begin{array}{r}x\\\\2x+3z\\\\z \\end{array}\\right)<\/span> de donde<span class=\"wp-katex-eq katex-display\" data-display=\"true\">H\\cup W=\\left\\{ \\left(\\begin{array}{r}x-a\\\\a+2x+3z\\\\3a+z \\end{array}\\right) {\/}\\ x,z,a\\in \\mathbb{R} \\right\\}<\/span>Entonces, <span class=\"wp-katex-eq\" data-display=\"false\">\\forall\\ h,w \\in U\\ :\\ h\\oplus w \\in U<\/span>. Si <span class=\"wp-katex-eq\" data-display=\"false\">U<\/span> es <span class=\"wp-katex-eq\" data-display=\"false\">H\\cup W<\/span> se tiene que el vector suma que pertenece a <span class=\"wp-katex-eq\" data-display=\"false\">U<\/span> debe pertenecer a <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> o <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span>, de donde<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\scriptsize{\\left(\\begin{array}{r} x_1 - a_1 \\\\a_1 + 2x_1 + 3z_1 \\\\3a_1 + z_1\\end{array} \\right) \\oplus \\left(\\begin{array}{r}x_2 - a_2 \\\\a_2 + 2x_2 + 3z_2\\\\3a_2 + z_2 \\end{array}\\right) = \\left(\\begin{array}{r} (x_1 - a_1) + (x_2 - a_2) \\\\ (a_1+a_2) + 2(x_1+x_2) + 3(z_1 + z_2)\\\\3(a_1+a_2) + (z_1+z_2) \\end{array}\\right) }<\/span>N\u00f3tese que el vector suma <em>no pertenece<\/em> ni a <span class=\"wp-katex-eq\" data-display=\"false\">H<\/span> ni a <span class=\"wp-katex-eq\" data-display=\"false\">W<\/span>.<\/p>\n<p><em>Por consiguiente<\/em>, es este caso, la uni\u00f3n de estos subespacios <em>no constituye<\/em> un subespacio vectorial de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span>.<\/p>\n<p style=\"text-align: justify\"><strong>Literal c.<\/strong> Si <span class=\"wp-katex-eq\" data-display=\"false\">P=\\mathbb{R^3}<\/span> (lo que se debe demostrar), entonces cualquier vector de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> pertenece <span class=\"wp-katex-eq\" data-display=\"false\">P<\/span>; es decir, que todo vector de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> puede ser expresado en funci\u00f3n de los vectores de <span class=\"wp-katex-eq\" data-display=\"false\">P<\/span>.<\/p>\n<p>Si <span class=\"wp-katex-eq\" data-display=\"false\">p=h+w<\/span>,  <span class=\"wp-katex-eq\" data-display=\"false\">h=\\small{\\left(\\begin{array}{r} -a\\\\a\\\\3a \\end{array} \\right)}<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">w=\\small{\\left(\\begin{array}{r}x\\\\2x+3z\\\\z \\end{array}\\right)} <\/span> entonces<span class=\"wp-katex-eq katex-display\" data-display=\"true\">h+w=\\left(\\begin{array}{r} -a\\\\a\\\\3a \\end{array} \\right) + \\left(\\begin{array}{r}x\\\\2x+3z\\\\z \\end{array}\\right) = \\left(\\begin{array}{r}x-a\\\\2x+3z+a\\\\z+3a \\end{array}\\right)<\/span>y, por lo tanto, cualquier vector de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> puede ser expresado como una combinaci\u00f3n lineal, tal que<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\small{x \\left(\\begin{array}{r} 1 \\\\ 2 \\\\ 0 \\end{array}\\right) + z \\left(\\begin{array}{r} 0 \\\\ 3 \\\\ 1 \\end{array}\\right) + a \\left(\\begin{array}{r} -1 \\\\ 1 \\\\ 3 \\end{array}\\right) \\quad {,} \\quad \\left\\{\\left(\\begin{array}{r} 1 \\\\ 2 \\\\ 0 \\end{array}\\right) , \\left(\\begin{array}{r} 0 \\\\ 3 \\\\ 1 \\end{array}\\right) , \\left(\\begin{array}{r} -1 \\\\ 1 \\\\ 3 \\end{array}\\right) \\right\\}}<\/span>A continuaci\u00f3n, se toma un vector t\u00edpico de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> para verificar que puede (el  vector t\u00edpico) ser expresado en funci\u00f3n de \u00e9stos tres vectores, as\u00ed se tiene que <span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\alpha_1 \\left(\\begin{array}{r} 1 \\\\ 2 \\\\ 0 \\end{array}\\right) + \\alpha_2 \\left(\\begin{array}{r} 0 \\\\ 3 \\\\ 1 \\end{array}\\right) + \\alpha_3 \\left(\\begin{array}{r} -1 \\\\ 1 \\\\ 3 \\end{array}\\right) = \\left(\\begin{array}{r} i \\\\ j \\\\ k \\end{array}\\right)<\/span>Al resolver el sistema de ecuaciones lineales asociado se obtiene que<span class=\"wp-katex-eq katex-display\" data-display=\"true\">\\alpha_1=\\frac{9i+k-j}{9} \\quad{,}\\quad \\alpha_2=\\frac{j-2k}{3} \\quad{,}\\quad \\alpha_3=\\frac{k-j}{9}<\/span><em>Por consiguiente<\/em>, cualquier vector de <span class=\"wp-katex-eq\" data-display=\"false\">\\mathbb{R^3}<\/span> pertenece a <span class=\"wp-katex-eq\" data-display=\"false\">P<\/span> y <span class=\"wp-katex-eq\" data-display=\"false\">P=\\mathbb{R^3}<\/span>.<\/p>\n<hr \/>\n<p><strong>Enlaces de inter\u00e9s<\/strong><\/p>\n<pre><a href=\"http:\/\/blog.espol.edu.ec\/matg1003\/videos-semana-05\/\">Clase Online<\/a>\n<a href=\"https:\/\/www.sidweb.espol.edu.ec\/\" target=\"_blank\" rel=\"noopener noreferrer\">Plataforma SIDWeb<\/a>\n<a href=\"http:\/\/blog.espol.edu.ec\/matg1003\/referencias-bibliograficas\/\">Referencias Bibliogr\u00e1ficas<\/a><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Definici\u00f3n. Sean y subespacios vectoriales de un espacio vectorial . Se definen las siguientes operaciones entre subespacios: Teorema. Sean y subespacios vectoriales de un espacio vectorial . Entonces y tambi\u00e9n son subespacios vectoriales de . Observaci\u00f3n.\u00a0La operaci\u00f3n de uni\u00f3n entre subespacios vectoriales de \u00a0no\u00a0necesariamente va a dar como resultado otro subespacio vectorial de , a &hellip; <a href=\"https:\/\/blog.espol.edu.ec\/matg1049\/cl2-07-operaciones-entre-subespacios\/\" class=\"more-link\">Sigue leyendo <span class=\"screen-reader-text\">cl2-07. Operaciones entre Subespacios<\/span><\/a><\/p>\n","protected":false},"author":609,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1414633],"tags":[],"class_list":["post-1334","post","type-post","status-publish","format-standard","hentry","category-temas-1ra-evaluacion"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/posts\/1334","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/users\/609"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/comments?post=1334"}],"version-history":[{"count":0,"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/posts\/1334\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/media?parent=1334"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/categories?post=1334"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/matg1049\/wp-json\/wp\/v2\/tags?post=1334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}