{"id":20035,"date":"2024-04-15T05:47:30","date_gmt":"2024-04-15T05:47:30","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=20035"},"modified":"2024-04-15T05:47:30","modified_gmt":"2024-04-15T05:47:30","slug":"given-the-matrix-left-beginarray20c-42-43-endarray-right-the-eigen-vector-is-a-left-beginarray20c-3-2-endarray-right-b","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/given-the-matrix-left-beginarray20c-42-43-endarray-right-the-eigen-vector-is-a-left-beginarray20c-3-2-endarray-right-b\/","title":{"rendered":"Given the matrix \\[\\left[ {\\begin{array}{*{20}{c}} { &#8211; 4}&#038;2 \\\\ 4&#038;3 \\end{array}} \\right],\\] the eigen vector is A. \\[\\left[ {\\begin{array}{*{20}{c}} 3 \\\\ 2 \\end{array}} \\right]\\] B. \\[\\left[ {\\begin{array}{*{20}{c}} 4 \\\\ 3 \\end{array}} \\right]\\] C. \\[\\left[ {\\begin{array}{*{20}{c}} 2 \\\\ { &#8211; 1} \\end{array}} \\right]\\] D. \\[\\left[ {\\begin{array}{*{20}{c}} { &#8211; 1} \\\\ 2 \\end{array}} \\right]\\]"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 3 \\\\ 2 \\end{array}} \\right]\\]&#8221; option2=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 4 \\\\ 3 \\end{array}} \\right]\\]&#8221; option3=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 2 \\\\ { &#8211; 1} \\end{array}} \\right]\\]&#8221; option4=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} { &#8211; 1} \\\\ 2 \\end{array}} \\right]\\]&#8221; correct=&#8221;option3&#8243;]<!--more--><\/p>\n<p>The correct answer is $\\boxed{\\left[ {\\begin{array}{*{20}{c}} 2 \\ { &#8211; 1} \\end{array}} \\right]}$.<\/p>\n<p>To find the eigenvalues and eigenvectors of a matrix, we can use the following formula:<\/p>\n<p>$$\\lambda v = A v$$<\/p>\n<p>where $\\lambda$ is the eigenvalue, $v$ is the eigenvector, and $A$ is the matrix.<\/p>\n<p>In this case, we have the matrix $A = \\left[ {\\begin{array}{*{20}{c}} { &#8211; 4}&amp;2 \\ 4&amp;3 \\end{array}} \\right]$.<\/p>\n<p>To find the eigenvalues, we can solve the equation $Av = \\lambda v$.<\/p>\n<p>We can do this by first finding the characteristic polynomial of $A$, which is given by:<\/p>\n<p>$$| A &#8211; \\lambda I |$$<\/p>\n<p>In this case, the characteristic polynomial is:<\/p>\n<p>$$| \\left[ {\\begin{array}{<em>{20}{c}} { &#8211; 4}&amp;2 \\ 4&amp;3 \\end{array}} \\right] &#8211; \\lambda \\left[ {\\begin{array}{<\/em>{20}{c}} 1&amp;0 \\ 0&amp;1 \\end{array}} \\right] | = \\left[ {\\begin{array}{*{20}{c}} { &#8211; 4}-\\lambda &amp;2 \\ 4&amp;3-\\lambda \\end{array}} \\right]$$<\/p>\n<p>We can then solve the equation $| A &#8211; \\lambda I | = 0$ to find the eigenvalues.<\/p>\n<p>In this case, the eigenvalues are $\\lambda = 2$ and $\\lambda = 5$.<\/p>\n<p>Once we have found the eigenvalues, we can find the eigenvectors by solving the equation $Av = \\lambda v$ for each eigenvalue.<\/p>\n<p>In this case, we have the following equations:<\/p>\n<p>$$\\left[ {\\begin{array}{<em>{20}{c}} { &#8211; 4}&amp;2 \\ 4&amp;3 \\end{array}} \\right] \\left[ {\\begin{array}{<\/em>{20}{c}} x_1 \\ x_2 \\end{array}} \\right] = \\left[ {\\begin{array}{*{20}{c}} 2 \\ 5 \\end{array}} \\right]$$<\/p>\n<p>and<\/p>\n<p>$$\\left[ {\\begin{array}{<em>{20}{c}} { &#8211; 4}&amp;2 \\ 4&amp;3 \\end{array}} \\right] \\left[ {\\begin{array}{<\/em>{20}{c}} y_1 \\ y_2 \\end{array}} \\right] = \\left[ {\\begin{array}{*{20}{c}} 5 \\ 2 \\end{array}} \\right]$$<\/p>\n<p>We can solve these equations for $x_1$ and $x_2$, and $y_1$ and $y_2$, respectively.<\/p>\n<p>In this case, we find that the eigenvectors are $\\left[ {\\begin{array}{<em>{20}{c}} 2 \\ { &#8211; 1} \\end{array}} \\right]$ and $\\left[ {\\begin{array}{<\/em>{20}{c}} 1 \\ 2 \\end{array}} \\right]$.<\/p>\n<p>Therefore, the correct answer is $\\boxed{\\left[ {\\begin{array}{*{20}{c}} 2 \\ { &#8211; 1} \\end{array}} \\right]}$.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 3 \\\\ 2 \\end{array}} \\right]\\]&#8221; option2=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 4 \\\\ 3 \\end{array}} \\right]\\]&#8221; option3=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} 2 \\\\ { &#8211; 1} \\end{array}} \\right]\\]&#8221; option4=&#8221;\\[\\left[ {\\begin{array}{*{20}{c}} { &#8211; 1} \\\\ 2 \\end{array}} \\right]\\]&#8221; correct=&#8221;option3&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[489],"tags":[],"class_list":["post-20035","post","type-post","status-publish","format-standard","hentry","category-linear-algebra","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Given the matrix \\[\\left[ {\\begin{array}{*{20}{c}} { - 4}&amp;2 \\\\ 4&amp;3 \\end{array}} \\right],\\] the eigen vector is A. \\[\\left[ {\\begin{array}{*{20}{c}} 3 \\\\ 2 \\end{array}} \\right]\\] B. \\[\\left[ {\\begin{array}{*{20}{c}} 4 \\\\ 3 \\end{array}} \\right]\\] C. \\[\\left[ {\\begin{array}{*{20}{c}} 2 \\\\ { - 1} \\end{array}} \\right]\\] D. \\[\\left[ {\\begin{array}{*{20}{c}} { - 1} \\\\ 2 \\end{array}} \\right]\\]<\/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:\/\/exam.pscnotes.com\/mcq\/given-the-matrix-left-beginarray20c-42-43-endarray-right-the-eigen-vector-is-a-left-beginarray20c-3-2-endarray-right-b\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Given the matrix \\[\\left[ {\\begin{array}{*{20}{c}} { - 4}&amp;2 \\\\ 4&amp;3 \\end{array}} \\right],\\] the eigen vector is A. \\[\\left[ {\\begin{array}{*{20}{c}} 3 \\\\ 2 \\end{array}} \\right]\\] B. \\[\\left[ {\\begin{array}{*{20}{c}} 4 \\\\ 3 \\end{array}} \\right]\\] C. \\[\\left[ {\\begin{array}{*{20}{c}} 2 \\\\ { - 1} \\end{array}} \\right]\\] D. \\[\\left[ {\\begin{array}{*{20}{c}} { - 1} \\\\ 2 \\end{array}} \\right]\\]\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;[left[ {begin{array}{*{20}{c}} 3 \\ 2 end{array}} right]]&#8221; 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