{"id":20031,"date":"2024-04-15T05:47:26","date_gmt":"2024-04-15T05:47:26","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=20031"},"modified":"2024-04-15T05:47:26","modified_gmt":"2024-04-15T05:47:26","slug":"the-minimum-eigen-value-of-the-following-matrix-is-left-beginarray20c-352-5127-275-endarray-right-a-0-b-1-c-2-d-3","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/the-minimum-eigen-value-of-the-following-matrix-is-left-beginarray20c-352-5127-275-endarray-right-a-0-b-1-c-2-d-3\/","title":{"rendered":"The minimum eigen value of the following matrix is \\[\\left[ {\\begin{array}{*{20}{c}} 3&#038;5&#038;2 \\\\ 5&#038;{12}&#038;7 \\\\ 2&#038;7&#038;5 \\end{array}} \\right]\\] A. 0 B. 1 C. 2 D. 3"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;0&#8243; option2=&#8221;1&#8243; option3=&#8221;2&#8243; option4=&#8221;3&#8243; correct=&#8221;option3&#8243;]<!--more--><\/p>\n<p>The minimum eigenvalue of the matrix $A$ is $\\lambda_1 = -2.5$.<\/p>\n<p>To find the eigenvalues of a matrix, we can use the following formula:<\/p>\n<p>$$\\lambda_i = \\frac{1}{|A &#8211; \\lambda_i I|}$$<\/p>\n<p>where $I$ is the identity matrix and $|A|$ is the determinant of $A$.<\/p>\n<p>In this case, we have:<\/p>\n<p>$$|A &#8211; \\lambda_i I| = \\begin{vmatrix} 3 &#8211; \\lambda_i &amp; 5 &amp; 2 \\ 5 &amp; 12 &#8211; \\lambda_i &amp; 7 \\ 2 &amp; 7 &amp; 5 &#8211; \\lambda_i \\end{vmatrix}$$<\/p>\n<p>Expanding the determinant, we get:<\/p>\n<p>$$|A &#8211; \\lambda_i I| = -\\lambda_i^3 + 30 \\lambda_i^2 &#8211; 257 \\lambda_i + 1260$$<\/p>\n<p>We can then use the quadratic formula to solve for the eigenvalues:<\/p>\n<p>$$\\lambda_i = \\frac{-30 \\pm \\sqrt{30^2 &#8211; 4 \\cdot (-1) \\cdot 1260}}{2 \\cdot (-1)}$$<\/p>\n<p>$$\\lambda_i = \\frac{-30 \\pm \\sqrt{12960}}{-2}$$<\/p>\n<p>$$\\lambda_i = \\frac{-30 \\pm 113}{-2}$$<\/p>\n<p>$$\\lambda_i = -2.5 \\pm 56.5$$<\/p>\n<p>Therefore, the minimum eigenvalue of $A$ is $\\lambda_1 = -2.5$.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;0&#8243; option2=&#8221;1&#8243; option3=&#8221;2&#8243; option4=&#8221;3&#8243; 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-20031","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>The minimum eigen value of the following matrix is \\[\\left[ {\\begin{array}{*{20}{c}} 3&amp;5&amp;2 \\\\ 5&amp;{12}&amp;7 \\\\ 2&amp;7&amp;5 \\end{array}} \\right]\\] A. 0 B. 1 C. 2 D. 3<\/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\/the-minimum-eigen-value-of-the-following-matrix-is-left-beginarray20c-352-5127-275-endarray-right-a-0-b-1-c-2-d-3\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The minimum eigen value of the following matrix is \\[\\left[ {\\begin{array}{*{20}{c}} 3&amp;5&amp;2 \\\\ 5&amp;{12}&amp;7 \\\\ 2&amp;7&amp;5 \\end{array}} \\right]\\] A. 0 B. 1 C. 2 D. 3\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;0&#8243; 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