{"id":20176,"date":"2024-04-15T05:49:23","date_gmt":"2024-04-15T05:49:23","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=20176"},"modified":"2024-04-15T05:49:23","modified_gmt":"2024-04-15T05:49:23","slug":"given-a-function-fx-y-4x2-6y2-8x-4y-8-the-optimal-value-of-fx-y-a-is-a-minimum-equal-to-frac103-b-is-a-maximum-equal-to-frac103-c-is-a-minimum-equal-to","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/given-a-function-fx-y-4x2-6y2-8x-4y-8-the-optimal-value-of-fx-y-a-is-a-minimum-equal-to-frac103-b-is-a-maximum-equal-to-frac103-c-is-a-minimum-equal-to\/","title":{"rendered":"Given a function f(x, y) = 4&#215;2 + 6y2 &#8211; 8x &#8211; 4y + 8. The optimal value of f(x, y) A. is a minimum equal to \\[\\frac{{10}}{3}\\] B. is a maximum equal to \\[\\frac{{10}}{3}\\] C. is a minimum equal to \\[\\frac{8}{3}\\] D. is a maximum equal to \\[\\frac{8}{3}\\]"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;is a minimum equal to \\[\\frac{{10}}{3}\\]&#8221; option2=&#8221;is a maximum equal to \\[\\frac{{10}}{3}\\]&#8221; option3=&#8221;is a minimum equal to \\[\\frac{8}{3}\\]&#8221; option4=&#8221;is a maximum equal to \\[\\frac{8}{3}\\]&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is: A. is a minimum equal to $\\frac{{10}}{3}$.<\/p>\n<p>To find the optimal value of a function, we can use the method of Lagrange multipliers. The Lagrange function for this problem is:<\/p>\n<p>$$L(x, y, \\lambda) = 4x^2 + 6y^2 &#8211; 8x &#8211; 4y + 8 + \\lambda(4x &#8211; 8y)$$<\/p>\n<p>Setting the partial derivatives of $L$ with respect to $x$, $y$, and $\\lambda$ equal to zero, we get the system of equations:<\/p>\n<p>$$\\begin{align<em>}<br \/>\n8x &#8211; 8\\lambda &amp;= 0 \\<br \/>\n6y &#8211; 8\\lambda &amp;= 0 \\<br \/>\n4x &#8211; 8y &amp;= 0<br \/>\n\\end{align<\/em>}$$<\/p>\n<p>Solving this system of equations, we get the critical points $(x, y) = \\left(\\frac{1}{2}, \\frac{1}{3}\\right)$.<\/p>\n<p>To evaluate the function $f$ at the critical point, we get:<\/p>\n<p>$$f\\left(\\frac{1}{2}, \\frac{1}{3}\\right) = \\frac{{10}}{3}$$<\/p>\n<p>Since the critical point is a minimum, we know that the optimal value of $f$ is $\\frac{{10}}{3}$.<\/p>\n<p>Here is a brief explanation of each option:<\/p>\n<ul>\n<li>Option A: The optimal value of $f(x, y)$ is a minimum equal to $\\frac{{10}}{3}$. This is correct, as shown above.<\/li>\n<li>Option B: The optimal value of $f(x, y)$ is a maximum equal to $\\frac{{10}}{3}$. This is incorrect, as the optimal value is a minimum.<\/li>\n<li>Option C: The optimal value of $f(x, y)$ is a minimum equal to $\\frac{8}{3}$. This is incorrect, as the optimal value is $\\frac{{10}}{3}$.<\/li>\n<li>Option D: The optimal value of $f(x, y)$ is a maximum equal to $\\frac{8}{3}$. This is incorrect, as the optimal value is a minimum.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;is a minimum equal to \\[\\frac{{10}}{3}\\]&#8221; option2=&#8221;is a maximum equal to \\[\\frac{{10}}{3}\\]&#8221; option3=&#8221;is a minimum equal to \\[\\frac{8}{3}\\]&#8221; option4=&#8221;is a maximum equal to \\[\\frac{8}{3}\\]&#8221; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[690],"tags":[],"class_list":["post-20176","post","type-post","status-publish","format-standard","hentry","category-calculus","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 a function f(x, y) = 4x2 + 6y2 - 8x - 4y + 8. The optimal value of f(x, y) A. is a minimum equal to \\[\\frac{{10}}{3}\\] B. is a maximum equal to \\[\\frac{{10}}{3}\\] C. is a minimum equal to \\[\\frac{8}{3}\\] D. is a maximum equal to \\[\\frac{8}{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\/given-a-function-fx-y-4x2-6y2-8x-4y-8-the-optimal-value-of-fx-y-a-is-a-minimum-equal-to-frac103-b-is-a-maximum-equal-to-frac103-c-is-a-minimum-equal-to\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Given a function f(x, y) = 4x2 + 6y2 - 8x - 4y + 8. 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The optimal value of f(x, y) A. is a minimum equal to \\[\\frac{{10}}{3}\\] B. is a maximum equal to \\[\\frac{{10}}{3}\\] C. is a minimum equal to \\[\\frac{8}{3}\\] D. is a maximum equal to \\[\\frac{8}{3}\\]","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/exam.pscnotes.com\/mcq\/given-a-function-fx-y-4x2-6y2-8x-4y-8-the-optimal-value-of-fx-y-a-is-a-minimum-equal-to-frac103-b-is-a-maximum-equal-to-frac103-c-is-a-minimum-equal-to\/","og_locale":"en_US","og_type":"article","og_title":"Given a function f(x, y) = 4x2 + 6y2 - 8x - 4y + 8. 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