Calculus (3rd Edition)

Published by W. H. Freeman
ISBN 10: 1464125260
ISBN 13: 978-1-46412-526-3

Chapter 15 - Differentiation in Several Variables - 15.8 Lagrange Multipliers: Optimizing with a Constraint - Exercises - Page 832: 23

Answer

The point $\left( {\frac{{48}}{{97}},\frac{{108}}{{97}}} \right)$ on the line $4x+9y=12$ is closest to the origin.

Work Step by Step

We are given the line $4x+9y=12$. Our task is to minimize the distance $d = \sqrt {{x^2} + {y^2}} $ subject to the constraint $g\left( {x,y} \right) = 4x + 9y - 12 = 0$. Since finding the minimum distance $d$ is the same as finding the minimum square of the distance ${d^2}$, our task is to minimize $f\left( {x,y} \right) = {x^2} + {y^2}$ subject to the constraint $g\left( {x,y} \right) = 4x + 9y - 12 = 0$. Step 1. Write out the Lagrange equations Using Theorem 1, the Lagrange condition $\nabla f = \lambda \nabla g$ yields $\left( {2x,2y} \right) = \lambda \left( {4,9} \right)$ So, the Lagrange equations are (1) ${\ \ \ \ }$ $2x = 4\lambda $, ${\ \ \ }$ $2y = 9\lambda $ Step 2. Solve for $\lambda$ in terms of $x$ and $y$ Since $\left( {0,0} \right)$ does not satisfy the constraint, we may assume that $x \ne 0$ and $y \ne 0$. Thus, $\lambda = \frac{1}{2}x = \frac{2}{9}y$. Step 3. Solve for $x$ and $y$ using the constraint From Step 2 we obtain $y = \frac{9}{4}x$. Substituting it in the constraint gives $4x + 9\left( {\frac{9}{4}x} \right) - 12 = 0$ $\frac{{97}}{4}x = 12$ So, $x = \frac{{48}}{{97}}$. Using $y = \frac{9}{4}x$, we obtain the critical point: $\left( {\frac{{48}}{{97}},\frac{{108}}{{97}}} \right)$. This critical point corresponds to the minimum of $f$ subject to the constraint $g\left( {x,y} \right) = 4x + 9y - 12 = 0$. Step 4. Calculate the critical values We evaluate the minimum value $f\left( {\frac{{48}}{{97}},\frac{{108}}{{97}}} \right) = \frac{{144}}{{97}}$ (the minimum square of the distance). Notice that there is no maximum value since there are points on the line that are arbitrarily far from the origin. Hence, the point $\left( {\frac{{48}}{{97}},\frac{{108}}{{97}}} \right)$ on the line $4x+9y=12$ is closest to the origin.
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