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: 31

Answer

We explain why $\overline {PQ} $ is perpendicular to the tangent to the ellipse at $Q$ is a consequence of the method of Lagrange multipliers.

Work Step by Step

Let the coordinates of $P$ and $Q$ be $P = \left( {{x_P},{y_P}} \right)$ and $Q = \left( {x,y} \right)$, respectively. Let $d$ be the distance from $P$ to $Q$. So, $d = ||\overline {PQ} || = \sqrt {{{\left( {x - {x_P}} \right)}^2} + {{\left( {y - {y_P}} \right)}^2}} $ ${\left( {x - {x_P}} \right)^2} + {\left( {y - {y_P}} \right)^2} = {d^2}$ Notice that this is the equation of a circle of radius $d$ centered at $P$. Suppose the equation of an ellipse is given by $g\left( {x,y} \right) = 0$. If we write $f\left( {x,y} \right) = {\left( {x - {x_P}} \right)^2} + {\left( {y - {y_P}} \right)^2}$, then the circles centered at $P$ are level curves of the function $f$. At the level curve $f\left( {x,y} \right) = {d^2}$ the circle touches the ellipse at $Q$ as is shown in Figure 17. Thus, finding the minimum distance $d$ is the same as minimizing the function $f$ on the ellipse $g\left( {x,y} \right) = 0$. According to the method of Lagrange multipliers, $\nabla f = \lambda \nabla g$ Since $\lambda$ is a scalar, this implies that $\nabla f$ is parallel to $\nabla g$. But the gradient $\nabla g$ is perpendicular to the tangent to the ellipse at $Q$. Thus, it follows that $\nabla f$ is also perpendicular to the tangent to the ellipse at $Q$. Since $\nabla f$ is perpendicular to the tangent to the circle at $Q$, so $\nabla f$ is parallel to $\overline {PQ} $. Thus, we conclude that $\overline {PQ} $ is also perpendicular to the tangent to the ellipse at $Q$. Therefore, this conclusion is a consequence of the method of Lagrange multipliers.
Update this answer!

You can help us out by revising, improving and updating this answer.

Update this answer

After you claim an answer you’ll have 24 hours to send in a draft. An editor will review the submission and either publish your submission or provide feedback.