Questions: EXAMPLE 2 Find the extreme values of the function f(x, y)=2 x^2+5 y^2 on the circle x^2+y^2=1.
SOLUTION We are asked for extreme values of f subject to the constraint g(x, y)=x^2+y^2=1. Using Lagrange multipliers, we solve the equations ∇f=λ ∇g and g(x, y)=1, which can be written as
fx=λ gx fy=λ gy g(x, y)=1
or as
(1)
(2) =2 y λ
(3) x^2+y^2=1.
From (1) we have x= or λ=2. If x= , then (3) gives y= ± 1. If λ=2, then y= from (2), so then (3) gives x= ± 1. Therefore f has possible extreme values at the points (0,1),(0,-1),(1,0), and (-1,0). Evaluating f at these four points, we find that
f(0,1) =
f(0,-1) =5
f(1,0) =
f(-1,0) =2
Therefore the maximum value of f on the circle x^2+y^2=1 is
f(0, ± 1)=
f( ± 1,0)=
Transcript text: EXAMPLE 2 Find the extreme values of the function $f(x, y)=2 x^{2}+5 y^{2}$ on the circle $x^{2}+y^{2}=1$.
SOLUTION We are asked for extreme values of $f$ subject to the constraint $g(x, y)=x^{2}+y^{2}=1$. Using Lagrange multipliers, we solve the equations $\nabla f=\lambda \nabla g$ and $g(x, y)=1$, which can be written as
\[
f_{x}=\lambda g_{x} \quad f_{y}=\lambda g_{y} \quad g(x, y)=1
\]
or as
(1) $\square$
(2) $\square$ $=2 y \lambda$
(3) $x^{2}+y^{2}=1$.
From (1) we have $x=$ $\square$ or $\lambda=2$. If
$x=$ $\square$ , then (3) gives $y= \pm 1$. If $\lambda=2$, then $y=$ $\qquad$ from (2), so then (3) gives $x= \pm 1$. Therefore $f$ has possible extreme values at the points $(0,1),(0,-1),(1,0)$, and $(-1,0)$. Evaluating $f$ at these four points, we find that
\[
\begin{aligned}
f(0,1) & =\square \\
f(0,-1) & =5 \\
f(1,0) & =\square \\
f(-1,0) & =2
\end{aligned}
\]
Therefore the maximum value of $f$ on the circle $x^{2}+y^{2}=1$ is
\[
\begin{array}{l}
f(0, \pm 1)=\square \\
f( \pm 1,0)=\square
\end{array}
\]
Solution
Solution Steps
Step 1: Setting up the Lagrange Multiplier equations
We want to find the extreme values of f(x,y) = 2x² + 5y² subject to the constraint g(x,y) = x² + y² = 1. We set up the Lagrange multiplier equations:
fx = λgx => 4x = 2λx
fy = λgy => 10y = 2λy
g(x,y) = 1 => x² + y² = 1
Step 2: Solving for x and y
From 4x = 2λx, either x = 0 or λ = 2.
Case 1: x = 0. Substituting into x² + y² = 1 gives y² = 1, so y = ±1. This gives the points (0,1) and (0,-1).
Case 2: λ = 2. Substituting into 10y = 2λy gives 10y = 4y, which means y = 0. Substituting into x² + y² = 1 gives x² = 1, so x = ±1. This gives the points (1,0) and (-1,0).
Step 3: Evaluating f(x,y) at the critical points
f(0,1) = 2(0)² + 5(1)² = 5
f(0,-1) = 2(0)² + 5(-1)² = 5
f(1,0) = 2(1)² + 5(0)² = 2
f(-1,0) = 2(-1)² + 5(0)² = 2
Final Answer:
The maximum value is 5 at the points (0,1) and (0,-1). The minimum value is 2 at the points (1,0) and (-1,0).