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)=

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 \[ \begin{array}{l} f(0, \pm 1)=\square \\ f( \pm 1,0)=\square \end{array} \]
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Solution

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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).

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