Find Maximum of $3x-2y$ Given $x^2+4y^2=4$

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In summary, the maximum value of $3x-2y$ is 3, which occurs when $x=1$ and $y=0$. To find the maximum value, the method of Lagrange multipliers can be used by setting up a system of equations using the given constraint $x^2+4y^2=4$ and the objective function $3x-2y$. The equation $x^2+4y^2=4$ represents a boundary or limit for the values of $x$ and $y$ that must be satisfied for the maximum value to exist. The maximum value of $3x-2y$ can be negative if the values of $x$ and $y$ do
  • #1
Albert1
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$x,y\in R$ and $x^2+4y^2=4$

please find $max(3x-2y)$
 
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  • #2
My solution:

We are given the objective function:

\(\displaystyle f(x,y)=3x-2y\)

Subject to the constraint:

\(\displaystyle g(x,y)=x^2+4y^2-4=0\)

Using Lagrange multipliers, we obtain:

\(\displaystyle 3=\lambda(2x)\)

\(\displaystyle -2=\lambda(8y)\)

And this implies:

\(\displaystyle x=-6y\)

Substituting into the constraint, we find:

\(\displaystyle y=\pm\frac{1}{\sqrt{10}}\implies x=\mp\frac{6}{\sqrt{10}}\)

We then find:

\(\displaystyle f_{\max}=f\left(\frac{6}{\sqrt{10}},-\frac{1}{\sqrt{10}}\right)=2\sqrt{10}\)
 
  • #3
Using Cauchy-Schwarz inequality:
$40=(3^2+(-1)^2)\times 4=(3^2+(-1)^2)\times (x^2+(2y)^2)$
$\geq (3x-2y)^2$
$\therefore (3x-2y)\leq \sqrt {40}=2\sqrt {10}$
 
  • #4
\(\displaystyle 3x-2y=m\implies y=\frac{3x-m}{2}\)

\(\displaystyle x^2+4y^2=4\Rightarrow10x^2-6mx+m^2-4=0\)

\(\displaystyle \Delta=160-4m^2\)

If \(\displaystyle m>2\sqrt{10}\) \(\displaystyle x\) is not real, hence

\(\displaystyle m=2\sqrt{10}\)
 
  • #5
greg1313 said:
\(\displaystyle 3x-2y=m\implies y=\frac{3x-m}{2}\)

\(\displaystyle x^2+4y^2=4\Rightarrow10x^2-6mx+m^2-4=0\)

\(\displaystyle \Delta=160-4m^2\)

If \(\displaystyle m>2\sqrt{10}\) \(\displaystyle x\) is not real, hence

\(\displaystyle m=2\sqrt{10}\)

Very nicely done! (Yes)
 

FAQ: Find Maximum of $3x-2y$ Given $x^2+4y^2=4$

What is the maximum value of $3x-2y$?

The maximum value of $3x-2y$ is 3, which occurs when $x=1$ and $y=0$.

How do you find the maximum value of $3x-2y$?

To find the maximum value of $3x-2y$, we can use the method of Lagrange multipliers. This involves setting up a system of equations using the given constraint $x^2+4y^2=4$ and the objective function $3x-2y$. Solving this system will give us the values of $x$ and $y$ that correspond to the maximum value of $3x-2y$.

What is the significance of $x^2+4y^2=4$ in finding the maximum value?

The equation $x^2+4y^2=4$ is called a constraint, as it restricts the possible values of $x$ and $y$ that we can use to find the maximum value of $3x-2y$. It represents a boundary or limit that the values of $x$ and $y$ must satisfy in order for the maximum value to exist.

Can the maximum value of $3x-2y$ be negative?

Yes, the maximum value of $3x-2y$ can be negative. This will occur when the values of $x$ and $y$ do not satisfy the constraint $x^2+4y^2=4$, resulting in a negative value for $3x-2y$.

What happens if the constraint $x^2+4y^2=4$ is changed to a different equation?

If the constraint is changed to a different equation, the maximum value of $3x-2y$ will also change. This is because the new constraint will define a different boundary or limit for the values of $x$ and $y$, and the maximum value will occur at a different point. The method of Lagrange multipliers can still be used to find the new maximum value.

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