Math Problem Statement

Minimize Q= 5x^2 +3y^3, where x+y=8 (Simplify your answer. Type an exact​ answer, using radicals as needed. Use integers or fractions for any numbers in the​ expression.) what does x and y equal

Solution

To minimize the function Q=5x2+3y3Q = 5x^2 + 3y^3 subject to the constraint x+y=8x + y = 8, we can use the method of Lagrange multipliers.

Step 1: Define the Lagrange function

We introduce a Lagrange multiplier λ\lambda and define the Lagrange function as: L(x,y,λ)=5x2+3y3+λ(x+y8)\mathcal{L}(x, y, \lambda) = 5x^2 + 3y^3 + \lambda (x + y - 8)

Step 2: Take partial derivatives

Next, we take the partial derivatives of L(x,y,λ)\mathcal{L}(x, y, \lambda) with respect to xx, yy, and λ\lambda, and set them equal to zero.

  1. Lx=10x+λ=0\frac{\partial \mathcal{L}}{\partial x} = 10x + \lambda = 0 10x+λ=0λ=10x10x + \lambda = 0 \quad \Rightarrow \quad \lambda = -10x

  2. Ly=9y2+λ=0\frac{\partial \mathcal{L}}{\partial y} = 9y^2 + \lambda = 0 9y2+λ=0λ=9y29y^2 + \lambda = 0 \quad \Rightarrow \quad \lambda = -9y^2

  3. Lλ=x+y8=0\frac{\partial \mathcal{L}}{\partial \lambda} = x + y - 8 = 0 x+y=8x + y = 8

Step 3: Set the Lagrange multipliers equal

Since both expressions for λ\lambda must be equal, we set them equal to each other: 10x=9y210x=9y2-10x = -9y^2 \quad \Rightarrow \quad 10x = 9y^2 Thus, x=9y210x = \frac{9y^2}{10}

Step 4: Substitute into the constraint

Now, substitute x=9y210x = \frac{9y^2}{10} into the constraint x+y=8x + y = 8: 9y210+y=8\frac{9y^2}{10} + y = 8 Multiply the entire equation by 10 to eliminate the denominator: 9y2+10y=809y^2 + 10y = 80 This simplifies to the quadratic equation: 9y2+10y80=09y^2 + 10y - 80 = 0

Step 5: Solve the quadratic equation

We solve the quadratic equation 9y2+10y80=09y^2 + 10y - 80 = 0 using the quadratic formula: y=b±b24ac2ay = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} where a=9a = 9, b=10b = 10, and c=80c = -80.

Substituting these values: y=10±1024(9)(80)2(9)=10±100+288018=10±298018y = \frac{-10 \pm \sqrt{10^2 - 4(9)(-80)}}{2(9)} = \frac{-10 \pm \sqrt{100 + 2880}}{18} = \frac{-10 \pm \sqrt{2980}}{18}

Thus, y=10±298018y = \frac{-10 \pm \sqrt{2980}}{18}

Step 6: Calculate xx

Once you get the values of yy, you can substitute them back into x=9y210x = \frac{9y^2}{10} to find the corresponding values of xx.

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Math Problem Analysis

Mathematical Concepts

Lagrange Multipliers
Quadratic Equations
Optimization

Formulas

Lagrange function: L(x, y, λ) = f(x, y) + λ(g(x, y) - c)
Quadratic formula: y = (-b ± √(b^2 - 4ac)) / 2a

Theorems

Lagrange Multiplier Method
Quadratic Formula

Suitable Grade Level

Undergraduate (Calculus, Multivariable Calculus)