Math Problem Statement

u = xy where (x/2 + y/3 = 1) find the maxima and minima

Solution

To find the maxima and minima of u=xyu = xy, subject to the constraint x2+y3=1\frac{x}{2} + \frac{y}{3} = 1, we use Lagrange multipliers.

Steps:

  1. Define the objective function u(x,y)=xyu(x, y) = xy and the constraint g(x,y)=x2+y31=0g(x, y) = \frac{x}{2} + \frac{y}{3} - 1 = 0.
  2. Set up the Lagrange function: L(x,y,λ)=xy+λ(x2+y31)\mathcal{L}(x, y, \lambda) = xy + \lambda \left( \frac{x}{2} + \frac{y}{3} - 1 \right)
  3. Compute the partial derivatives of L\mathcal{L} and solve the system of equations: Lx=y+λ12=0\frac{\partial \mathcal{L}}{\partial x} = y + \lambda \frac{1}{2} = 0 Ly=x+λ13=0\frac{\partial \mathcal{L}}{\partial y} = x + \lambda \frac{1}{3} = 0 Lλ=x2+y31=0\frac{\partial \mathcal{L}}{\partial \lambda} = \frac{x}{2} + \frac{y}{3} - 1 = 0

Step-by-step solution:

  1. From Lx=0\frac{\partial \mathcal{L}}{\partial x} = 0, we get: y+λ2=0λ=2yy + \frac{\lambda}{2} = 0 \quad \Rightarrow \quad \lambda = -2y

  2. From Ly=0\frac{\partial \mathcal{L}}{\partial y} = 0, we get: x+λ3=0λ=3xx + \frac{\lambda}{3} = 0 \quad \Rightarrow \quad \lambda = -3x

  3. Equate the two expressions for λ\lambda: 2y=3xyx=32y=32x-2y = -3x \quad \Rightarrow \quad \frac{y}{x} = \frac{3}{2} \quad \Rightarrow \quad y = \frac{3}{2}x

  4. Substitute y=32xy = \frac{3}{2}x into the constraint equation: x2+32x3=1\frac{x}{2} + \frac{\frac{3}{2}x}{3} = 1 Simplify: x2+x2=1x=1\frac{x}{2} + \frac{x}{2} = 1 \quad \Rightarrow \quad x = 1

  5. Using x=1x = 1, substitute into y=32xy = \frac{3}{2}x: y=32(1)=32y = \frac{3}{2}(1) = \frac{3}{2}


Results:

  • The point is (x,y)=(1,32)(x, y) = (1, \frac{3}{2}).
  • The value of u=xy=132=32u = xy = 1 \cdot \frac{3}{2} = \frac{3}{2}.
  • Since there is only one critical point and the constraint defines a boundary, this is the maximum value of uu. The minimum is u=0u = 0 when xx or yy is zero (but only on the boundary of the feasible region).

Do you want me to provide a detailed graph or additional explanation?
Here are 5 related questions for further exploration:

  1. Can we solve this problem using substitution instead of Lagrange multipliers?
  2. What happens to uu if the constraint changes to x2+y31\frac{x}{2} + \frac{y}{3} \leq 1?
  3. How does the value of uu change if xx and yy are restricted to integers?
  4. Can we apply Lagrange multipliers to maximize u=x2yu = x^2y under the same constraint?
  5. What geometric insights can we gain from plotting u=xyu = xy and the constraint?

Tip: Always ensure that all critical points satisfy the constraint before determining maxima or minima!

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Math Problem Analysis

Mathematical Concepts

Lagrange Multipliers
Optimization
Constraints in Algebra

Formulas

Lagrange Function: 𝓛(x, y, λ) = xy + λ( x/2 + y/3 - 1 )
Partial Derivatives: ∂𝓛/∂x = 0, ∂𝓛/∂y = 0, ∂𝓛/∂λ = 0
Constraint Equation: x/2 + y/3 = 1

Theorems

Lagrange Multiplier Theorem

Suitable Grade Level

Grades 11-12 and College-Level Calculus