Math Problem Statement

Solve three math problems using specific mathematical methods, including maximizing a utility function, determining the property of a homogeneous function, and calculating the rate of change in a Cobb-Douglas production function.

Solution

Let's solve the problems shown in the image step by step.

Problem 1:

We are asked to maximize the utility function U(x,y)=xyU(x, y) = xy subject to the constraint x+y=10x + y = 10 using the Lagrange multiplier method.

The Lagrange function is: L(x,y,λ)=xy+λ(10(x+y))\mathcal{L}(x, y, \lambda) = xy + \lambda (10 - (x + y)) To maximize this, we compute the partial derivatives of L\mathcal{L} with respect to xx, yy, and λ\lambda:

  1. Lx=yλ=0\frac{\partial \mathcal{L}}{\partial x} = y - \lambda = 0 λ=y\Rightarrow \lambda = y
  2. Ly=xλ=0\frac{\partial \mathcal{L}}{\partial y} = x - \lambda = 0 λ=x\Rightarrow \lambda = x
  3. Lλ=10xy=0\frac{\partial \mathcal{L}}{\partial \lambda} = 10 - x - y = 0

From λ=x=y\lambda = x = y, and the constraint x+y=10x + y = 10, we have: x+x=102x=10x=5x + x = 10 \Rightarrow 2x = 10 \Rightarrow x = 5 Thus, x=y=5x = y = 5 and λ=5\lambda = 5.

So the correct choice is: λ=5,x=5,y=5\lambda = 5, x = 5, y = 5 The answer is the third option.


Problem 2:

The function f(x,y)=ax2+by2f(x, y) = ax^2 + by^2 is said to be homogeneous of degree 2. This means that for a scaling factor tt, the following must hold: f(tx,ty)=t2f(x,y)f(tx, ty) = t^2 f(x, y) Hence, the correct answer is the second option: f(tx,ty)=t2f(x,y)f(tx, ty) = t^2 f(x, y)


Problem 3:

We are given a Cobb-Douglas production function Q=4K12L12Q = 4K^{\frac{1}{2}} L^{\frac{1}{2}}, where the inputs KK and LL vary with time tt and interest rate rr, given by: K(t,r)=10t2r,L(t,r)=6t2+250rK(t, r) = \frac{10t^2}{r}, \quad L(t, r) = 6t^2 + 250r We are asked to find the rate of change of QQ with respect to tt when t=10t = 10 and r=0.1r = 0.1.

First, let's substitute the expressions for K(t,r)K(t, r) and L(t,r)L(t, r) into QQ: Q(t,r)=4(10t2r)12(6t2+250r)12Q(t, r) = 4 \left( \frac{10t^2}{r} \right)^{\frac{1}{2}} \left( 6t^2 + 250r \right)^{\frac{1}{2}}

We can now compute the partial derivative of QQ with respect to tt and evaluate it at t=10t = 10 and r=0.1r = 0.1.

Let me perform the necessary calculations.The rate of change of the Cobb-Douglas production function QQ with respect to tt when t=10t = 10 and r=0.1r = 0.1 is 19601960.

Thus, the correct answer for Problem 3 is 19601960, which is not listed among the given options. This suggests that there might be an error in the provided options.


Do you have any questions, or would you like further details?

5 Related Questions:

  1. How does the Lagrange multiplier method work in optimization problems?
  2. Can you explain the concept of homogeneous functions and their properties?
  3. How are Cobb-Douglas production functions used in economics?
  4. What is the importance of partial derivatives in optimization problems?
  5. How does the interest rate affect the Cobb-Douglas production function in this example?

Tip:

When dealing with homogeneous functions, always check if scaling both variables by a factor changes the function by the factor raised to a specific power (degree).

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Math Problem Analysis

Mathematical Concepts

Calculus
Economics
Homogeneous Functions

Formulas

Lagrangian Multiplier: L(x, y, λ) = xy + λ(10 - (x + y))
Homogeneous Function Property: f(tx, ty) = t^k f(x, y)
Cobb-Douglas Production Function: Q = 4K^(1/2)L^(1/2), Partial derivatives

Theorems

Lagrangian Multiplier Method
Homogeneous Function Theory
Cobb-Douglas Production Function Analysis

Suitable Grade Level

University