Math Problem Statement

P(q1,q2)=(70-.05(q1+q2))(q1+q2)-(9.5+.04(q1)^2)-(4+.05(q2)^2) maximize this function

Solution

We are tasked with maximizing the function P(q1,q2)P(q_1, q_2), which can be written as:

P(q1,q2)=(700.05(q1+q2))(q1+q2)(9.5+0.04q12)(4+0.05q22)P(q_1, q_2) = (70 - 0.05(q_1 + q_2))(q_1 + q_2) - \left(9.5 + 0.04q_1^2\right) - \left(4 + 0.05q_2^2\right)

To find the maximum, we need to compute the first-order partial derivatives of PP with respect to q1q_1 and q2q_2, set them equal to zero, and solve the resulting system of equations. We will then check the second-order conditions to ensure we have found a maximum.

Step 1: First-order conditions

  1. Partial derivative with respect to q1q_1:

Pq1=q1[(700.05(q1+q2))(q1+q2)]q1(9.5+0.04q12)\frac{\partial P}{\partial q_1} = \frac{\partial}{\partial q_1}\left[(70 - 0.05(q_1 + q_2))(q_1 + q_2)\right] - \frac{\partial}{\partial q_1}\left(9.5 + 0.04q_1^2\right)

  1. Partial derivative with respect to q2q_2:

Pq2=q2[(700.05(q1+q2))(q1+q2)]q2(4+0.05q22)\frac{\partial P}{\partial q_2} = \frac{\partial}{\partial q_2}\left[(70 - 0.05(q_1 + q_2))(q_1 + q_2)\right] - \frac{\partial}{\partial q_2}\left(4 + 0.05q_2^2\right)

Let me calculate these derivatives and solve for the critical points.The critical point that maximizes the function occurs at:

q1=269.23,q2=215.38q_1 = 269.23, \quad q_2 = 215.38

These values represent the optimal quantities q1q_1 and q2q_2 that maximize the given function P(q1,q2)P(q_1, q_2).

Would you like to explore further details, such as verifying if this point is indeed a maximum using second-order conditions or calculating the maximum value of the function at this point?

Here are 5 related questions to expand on this:

  1. What is the maximum value of P(q1,q2)P(q_1, q_2) at the critical point?
  2. How do second-order conditions confirm whether this is a maximum or minimum?
  3. What happens if you impose constraints on q1q_1 and q2q_2?
  4. Can we analyze the sensitivity of PP with respect to changes in q1q_1 and q2q_2?
  5. What is the economic interpretation of maximizing P(q1,q2)P(q_1, q_2) in this context?

Tip: In optimization problems, it is crucial to verify if the critical points are maxima or minima by checking second-order conditions (i.e., the Hessian matrix).

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Math Problem Analysis

Mathematical Concepts

Multivariable Calculus
Partial Derivatives
Optimization

Formulas

P(q1, q2) = (70 - 0.05(q1 + q2))(q1 + q2) - (9.5 + 0.04q1^2) - (4 + 0.05q2^2)
First-order partial derivatives: ∂P/∂q1 and ∂P/∂q2
Second-order conditions for maximization using the Hessian matrix

Theorems

Critical point theorem (finding maxima or minima using partial derivatives)
Second-order condition for multivariable functions (Hessian matrix)

Suitable Grade Level

Undergraduate Calculus