Math Problem Statement
Solution
We are given two functions:
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The Cobb-Douglas Production function: where represents units of labor, and represents units of capital.
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The cost function:
The goal is to produce 16,000 units of output and find the allocation of labor and capital that minimizes the cost. To solve this, we will need to use a system of equations, incorporating both the production constraint and the cost minimization approach.
Step 1: Express the production constraint
We are given that the production target is 16,000 units: Divide both sides by 23: Square both sides to eliminate the square roots: This is the first equation:
Step 2: Cost Minimization via Lagrange Multiplier
To minimize the cost, we use the Lagrange multiplier method. Let the Lagrangian be: We now compute the partial derivatives and set them equal to zero.
Partial derivatives:
By simplifying and solving this system of equations, we can find optimal values for and .
Step 3: Solve for and
From the two equations involving , we derive a relationship between and .
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Math Problem Analysis
Mathematical Concepts
Cobb-Douglas Production Function
Cost Minimization
Lagrange Multipliers
Optimization
Formulas
P(L, K) = 23L^0.5K^0.5
C(L, K) = 300L + 200K
Lagrange multiplier method for cost minimization
Theorems
Cobb-Douglas production theory
Lagrange multiplier method
Suitable Grade Level
Undergraduate/Graduate level (Economics, Operations Research)
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