Math Problem Statement
The Thneedville Thneed Group (TTG) produces high-quality "thneeds" for those that need "thneeds". The TTG output function is T=30K^(0.4)L^(0.7) , where K and L are their annual capital and labor inputs, respectively, and T is TTG's annual output, measured in 100s of "thneeds". The prices per unit of capital and labor are (p_K)=$2000) and (p_L)=$4000 , respectively. The minimum cost of producing 15,000 thneeds, is achieved when TTG uses K*≈?units of capital and L*≈? units of labor. Solve
Solution
This problem involves a production function , and we are tasked with minimizing the cost of producing 15,000 thneeds. To achieve this, we need to use cost minimization under a production constraint, a typical optimization problem in economics.
Step 1: Define the problem
- Production function:
- Cost function:
- Output constraint:
Step 2: Use the Lagrangian method
The Lagrangian is defined as: where is the Lagrange multiplier.
Step 3: Solve the system of equations
Take partial derivatives of with respect to and , and set them to zero:
-
Partial with respect to : Simplify:
-
Partial with respect to : Simplify:
-
Partial with respect to : Simplify:
Step 4: Equate from Eq. 1 and Eq. 2
Cross-multiply: Simplify the coefficients: Divide through by : Simplify:
Step 5: Substitute into Eq. 3
From Eq. 3: Simplify: Divide through by 30: Approximate (using a calculator or numerical methods): Thus: Solve for : Take both sides to the power of :
Step 6: Solve for
Using from Eq. 4:
Final Results:
- (units of capital)
- (units of labor)
Let me know if you’d like more details or clarifications!
Follow-up Questions:
- How is the Lagrangian method used in constrained optimization?
- What is the economic intuition behind ?
- How do changes in and affect the optimal values of and ?
- Why does the Cobb-Douglas function ensure diminishing marginal returns?
- Can you explain how the elasticity of output relates to capital and labor shares?
Tip:
When solving cost-minimization problems with Cobb-Douglas functions, equate the marginal product per dollar spent across all inputs to find optimal input proportions!
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Math Problem Analysis
Mathematical Concepts
Constrained Optimization
Lagrangian Method
Cobb-Douglas Production Function
Cost Minimization
Formulas
Production function: T = 30K^(0.4)L^(0.7)
Cost function: C = p_K * K + p_L * L
Lagrangian: 𝓛 = C + λ(Production constraint)
Theorems
Lagrange Multiplier Method
Suitable Grade Level
Undergraduate (Economics/Mathematics)
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