Optimization - Lagrange multipliers : minimum cost/maximum production

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SUMMARY

The discussion focuses on optimizing production and minimizing costs using Lagrange multipliers in the context of a production function defined as $Q=25\cdot K^{1/3}\cdot L^{2/3}$. Participants analyze two scenarios: minimizing costs for a production target of 600 units and maximizing production with a budget of 450 euros. The correct cost function is identified as $C(K,L)=3K+6L$, and the application of Lagrange multipliers is confirmed as a valid method for both scenarios. The financial interpretation of the Lagrange multiplier is discussed, indicating its role in understanding cost changes relative to production constraints.

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  • Understanding of Lagrange multipliers in optimization
  • Familiarity with production functions and their mathematical representation
  • Knowledge of cost functions and their formulation
  • Basic principles of economics related to input costs and production maximization
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  • Study the application of Lagrange multipliers in constrained optimization problems
  • Explore the derivation and implications of production functions in economics
  • Learn how to formulate and analyze cost functions in production scenarios
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Economists, operations researchers, and students in quantitative fields seeking to optimize production processes and minimize costs using mathematical techniques.

mathmari
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Hey! :giggle:

Business operates on the basis of the production function $Q=25\cdot K^{1/3}\cdot L^{2/3}$ (where $L$ = units of work and $K$ = units of capital).

If the prices of inputs $K$ and $L$ are respectively $3$ euros and $6$ euros per unit, then find :

a) the optimal combination of inputs that the company must occupy to minimize its costs, producing $Q = 600$ production units. What is the minimum production cost?

b) the optimal combination of inputs that the company must occupy to maximize production, if the amount of money available for the purchase of inputs is $450$ euros. What is the maximum possible level of production?
I have done the following:

a) We consider the function $f(K,L)=600\cdot 25\cdot K^{1/3}\cdot L^{2/3}$. Do we apply now Lagrange multipliers?

b) We consider the cost function $C(K,L)=K+L$. Do we apply now Lagrange multipliers? But for which function?

:unsure:
 
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mathmari said:
a) We consider the function $f(K,L)=600\cdot 25\cdot K^{1/3}\cdot L^{2/3}$. Do we apply now Lagrange multipliers?

Hey mathmari!

How did you get $f(K,L)$? (Wondering)

It seems to me that we need to minimize the total price $3K+6L$ under the constraint $Q=25\cdot K^{1/3}\cdot L^{2/3}=600$.
We can do that with Lagrange multipliers, but we can also simply solve the constraint for $K$ and substitute that in the price function. 🤔

mathmari said:
b) We consider the cost function $C(K,L)=K+L$. Do we apply now Lagrange multipliers? But for which function?
The units don't match. $K$ is in units of capital, and $L$ is in units of work. They are not compatible for summation, and we won't get a cost. (Worried)
Instead I believe we should have $C(K,L)=3K+6L$.
We want to maximize production, which is $Q(K,L)=25\cdot K^{1/3}\cdot L^{2/3}$, under the constraint $C(K,L)=3K+6L=450$.
Again we can do it either with Lagrange multipliers or we can solve the constraint for 1 variable and substitute it in the function we want to maximize. 🤔
 
Ok! I will try that using Lagrange multipliers!
What is the financial interpretation of the Lagrange multiplier in this case? :unsure:
 
mathmari said:
Ok! I will try that using Lagrange multipliers!
What is the financial interpretation of the Lagrange multiplier in this case?
For (a) it is the rate of change of the minimum cost as the production quantity constraint changes. 🤔
 
Last edited:

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