Optimization - Lagrange multipliers : minimum cost/maximum production

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Discussion Overview

The discussion revolves around the application of Lagrange multipliers to optimize a production function in a business context. Participants explore minimizing costs while producing a specified quantity and maximizing production given a budget constraint. The focus includes both theoretical and practical aspects of optimization in economics.

Discussion Character

  • Exploratory
  • Mathematical reasoning
  • Technical explanation

Main Points Raised

  • Post 1 introduces the production function and poses two optimization problems: minimizing costs for a given production level and maximizing production within a budget.
  • Post 2 questions the formulation of the function $f(K,L)$ and suggests minimizing the total price $3K + 6L$ under the constraint $Q = 600$. It also points out a potential issue with the cost function's units.
  • Post 2 proposes that the correct cost function should be $C(K,L) = 3K + 6L$ and discusses the possibility of using Lagrange multipliers or substitution methods for optimization.
  • Post 3 seeks clarification on the financial interpretation of the Lagrange multiplier in this context.
  • Post 4 provides an interpretation of the Lagrange multiplier as the rate of change of minimum cost with respect to changes in the production quantity constraint.

Areas of Agreement / Disagreement

Participants express differing views on the formulation of the cost function and the application of Lagrange multipliers. There is no consensus on the optimal approach or the interpretation of the Lagrange multiplier.

Contextual Notes

There are unresolved issues regarding the compatibility of units in the cost function and the correct application of Lagrange multipliers. The discussion reflects various assumptions and interpretations that have not been settled.

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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