Solve Box Cost Minimization w/ Lagrange Multipliers

In summary: Hence, in summary, using the Lagrange multiplier method, the dimensions of the box which will minimize the total cost of manufacturing are $1\times 3\times 2$ feet, and the minimum cost is $18$ dollars.
  • #1
MarkFL
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Here is the question:

Please help!? lagrange multiplier method?


Find the dimensions of the box which will minimize the TOTAL COST of manufacturing the following open top box of volume 6ft^3?

Solve by the lagrange multiplier method!
Bottom panel costs $3/ft^2
side panel cost $.50/ft^2
Front and back panels cost $1/ft^2

I have posted a link there to this topic so the OP can view my work.
 
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  • #2
Hello acacia,

I would orient the box such that the width is $x$, the height is $y$ and the length is $z$. Hence, the bottom panel has area $xz$, the side panels have a total area of $2yz$ and the front and back panels have a combined area of $2xy$.

Let all linear measures be given in feet.

Thus, our objective function, the function we wish to minimize is the cost function in dollars, which is given by:

\(\displaystyle C(x,y,z)=3xz+yz+2xy\)

Subject to the constraint on the volume:

\(\displaystyle g(x,y,z)=xyz-6=0\)

Using Lagrange multipliers, we obtain:

\(\displaystyle 3z+2y=\lambda(yz)\)

\(\displaystyle z+2x=\lambda(xz)\)

\(\displaystyle 3x+y=\lambda(xy)\)

Solving for $\lambda$, the first two equations imply:

\(\displaystyle \frac{2y+3z}{yz}=\frac{2x+z}{xz}\)

Cross-multiplying, we obtain:

\(\displaystyle 2xyz+3xz^2=2xyz+yz^2\)

\(\displaystyle 3xz^2=yz^2\)

Since the constraint requires \(\displaystyle 0<z\), we may write:

\(\displaystyle 3x=y\)

In like manner the first and third equations above imply:

\(\displaystyle \frac{2y+3z}{yz}=\frac{3x+y}{xy}\)

Cross-multiplying, we obtain:

\(\displaystyle 2xy^2+3xyz=3xyz+y^2z\)

\(\displaystyle 2x=z\)

Substituting for $y$ and $z$ into the constraint, we obtain:

\(\displaystyle x(3x)(2x)=6\)

\(\displaystyle x^3=1\)

\(\displaystyle x=1\implies y=3,\,z=2\)

Observing that:

\(\displaystyle C(1,3,2)=3(1)(2)+(3)(2)+2(1)(3)=18\)

and another constraint value such as $(x,y,z)=(1,2,3)$ yields:

\(\displaystyle C(1,2,3)=3(1)(3)+(2)(3)+2(1)(2)=19\)

We may then conclude:

\(\displaystyle C_{\min}=C(1,3,2)=18\)
 

Related to Solve Box Cost Minimization w/ Lagrange Multipliers

1. What is box cost minimization?

Box cost minimization is a mathematical optimization technique that aims to minimize the cost of producing a box-shaped object while meeting certain constraints. This is often used in manufacturing and production processes to find the most cost-effective way of producing a particular box.

2. What are Lagrange multipliers?

Lagrange multipliers are a mathematical tool used in constrained optimization problems, such as box cost minimization. They help to incorporate constraints into the objective function and find the optimal solution.

3. How do Lagrange multipliers work in box cost minimization?

In box cost minimization, Lagrange multipliers are used to find the optimal values for the dimensions of the box while considering constraints such as material cost and volume. By setting up a system of equations and using the Lagrange multiplier method, the optimal solution can be found.

4. What kind of constraints can be included in box cost minimization?

The constraints in box cost minimization can vary depending on the specific problem, but common constraints include material cost, volume, surface area, and structural stability. These constraints help to ensure that the optimal solution is not only cost-effective but also feasible to produce.

5. Can box cost minimization be applied to other shapes besides boxes?

Yes, the concept of cost minimization with Lagrange multipliers can be applied to other shapes besides boxes. It can be used for any optimization problem with constraints, such as minimizing the cost of producing a cylindrical container or a triangular prism.

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