Constraint optimization without using Calculus

In summary, the problem was to maximize the volume of a cylinder inscribed in a sphere of radius 6. After working through the problem, the equations for the height and radius of the cylinder were derived. The volume of the cylinder was then expressed as a cubic function, indicating that the maximum would occur when x is between 0 and 6. Alternative methods for finding the value of x without calculus were suggested, such as using a graphing calculator, but the most accurate method would be to take the derivative.
  • #1
Dustinsfl
2,281
5
A student in hs I tutor was giving the following problem:

Maximizes the volume of a cylinder inscribe in a sphere of radius 6.

We worked through it and had:
\begin{align}
h &= 2(6 - x)\\
r_{\text{cylinder}}^2 &= x(12 - x)
\end{align}
Now the volume of a right cylinder is \(V = \pi r^2h\) so
\[
V = 2\pi x(12 - x)(6 - x).
\]
Since this is a cubic of the form \(x^3\) and not \(-x^3\), we know that the maximum occurs when \(x\in(0, 6)\).

How are we supposed to find this value of x without Calculus? I ended up taking the derivative to determine it and it was something like \(x = 2.57\).
 
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  • #2
I would take $h$ as the variable rather than $x$. You want to maximise $V = \pi r^2h$ subject to the condition $r^2 + \bigl(\frac h2\bigr)^2 = 6^2$, as you can see from Pythagoras' theorem in the circle formed by a cross-section of the sphere through its centre. So you want to maximise $\pi h\Bigl(36 - \dfrac{h^2}4\Bigr)$. The derivative vanishes when $h = 4\sqrt3$, giving $V = 48\sqrt3\pi$. But I don't see how that could be done without calculus.
 
  • #3
Opalg said:
I would take $h$ as the variable rather than $x$. You want to maximise $V = \pi r^2h$ subject to the condition $r^2 + \bigl(\frac h2\bigr)^2 = 6^2$, as you can see from Pythagoras' theorem in the circle formed by a cross-section of the sphere through its centre. So you want to maximise $\pi h\Bigl(36 - \dfrac{h^2}4\Bigr)$. The derivative vanishes when $h = 4\sqrt3$, giving $V = 48\sqrt3\pi$. But I don't see how that could be done without calculus.

You could always do a plot using a graphing calculator and read off the point of the maximum. It's not an exact method, but it's probably enough if it's to be done without calculus.
 

FAQ: Constraint optimization without using Calculus

What is constraint optimization without using Calculus?

Constraint optimization without using Calculus is a problem-solving method that aims to find the optimal solution for a given problem while considering constraints or limitations. This approach does not involve the use of Calculus, which is a branch of mathematics that deals with finding the minimum or maximum values of a function.

How does constraint optimization without using Calculus differ from traditional optimization methods?

The main difference between constraint optimization without using Calculus and traditional optimization methods is the approach used to find the optimal solution. While traditional methods rely on derivatives and gradients to find the minimum or maximum values of a function, constraint optimization uses other techniques, such as linear programming or algorithms, to solve problems without the use of Calculus.

When is constraint optimization without using Calculus useful?

Constraint optimization without using Calculus is useful in situations where the use of Calculus may not be applicable or may be too complex. This approach is commonly used in fields such as economics, engineering, and computer science, where optimization problems may involve multiple variables and constraints.

What are the advantages of constraint optimization without using Calculus?

One of the main advantages of constraint optimization without using Calculus is its versatility. This approach can be applied to a wide range of problems, including those with non-linear or discontinuous functions, making it a useful tool in many fields. Additionally, it does not require a deep understanding of Calculus, making it more accessible to those without a strong mathematical background.

Are there any limitations to constraint optimization without using Calculus?

While constraint optimization without using Calculus is a valuable problem-solving method, it does have some limitations. It may not always provide the most accurate or precise solution, especially for complex problems. In some cases, the use of Calculus may be necessary to obtain a more precise solution. Additionally, constraint optimization without using Calculus may not be suitable for problems with a large number of variables or constraints.

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