How to calculate the maximum volume of a conical frustum?

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This is just a question for my research on the ideal cup size to minimize the amount of plastic used.

Assuming that the conical frustum is in a shape of a cup. How do I go about in solving the maximum volume of this cup using calculus to minimize the amount of plastic? I stumbled upon some sort of confusion between integration and optimization, can someone explain to me what would be the best method in approaching this? (And please involve calculus, thanks!)

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Let the upside down cup be a frustum formed from a cone with base radius $b$ and height $h=cb$, where $c$ is a dimensionless constant (the cone's slope). The upper radius is $a<b$.

Then the volume is given by subtracting the volume of two cones, each a third of base area times height, $$V=\frac{\pi}{3}c(b^3-a^3).$$ The surface area is also obtained by subtracting the area of two cones, each equal to $\pi rl$, and adding the top disc (assuming the cup has a wider mouth than base): $$A=\pi (b^2-a^2)\sqrt{1+c^2}+\pi a^2$$

The question asks to minimize $A$ given $V$. Without loss of generality, we can ignore the factor of $\pi$ in the formula for $A$, and take $c(b^3-a^3)=v=3V/\pi$ as the constraint.

Using the method of Lagrange multipliers, let $$f(a,b,c):=\sqrt{1+c^2}(b^2-a^2)+a^2-\lambda c(b^3-a^3)$$ Then differentiating with respect to $a,b,c$, we get $\nabla f=0$, \begin{align} 2\sqrt{1+c^2}a-2a&=3\lambda ca^2\\ 2\sqrt{1+c^2}b&=3\lambda cb^2\\ c(b^2-a^2)&=\lambda\sqrt{1+c^2}(b^3-a^3)\\ c(b^3-a^3)&=v \end{align}

(i) Solving these (with computing help), gives, assuming $a\ne0$, $$a=\sqrt[6]{\frac{44}{63 \sqrt{7}}-\frac{16}{63}} x\approx0.464x,\quad b=\sqrt[6]{\frac{13}{126}+\frac{44}{63 \sqrt{7}}} x\approx0.846x,\quad c=\sqrt{\frac{14+8 \sqrt{7}}{9}}\approx1.977,\quad \lambda= \frac{2^{2/3} \sqrt[3]{2+\sqrt{7}}}{3 x}$$ where $x=v^{1/3}$. The height of the cup is $c(b-a)\approx0.755x$.

The volume is then $\frac{\pi v}{3}=V$ while the surface area is $$A=\sqrt[3]{\frac{2+\sqrt{7}}{2}} \pi x^2\approx4.16x^2\approx4.03V^{2/3}$$

(ii) The alternative is $a=0$, for which the cup becomes an open cone. Then $$V=\frac{\pi}{3}cb^3,\qquad A=\pi b^2\sqrt{1+c^2}$$ A straightforward minimization of $A$ keeping $V$ fixed, gives $$0=\frac{dA}{db}=\frac{d}{db}\pi b^2\sqrt{1+v^2/b^6}\iff b=\left(\frac{3}{\pi\sqrt2}\right)^{1/3}V^{1/3}$$ $$A=\pi b^2\sqrt{1+c^2}=3^{7/6}\left(\frac{\pi}{2}\right)^{1/3}V^{2/3}\approx4.188V^{2/3}$$

So it is option (i) that minimizes the area.

The shape looks like this:

enter image description here