87
$\begingroup$
  1. The volume of an $n$-dimensional ball of radius $1$ is given by the classical formula $$V_n=\frac{\pi^{n/2}}{\Gamma(n/2+1)}.$$ For small values of $n$, we have $$V_1=2\qquad$$ $$V_2\approx 3.14$$ $$V_3\approx 4.18$$ $$V_4\approx 4.93$$ $$V_5\approx 5.26$$ $$V_6\approx 5.16$$ $$V_7\approx 4.72$$ It is not difficult to prove that $V_n$ assumes its maximal value when $n=5$.

    Question. Is there any non-analytic (i.e. geometric, probabilistic, combinatorial...) demonstration of this fact? What is so special about $n=5$?

  2. I also have a similar question concerning the $n$-dimensional volume $S_n$ ("surface area") of a unit $n$-sphere. Why is the maximum of $S_n$ attained at $n=7$ from a geometric point of view?

note: the question has also been asked on MathOverflow for those curious to other answers.

$\endgroup$
10
  • 32
    $\begingroup$ Are the volumes really comparable? "Physically", they have different units. What does it mean to say that the area of a disk is less than the volume of a ball? Perhaps there is a way to make this meaningful; I'd wager that would be a prerequisite to having a satisfactory answer to this question. $\endgroup$
    – user856
    Commented Dec 27, 2010 at 17:50
  • 29
    $\begingroup$ Well, for an $n$-dimensional ball of radius $R$ we can consider the ratio $$\frac{V_n(R)}{R^n}.$$ This is a "dimensionless" quantity. $\endgroup$ Commented Dec 27, 2010 at 18:00
  • 7
    $\begingroup$ @George: I don't know that Andrey was suggesting that $V_n/R^n$ was particularly special -- just that it was one way to address Rahul's comment. $\endgroup$
    – cch
    Commented Dec 28, 2010 at 7:01
  • 3
    $\begingroup$ A useless answer would be that the maximum occurs for $V_5$ because $\pi$ is, what it is. It would be great to see a more explicit geometric connection than this though! $\endgroup$
    – user1709
    Commented Dec 28, 2010 at 18:18
  • 3
    $\begingroup$ A less useless answer is: the paper linked at the end of this comment discusses monotonicity of hyperspherical areas and volumes, and tries to characterize where the max occurs. So, as per their argument, $V_5$ is a max may be viewed as a consequence of of radius $r=1$. Link: springerlink.com/content/g41072362835r517 $\endgroup$
    – user1709
    Commented Dec 28, 2010 at 19:16

4 Answers 4

35
$\begingroup$

If you compare the volume of the sphere to that of its enclosing hyper-cube you will find that this ratio continually diminishes. The enclosing hyper-cube is 2 units in length per side if $R=1$. Then we have:

$$V_1/2=1\qquad$$ $$V_2/4\approx 0.785$$ $$V_3/8\approx 0.5225$$ $$V_4/16\approx 0.308$$ $$V_5/32\approx 0.164$$

The reason for this behavior is how we build hyper-spheres from low dimension to high dimensions. Think for example extending $S_1$ to $S_2$. We begin with a segment extending from $-1$ to $+1$ on the $x$ axis. We build a 2 sphere by sweeping this sphere out along the $y$ axis using the scaling factor $\sqrt{1-y^2}$. Compare this to the process of sweeping out the respective cube where the scale factor is $1$. So now we only occupy approximately $3/4$ of the enclosing cube (i.e. square for $n=2$). Likewise for $n=3$, we sweep the circle along the $z$ axis using the scaling factor, loosing even more volume compared to the cylinder if we had not scaled the circle as it was swept. So as we extend $S_{n-1}$ to get $S_n$ we start with the diminished volume we have and loose even more as we sweep out into the $n^{th}$ dimension.

It would be easier to explain with figures, however hopefully you can work through how this works for lower dimensions and extend to higher ones.

$\endgroup$
2
  • 8
    $\begingroup$ +1 This is the real intuitively relevant function, and here there is no curiosity or paradox. $\endgroup$
    – leonbloy
    Commented Jan 31, 2011 at 16:33
  • 1
    $\begingroup$ To build on this great visualization, the simplex is obtained by sweeping with a "linear" scaling factor $1 - y$ or $1-z$. The volume of the simplex also goes to zero, but it falls off slightly faster than the volume of the sphere (1/n! in dimension n vs. exp(n)/n! for the sphere), since going from 1 to 0 happens faster for $1-y$ than $\sqrt{1-y^2}$. $\endgroup$ Commented Jul 26, 2018 at 22:59
12
$\begingroup$

At some point, the factorial must overtake the power function. This happens at five dimensions for the sphere, and seven for the surface. The actual race that is involved is between an alternation of $2$ and $\pi$, against $n/2$. At $n=5$, $\frac{5}{2}>2$, but $\frac{6}{2}<\pi$.

That means that five dimensions is the last dimension that the sphere's volume stops increasing relative to the prism-product of the radius.

After 19 dimensions, the surface of the sphere is less than the prism-product of the radius.

$\endgroup$
2
  • 1
    $\begingroup$ What does "prism-product" mean? $\endgroup$
    – LSpice
    Commented May 12, 2022 at 4:56
  • 1
    $\begingroup$ There are five different ways to multiply solids in the various dimensions, prism product is one of them. See eg os2fan2.com/gloss/polytope.pdf . $\endgroup$ Commented May 13, 2022 at 7:20
12
$\begingroup$

(n+1)- ball as sum of layered n-balls

The following view may help to gain some intuition:

An (n+1)-ball as a sum of many stacked slices. The slices are n-balls with radius $r(x)=\sqrt{1-x^2}$ and thickness $dx$. The 'volume' is $V_n r^n dx$:

$$\begin{array}{rcl} V_{n+1} &=& \int_{-1}^1 V_n r(x)^n dx \\ &=& V_{n} \int_{-1}^1 \left(\sqrt{1-x^2}\right)^{n} dx \\ &=& V_n \int_{0}^1 t^{-\frac{1}{2}}\left(1-t\right)^\frac{n}{2} dt \\ &=& V_n B\left(\frac{1}{2},\frac{n+2}{2}\right) \end{array}$$

The image below is an example for 3-dimensions. The inside of the sphere can be seen as being composed of layers of circular disks.

$\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad$n+1 ball as sum of n-balls

Decreasing size of integrand

Comparison with cylinders and extrusion: We could see this summation as a sort of extrusion but with a decreasing radius. If, instead, the radius is kept the same then we would extrude a cylinder and the volume (=surface times height) gets multiplied by two.

But instead of the cylinder, the radius scales like $\sqrt{1-x^2}$ and the volume will be multiplied with a factor that is less than 2. How much exactly is determined by the integral $\int_{-1}^1 (\sqrt{1-x^2})^{n-1} dx$ which is the area under the curves as shown in the below image:

$\quad\quad\quad$integrand

The integrand term $(\sqrt{1-x^2})^{n-1}$ will decrease for higher $n$ and the multiplication factor of the volume when making the (n+1)-ball out of n-balls is decreasing.

$\quad\quad\quad\quad\quad\quad\quad\quad$decrease of V_n+1 over V_n

Peak at $n=5$

Now we can see how and why the peak at $n=5$ occurs.

The size of the n-sphere is made dimensionless by comparing with the size of a hyper-cube of size $r$ which has volume $r^n$.

  • The volume of the n+1 hypercube is a multiple of the volume of the n hypercube by a constant factor $$V_{(n+1)-cube} = V_{n-cube} \times r$$
  • The volume of the n+1 hypersphere is a multipe of the volume of the n hypersphere by a decreasing factor $$V_{(n+1)-sphere} = V_{n-sphere} \times r B\left( \frac{1}{2}, \frac{n+2}{2} \right)$$

The relative growth of the hypersphere in comparison to the relative growth of the hypercube is continuously decreasing. But, initially this sphere might be considered as having a higher 'growth factor' (which starts at 2 for $n=0$) in comparison to the hyper cube (which has a constant 1).

As others have noted the choice of a hyper cube of size $r^n$ is artificial and the peak is a virtual effect. One could also compare, for instance, with a hypercube of size $(2r)^n$. This cube doesn't grow with rate $r$ but with rate $2r$. In this case the sphere does not initially grow faster and there is no peak.

What then, is special?

We could say that the sphere is special in the fact that, no matter with what hyper-cube you are comparing it to, eventually it's size will be smaller for sufficiently large $n$ (if it wasn't already at the start). The multiplication factor of the sphere is a decreasing factor, and the multiplication factor of a hyper-cube is constant. So maybe, the fact that the peak occurs at $n=5$ is not so special (it is an arbitrary point), but the fact that there is a peak might be considered special.

$\endgroup$
5
$\begingroup$

The Gamma function has a minimum close to $5/2 +1$ for positive reals, and for your "dimensionless quantity" it's all that matters.

$\endgroup$
2
  • 8
    $\begingroup$ Yes, this is an analytic argument I referred to implicitly. I'd like to know if there is any geometry behind that. $\endgroup$ Commented Dec 27, 2010 at 18:32
  • $\begingroup$ You mean $5/2-1$ I guess. $\endgroup$ Commented May 17, 2013 at 7:13

You must log in to answer this question.

Not the answer you're looking for? Browse other questions tagged .