2. Results
Theorem 1.
- (1)
if , where r is the only solution of the equation on .
- (2)
if , where r is the only solution of the equation on .
The maximum volume is achieved by d-cubes with edges x, y, z such that:
- (1)
, if .
- (2)
, , if .
Proof. Let x, y, z be the edge lengths of d-cubes in the d-dimensional Euclidean space (), where and the total volume . Let k and m be real numbers such that and . In the proof, we use three constraints:
Three
d-cubes can be packed only in two meaningful ways, see
Figure 1a.
Let
be the function of the volume of the packing as shown in
Figure 1b.
Let
be the function of the volume of the packing as shown in
Figure 1.
Let
. Domain of the function
G is bounded by the
and
. It is shown as the triangle
in
Figure 2. The domain is the same for each
.
Our goal is to find the global maximum of G for each dimension () and the edge lengths x, y, z for which it occurs.
If
, then
gives the curve
:
.
is continuous and divides the triangle
, into two regions (see
Figure 2):
Region where holds. Therefore, , and consequently . is continuous on the region .
Region where holds. Therefore, , and consequently . is continuous on the region .
The curve belongs to both regions. The point is used in the proofs several times, .
For the sake of clarity, the rest of the proof is divided into nine claims.
Claim 1.
The global maximum of must occur on the boundary of the region .
Proof:, . The derivatives are never undefined. The equations gives (line segment ). So, has no local extremum inside of the region . The global maximum of must occur on the boundary of the region . ▪
Claim 2.
The global maximum of must occur on the boundary of the region .
Proof: is never undefined. The equation
gives
Assume, for the sake of contradiction, that if
, then Equation (
1) holds inside of the region
. We calculate an upper bound of the right-hand side of Equation (
1) using constraints
,
,
, and
. We maximize the numerator
and minimize the denominator
:
and we get
. If
, then we get a contradiction. Therefore, if
, then
has no local extremum inside of the region
.
Assume, for the sake of contradiction, that if , then inside of the region .
Step 1: From Equation (
1) follows that
We calculate a lower bound of the right-hand side of Equation (
2) using
,
,
, and
. We minimize the numerator
and maximize the denominator
:
For , the right-hand side of inequality is successively greater than . Therefore, m is at least .
is never undefined.
gives
We calculate a lower bound of the right-hand side of Equation (
3) using constraints
,
, and
. We minimize the numerator
and maximize the denominator
:
For , the right-hand side of inequality is successively greater than . Therefore, k is at least 0.
Step 2: We repeat the calculations analogously to step 1:
For , the right-hand side of inequality is successively greater than ; .
For , the right-hand side of inequality is successively greater than ; .
Step 3: We repeat the calculations, for the last time:
For , the right-hand side of inequality is successively greater than ; .
For , the right-hand side of inequality is successively greater than ; .
If and , then and , which implies . This is a contradiction, since on the region holds . Hence, if , then has no local extremum inside of the region .
So, the global maximum of must occur on the boundary of the region . ▪
Claim 3.
The global maximum of does not occur on .
Proof: is a part of a line if . Substituting it into we get . Denote it by , .
If , then . If , then . Therefore, if , then .
Assume, for the sake of contradiction, that if , then at some . From we get . Let denote the right-hand side, is increasing on . For , is successively approximately equal to , thus . We get because is successively approximately equal to . The value of is successively approximately equal to which implies , which is a contradiction, since . Thus, if and , then .
holds for , therefore the global maximum of does not occur on . ▪
Claim 4. The global maximum of must occur on .
Proof: is a part of a line if . Substituting it into we get . Denote it by , .
is never undefined. gives . We denote the polynomial on the left-hand side by . It has one sign change, as the sequence of signs is (or if ). Therefore, according to Descartes’ rule of signs, it has exactly one positive real root.
If , then is positive. Setting in , we see that it is negative. If , then the exponential term dominates and is decreasing. So, if , then is negative. Therefore, if , then the only positive root of is greater than . Since for , then is increasing on . Therefore, the global maximum of occurs at point P, which also belongs to . It implies, together with Claims uid16 and uid20, that the global maximum of must occur on . ▪
Claim 5. The global maximum of G does not occur at points P, B, C.
Proof: for . Therefore the global maximum of does not occur at point B nor C.
The point . If , then the sequence is increasing. . If , then . Hence, if , then .
The point . If , then is successively less than and is successively greater than . Hence, if , then .
Let and . The point . If , then is successively greater than
and
is successively less than
.
Therefore, the global maximum of G does not occur at P. ▪
Claim 6. The global maximum of does not occur on .
Proof: is a part of a line if . Substituting it into we get . Denote it by , . We show that for each exists , such that point and holds.
If and , then holds. It implies . Thus, on . Therefore, the global maximum of does not occur on if and .
If
, then the line
is a part of
(see the dash-dotted line in
Figure 2). Assume, for the sake of contradiction, that
holds at some
. From
we get
and finally
. A contradiction. Therefore, if
and
, then the global maximum of
does not occur on
.
So, the global maximum of does not occur on . ▪
Previous claims imply that the global maximum of G must occur on interior of or .
- (1)
If , then . . We denote it by , .
- (2)
If , then . . We denote it by , .
Claim 7. If , then the global maximum of G must occur on the interior of . If , then has exactly one critical point on .
Proof: is never undefined.
gives:
Let
denote the left-hand side of Equation (
4). The function
is increasing and continuous if
, therefore Equation (
4) holds on
if and only if
and
. From the first inequality we get
, it holds only for
,
holds for
. So, if
, then
has no local extremum inside of
. Therefore, if
, then the global maximum of
must occur at
P or at
C, but
G does not attain the global maximum at
P or
C. Therefore, if
, then the global maximum of
G must occur on the interior of
.
The function
is increasing and continuous if
, therefore if
, then Equation (
4) has exactly one solution on
. Therefore, if
, then
has exactly one critical point on
.
▪
Claim 8. If , then the global maximum of G must occur on the interior of .
Proof: Assume, for the sake of contradiction, that if , then at some . Using the endpoints of the interval in we get an upper bound of on the interval. The inequality gives . After setting and into the inequality, we see that they do not satisfy it. The left-hand side is always greater than , the right-hand side is decreasing. If , then the right-hand side is even smaller than .
We get a contradiction. Therefore, if , then the global maximum of does not occur on .
is continuous on .
Assume, for the sake of contradiction, that if
, then
at some
, we get:
Using the endpoints of the interval in Equation (
5) we get an upper bound of the left-hand side and a lower bound of the right-hand side.
gives . If , then the left-hand side is 0, if , then the left-hand side is decreasing. Therefore, if , then the left-hand side is always negative. A contradiction. Hence, if , then has no local extremum on .
Therefore, if , then the global maximum of occurs at P or at B, but G does not attain the global maximum at P or at B. Therefore, if , then the global maximum of G must occur on the interior of . ▪
Claim 9. If , then has exactly one critical point inside .
Proof: We remove the fractions from Equation (
5) by multiplying it by
. The global maximum of
G does not occur on
, so we remove the root
by dividing the equation by
and we get:
If
d is odd, then we divide the equation additionally by
. If
, then we divide the equation additionally by
. Removing these roots is not necessary, but we reduce the degree of the polynomial in this way. With the help of Sturm’s theorem, we prove that Equation (
6) has exactly one solution on
.
Table 1 shows Sturm chain for
.
Evaluating
we get the pattern:
, i.e. 4 sign changes. There are 3 sign changes at
. The difference of these values is the number of real roots on
. For
we only show the sign patterns and the number of sign changes in
Table 2. So, if
, then there is only one solution of Equation (
6) on the
. Therefore, if
, then
has exactly one critical point inside
.
▪
Claim 7 guarantees the existence of the global maximum of
G on the interior of PB if
. Claim 9 proves the existence of a single critical point of
if
. Therefore, if
, then the global maximum of
G must occur at the only solution
r of Equation (
6) on
. The global maximum is
and
d-cubes have edges
,
,
.
Claim 8 guarantees the existence of the global maximum of
G on the interior of PC if
. Claim 7 proves the existence of a single critical point of
if
. Therefore, if
, then the global maximum of
G must occur at the only solution
r of Equation (
4) on
. The global maximum is
(from Equation (
4)) and
d-cubes have edges
,
. □