In mathematics, more specifically, in convex geometry, the mixed volume is a way to associate a non-negative number to an
n
-tuple of convex bodies in the
n
-dimensional space. This number depends on the size of the bodies and on their relative orientation to each other.
Let
K
1
,
K
2
,
…
,
K
r
be convex bodies in
R
n
and consider the function
f
(
λ
1
,
…
,
λ
r
)
=
V
o
l
n
(
λ
1
K
1
+
⋯
+
λ
r
K
r
)
,
λ
i
≥
0
,
where
Vol
n
stands for the
n
-dimensional volume and its argument is the Minkowski sum of the scaled convex bodies
K
i
. One can show that
f
is a homogeneous polynomial of degree
n
, therefore it can be written as
f
(
λ
1
,
…
,
λ
r
)
=
∑
j
1
,
…
,
j
n
=
1
r
V
(
K
j
1
,
…
,
K
j
n
)
λ
j
1
⋯
λ
j
n
,
where the functions
V
are symmetric. Then
V
(
K
1
,
…
,
K
n
)
is called the mixed volume of
K
1
,
…
,
K
n
.
Equivalently,
V
(
K
1
,
…
,
K
n
)
=
1
n
!
∂
n
∂
λ
1
⋯
∂
λ
n
|
λ
1
=
⋯
=
λ
n
=
+
0
V
o
l
n
(
λ
1
K
1
+
⋯
+
λ
n
K
n
)
.
The mixed volume is uniquely determined by the following three properties:
-
V
(
K
,
…
,
K
)
=
Vol
n
(
K
)
;
-
V
is symmetric in its arguments;
-
V
is multilinear:
V
(
λ
K
+
λ
′
K
′
,
K
2
,
…
,
K
n
)
=
λ
V
(
K
,
K
2
,
…
,
K
n
)
+
λ
′
V
(
K
′
,
K
2
,
…
,
K
n
)
for
λ
,
λ
′
≥
0
.
The mixed volume is non-negative and monotonically increasing in each variable:
V
(
K
1
,
K
2
,
…
,
K
n
)
≤
V
(
K
1
′
,
K
2
,
…
,
K
n
)
for
K
1
⊆
K
1
′
.
The Alexandrov–Fenchel inequality, discovered by Aleksandr Danilovich Aleksandrov and Werner Fenchel:
Numerous geometric inequalities, such as the Brunn–Minkowski inequality for convex bodies and Minkowski's first inequality, are special cases of the Alexandrov–Fenchel inequality.
Let
K
⊂
R
n
be a convex body and let
B
=
B
n
⊂
R
n
be the Euclidean ball of unit radius. The mixed volume
W
j
(
K
)
=
V
(
K
,
K
,
…
,
K
⏞
n
−
j
times
,
B
,
B
,
…
,
B
⏞
j
times
)
is called the j-th quermassintegral of
K
.
The definition of mixed volume yields the Steiner formula (named after Jakob Steiner):
V
o
l
n
(
K
+
t
B
)
=
∑
j
=
0
n
(
n
j
)
W
j
(
K
)
t
j
.
The j-th intrinsic volume of
K
is a different normalization of the quermassintegral, defined by
V
j
(
K
)
=
(
n
j
)
W
n
−
j
(
K
)
κ
n
−
j
,
or in other words
V
o
l
n
(
K
+
t
B
)
=
∑
j
=
0
n
V
j
(
K
)
V
o
l
n
−
j
(
t
B
n
−
j
)
.
where
κ
n
−
j
=
Vol
n
−
j
(
B
n
−
j
)
is the volume of the
(
n
−
j
)
-dimensional unit ball.
Hadwiger's theorem asserts that every valuation on convex bodies in
R
n
that is continuous and invariant under rigid motions of
R
n
is a linear combination of the quermassintegrals (or, equivalently, of the intrinsic volumes).