Derivative in differential geometry and vector calculus
In the math branches of differential geometry and vector calculus , the second covariant derivative , or the second order covariant derivative , of a vector field is the derivative of its derivative with respect to another two tangent vector fields.
Definition
Formally, given a (pseudo)-Riemannian manifold (M , g ) associated with a vector bundle E → M , let ∇ denote the Levi-Civita connection given by the metric g , and denote by Γ(E ) the space of the smooth sections of the total space E . Denote by T* M the cotangent bundle of M . Then the second covariant derivative can be defined as the composition of the two ∇s as follows: [ 1]
Γ
(
E
)
⟶
∇
Γ
(
T
∗
M
⊗
E
)
⟶
∇
Γ
(
T
∗
M
⊗
T
∗
M
⊗
E
)
.
{\displaystyle \Gamma (E){\stackrel {\nabla }{\longrightarrow }}\Gamma (T^{*}M\otimes E){\stackrel {\nabla }{\longrightarrow }}\Gamma (T^{*}M\otimes T^{*}M\otimes E).}
For example, given vector fields u , v , w , a second covariant derivative can be written as
(
∇
u
,
v
2
w
)
a
=
u
c
v
b
∇
c
∇
b
w
a
{\displaystyle (\nabla _{u,v}^{2}w)^{a}=u^{c}v^{b}\nabla _{c}\nabla _{b}w^{a}}
by using abstract index notation . It is also straightforward to verify that
(
∇
u
∇
v
w
)
a
=
u
c
∇
c
v
b
∇
b
w
a
=
u
c
v
b
∇
c
∇
b
w
a
+
(
u
c
∇
c
v
b
)
∇
b
w
a
=
(
∇
u
,
v
2
w
)
a
+
(
∇
∇
u
v
w
)
a
.
{\displaystyle (\nabla _{u}\nabla _{v}w)^{a}=u^{c}\nabla _{c}v^{b}\nabla _{b}w^{a}=u^{c}v^{b}\nabla _{c}\nabla _{b}w^{a}+(u^{c}\nabla _{c}v^{b})\nabla _{b}w^{a}=(\nabla _{u,v}^{2}w)^{a}+(\nabla _{\nabla _{u}v}w)^{a}.}
Thus
∇
u
,
v
2
w
=
∇
u
∇
v
w
−
∇
∇
u
v
w
.
{\displaystyle \nabla _{u,v}^{2}w=\nabla _{u}\nabla _{v}w-\nabla _{\nabla _{u}v}w.}
When the torsion tensor is zero, so that
[
u
,
v
]
=
∇
u
v
−
∇
v
u
{\displaystyle [u,v]=\nabla _{u}v-\nabla _{v}u}
, we may use this fact to write Riemann curvature tensor as [ 2]
R
(
u
,
v
)
w
=
∇
u
,
v
2
w
−
∇
v
,
u
2
w
.
{\displaystyle R(u,v)w=\nabla _{u,v}^{2}w-\nabla _{v,u}^{2}w.}
Similarly, one may also obtain the second covariant derivative of a function f as
∇
u
,
v
2
f
=
u
c
v
b
∇
c
∇
b
f
=
∇
u
∇
v
f
−
∇
∇
u
v
f
.
{\displaystyle \nabla _{u,v}^{2}f=u^{c}v^{b}\nabla _{c}\nabla _{b}f=\nabla _{u}\nabla _{v}f-\nabla _{\nabla _{u}v}f.}
Again, for the torsion-free Levi-Civita connection, and for any vector fields u and v , when we feed the function f into both sides of
∇
u
v
−
∇
v
u
=
[
u
,
v
]
{\displaystyle \nabla _{u}v-\nabla _{v}u=[u,v]}
we find
(
∇
u
v
−
∇
v
u
)
(
f
)
=
[
u
,
v
]
(
f
)
=
u
(
v
(
f
)
)
−
v
(
u
(
f
)
)
.
{\displaystyle (\nabla _{u}v-\nabla _{v}u)(f)=[u,v](f)=u(v(f))-v(u(f)).}
.
This can be rewritten as
∇
∇
u
v
f
−
∇
∇
v
u
f
=
∇
u
∇
v
f
−
∇
v
∇
u
f
,
{\displaystyle \nabla _{\nabla _{u}v}f-\nabla _{\nabla _{v}u}f=\nabla _{u}\nabla _{v}f-\nabla _{v}\nabla _{u}f,}
so we have
∇
u
,
v
2
f
=
∇
v
,
u
2
f
.
{\displaystyle \nabla _{u,v}^{2}f=\nabla _{v,u}^{2}f.}
That is, the value of the second covariant derivative of a function is independent on the order of taking derivatives.
Notes