1. Introduction
Concerning the necessity of the study of tangent bundles, it can be stated that the concept of the tangent bundle is used widely in classical mechanics and especially in Lagrangian formalism. The tangent bundle can also describe the motion of objects in all classical mechanics scenarios, with a coordinate system such that the first
n tuples of it represent the position of an object and the second
n tuples of it represent the velocity of the object. This coordinate system is an effective tool in the study of geometric structures of the
. So, we can regard the
as the state space in classical mechanics. In fact, the tangent bundle of a differential manifold
M assembles all of the tangent vectors in
M. On the other hand, vector fields on tangent bundles belong to basic concepts of pure and applied differential geometry, global analysis, and mathematical physics. Semisprays, sprays, and geodesic sprays are important classes of vector fields on tangent bundles. For instance, the semispray theory has been used in the calculus of variations on manifolds to characterize extremal curves of a variational functional as integral curves of the Hamilton or Euler–Lagrange vector fields. Sprays and semisprays also provide a natural framework for the extension of classical results of analytical mechanics to contemporary mechanical problems and stimulate a broad research field in the global theory of nonconservative systems, symmetries, and constraint theory (see [
1] for more details).
The geometry of tangent bundles with Riemannian lift metrics has been studied very extensively in recent years (see [
2,
3,
4,
5,
6,
7,
8], for instance). In this paper, we consider one of the famous Riemannian lift metrics, the Sasaki metric. Then, using this metric and its Levi-Civita connection, we investigate some of the geometric structures on the
. The focus of this paper is concerned with the equations of a dualistic structure on the
. Then, we investigate the mutual curvature of the
and its relation with the curvature of
M and the mutual curvature of
M.
Information geometry is the combination and interaction of differential geometry and statistics [
9]. In addition, it is an important and useful bridge between applicable and pure sciences (see [
9,
10], for instance). In this area, we use and extend the methods of differential geometry in probability theory. The mathematical point of view of information geometry started with C. R. Rao. He showed that a statistical model should be a differentiable Riemannian manifold, via the Fisher information matrix. This means that we can define a Riemannian metric in the space of probability distributions. In fact, information geometry is the study of natural geometric structures using families of probability distributions. Two of the main objects in this area are statistical connections and statistical manifolds. They have applications in fields such as computer science and physics. In fact, a statistical manifold is a manifold whose points are probability distributions (see [
9,
10,
11,
12]).
A statistical structure on a manifold
M is a pair
such that
g is a Riemannian (semi-Riemannian) metric and ∇ is a torsion-free linear connection such that
is totally symmetric. A Riemannian (semi-Riemannian) manifold
together with the Levi-Civita connection ∇ of
g is a typical example of a statistical manifold. In other words, statistical manifolds can be regarded as generalizations of Riemannian (semi-Riemannian) manifolds. Statistical manifolds provide geometric models of probability distributions. The geometries of statistical manifolds have been applied to various fields of information science, information theory, neural networks, machine learning, image processing, statistical mechanics, etc. (see [
9,
10], for instance).
The organization of this paper is as follows: In the first part we introduce the concept of the infinitesimal affine transformation of the Riemannian manifold with respect to the affine connection ∇. Then, using an explicit example we find conditions such that a vector field X be an infinitesimal affine transformation of the 2-dimensional statistical manifold . In fact, we solve a system of partial differential equations and this solution gives us the general form of any infinitesimal affine transformation of . To continue, we also find conditions under which the vector fields and are an infinitesimal affine transformation of the with respect to the -connection .
In the second part, we study the geometry of the dualistic structure of
M and the mutual curvature on the statistical manifolds. Then, we prove that under which conditions
R and
are parallel with respect to the
-connection
, where
R and
are curvature tensors of the dualistic structure
on
M. Then, we extend this problem to the mutual curvature
as mentioned in [
13]. Moreover, we find conditions such that the
-curvature
is parallel with respect to the
-connection
. In the next part, we provide conditions such that the
equipped with them has a dualistic structure, and then, we find equations in which the
equipped with them is a conjugate symmetric space. We also study the mutual curvature
on the
and its relation with the curvature of
M, where ∇ is an affine connection on
M and
and
are the complete lift and horizontal lift connections on the
, respectively. At the end, we investigate the mutual curvature
, where
is a pair of the Levi-Civita connections of two non-isometric Riemannian metrics
and
, and
and
are the Levi-Civita connections of the Sasaki lift metrics
and
on the
, respectively. Moreover, we prove that the mutual curvature
vanishes if and only if
M is a flat space with respect to the ∇, where ∇ is the Levi-Civita connection of the metric
g and
is the Levi-Civita connection of the Sasaki lift metric
. Moreover, in this case we prove that the mutual curvature
reduces to the Riemannian curvature tensor of the Levi-Civita connection
. At the end of this paper, we give an explicit example of the mutual curvature.
2. Preliminaries
In this section, we introduce some basic facts that we use throughout the paper.
Let
,
, be a coordinate system on
M,
be the induced coordinate system on the
, and
be the natural basis of
. Then, the various lifts of a vector field
on
M (complete lift, horizontal lift, and vertical lift, respectively) are defined as follows:
It is known that can be decomposed to , where is spanned by and is spanned by . For simplicity, we write , , and instead of , , and .
Let
be a Riemannian manifold. Similar to the lifts of vector fields, we can construct the Sasaki lift metric
on the
as follows:
The Levi-Civita connection of the Sasaki metric
is as follows:
for all vector fields
on
M, and
.
If ∇ is a linear connection, then the horizontal lift connection
and complete lift connection
of ∇ are, respectively, defined by [
14]:
According to [
14], the Lie brackets of the horizontal lift and vertical lift of vector fields are as follows:
Let
be an
n-dimensional Riemannian manifold and ∇ be an affine connection on
M. A Codazzi couple on
M is a pair
such that the cubic tensor field
is totally symmetric, namely, the Codazzi equations hold:
In this case, the triplet
is called a Codazzi manifold and ∇ is called a Codazzi connection. Furthermore, if ∇ is torsion free, then
is a statistical manifold,
is a statistical couple, and ∇ is a statistical connection. In local coordinates,
C has the following form:
and so
,
, where
are the connection coefficients of ∇.
We also recall that if
is a Riemannian (pseudo-Riemannian) manifold, two affine torsion-free connections ∇ and
on
M are said to be dual connections with respect to
g if the following equation is satisfied:
and in this case, we call
a dualistic structure on
M. Furthermore, if we denote by
R and
the curvature tensors of ∇ and
, then we say that
is a conjugate symmetric space if
. Moreover, if
is a dualistic structure on
M, then
given by
is a family of affine connections, which is called an
-connection. It is known that if ∇ and
are statistical connections, then
is a statistical connection for any
[
15,
16].
4. Mutual Curvature on Statistical Manifolds
In this section, we introduce the concept of mutual curvature for the Riemannian manifold , and to continue, we consider the dualistic structure on M. Then, we show under which conditions the mutual curvature is parallel with respect to the -connection . Finally, we find conditions under which the mutual curvature is parallel with respect to the -connection .
Definition 2. ([
13]).
Let be a Riemannian manifold and let be a pair of connections. Then, their mutual curvature is the -tensor , which is defined by the following formula:for all . It should be noted that the definition of mutual (or relative) curvature was previously presented by the authors in [
16,
19] in two different ways. However, as D. Iosifidis showed in [
13], none of these are tensors.
Theorem 2. Let be a dualistic structure on the Riemannian manifold . Then, the following relation holds:where K is the difference tensor of ∇.
Moreover, the difference tensor K is Codazzi-coupled (i.e., ) if and only if and coincide. Furthermore, the mutual curvature reduces to whenever ∇
is the Levi-Civita connection. Proof. Using
and direct computations, we obtain
□
If we put
,
, and
in (
35) and we denote the connection coefficients of ∇ and
by
and
, respectively, then we obtain the local expression of (
35) as follows:
From (
34) and by direct computations we obtain the following:
Lemma 1. Let be a Riemannian manifold and let be a pair of connections such that and are the connection coefficients of and , respectively. Then, the following assertions hold:
- (1)
and for all .
- (2)
, whenever are torsion-free connections.
- (3)
The local expression of the mutual curvature is in the following form: .
Example 2. Now, we compute the mutual curvature in Example 1. Direct computations give us the followingUsing (13), we obtainPutting (38) and (39) into (37) gives us . Similar computations implySubstituting (40) and (41) into (34), we derive that . From the first item of Lemma 1, we deduce that the other components of the mutual curvature are zero. Definition 3. Let be a Riemannian manifold and let ∇ be an affine connection with the curvature tensor R. Then, we say that M is a locally symmetric space if , i.e., , for each , this means that R is parallel with respect to ∇.
Now, we assume that
is a dualistic structure on the Riemannian manifold
M and let
R and
be curvature tensors of ∇ and
, respectively. If
R is parallel with respect to ∇ and
, then by direct computations we have
Since
R is parallel with respect to ∇ and
, then we derive that
R is parallel with respect to the
-connection
. Moreover, if we replace
R by
in the above relations and assume that
is parallel to ∇ and
, then we obtain that
is parallel to the
-connection
. Now, we consider a pair
of connections on
M. If in (
42), we replace the mutual curvature
instead of
R, then, the same as in (
42), we obtain
If the mutual curvature
is parallel with respect to ∇ and
, then from (
43), we obtain that
is parallel with respect to
. According to the above discussion we obtain the following:
Proposition 1. Let be a dualistic structure on the Riemannian manifold M, and R and be curvature tensors of ∇ and . Then, the following statements hold:
- (1)
If R (respectively, ) is parallel with respect to ∇ and , then R (respectively, ) is parallel with respect to the α-connection .
- (2)
The mutual curvature is parallel with respect to whenever is parallel with respect to ∇ and .
Now, we consider the dualistic structure
on the Riemannian manifold
M and let
be a family of
-connections. Equations (
7), (
34), (
43), and direct computations give us the following:
Lemma 2. Let be a dualistic structure on the Riemannian manifold M, and let be a family of α-connections on M. Then, the following statements hold:
- (1)
- (2)
If M is a flat space with respect to ∇ and and the mutual curvature vanishes, then the mutual curvature vanishes.
- (3)
The mutual curvature reduces to (respectively, ) whenever (respectively, ).
- (4)
The mutual curvature reduces to the mutual curvature whenever .
- (5)
The mutual curvature is parallel with respect to the γ-connection whenever , , and the mutual curvatures are parallel with respect to ∇ and .
As a consequence of the above lemma, if we consider
, then we obtain the
-curvature
of the
-connection
as follows:
To continue, we investigate under which conditions the
-curvature
of the
-connection
is parallel with respect to the
-connection
. Direct computations and (
44) give us the following
Let
be a dualistic structure on the Riemannian manifold
with the curvature tensors
and
, respectively, and let
X be a vector field on
M. Then, (
44) implies the following;
Corollary 1. Let be a dualistic structure on the Riemannian manifold M. Then, the following statements hold:
- (1)
The -curvature is parallel with respect to the -connection whenever and the mutual curvature are parallel with respect to ∇ and .
- (2)
The Lie derivative of the -curvature along X vanishes if the Lie derivatives of , , and along X vanish.
5. Dualistic Structure on the Tangent Bundle
In this section, we consider an arbitrary Riemannian metric and two affine torsion-free connections and on the . Then, we investigate under which conditions is a dualistic structure on the tangent bundle .
Let
be a basis for
, where
. According to this basis, we consider the Riemannian metric
on the
, where
. Since
and
are affine torsion-free connections on the
and
is a basis, so the following identities hold:
where
, and
. If we use torsion-freeness of
and
and applying (
47)–(
50), then we obtain the following:
Lemma 3. Let be a Riemannian manifold and let be an affine connection on it. Let , and be the connection coefficients, torsion components, and curvature components of , respectively. If and are two affine torsion-free connections on the , then the following equations hold: Proof. Using (
5) and (
47)–(
50) and the torsion-freeness of
and
completes the proof. □
Now, if we put elements of
in (
6), and use the above relations, we derive the following:
Proposition 2. Let be a Riemannian manifold and let be its tangent bundle equipped with the Riemannian metric (defined as above). If and are two affine torsion-free connections on the , then is a dualistic structure on the if and only if (51)–(54) and the following equations hold: - (1)
;
- (2)
;
- (3)
;
- (4)
;
- (5)
;
- (6)
.
Now, we assume that
is a dualistic structure on the
, then we show under which conditions the
is a conjugate symmetric space whenever
and
are curvature tensors of
and
. We do this using a direct computation of the curvature components of
and
on the
. According to the basis
for
, we imply that the curvature components of
and
are as follows:
According to (
55)–(
62), we obtain the following:
Proposition 3. Let be a dualistic structure on the and let and be the curvature tensors of and on the , respectively. Then, the is a conjugate symmetric space if and only if the following identities hold: 6. Mutual Curvatures of the Tangent Bundle
This section is concerned with the mutual curvatures of the . In this part we study the components of the mutual curvature of the whenever is a dualistic structure on the .
We assume that
is a Riemannian manifold with affine connection
and
, and
are the connection coefficients, torsion components, and curvature components of
. According to (
47)–(
50) and using (
34), we have
Theorem 3. Let be a Riemannian manifold and let be its tangent bundle equipped with the Riemannian metric (defined as above), and let be a dualistic structure on the . If and are the connection coefficients of and on the , respectively, then the components of the mutual curvature on the are as follows: Now, we consider the pair
of connections on the
and study the mutual curvature
on the
and its relation with the curvature of
M. Equations (
34) and (
4) imply the following:
If
vanishes, then (
64) and (
65) imply that
M is a flat space and
, for all
. Conversely, if
M is flat, then
vanishes.
Here, we investigate the mutual curvature
on the
and its relation with the mutual curvature
, where
is a pair of connections on
M such that
and
are curvature tensors of
and
, respectively. From (
34) and (
4) we conclude the following:
According to (
66)–(
68), we derive that if the mutual curvature
vanishes and
M is a flat space with respect to
and
, then the mutual curvature
vanishes. Conversely, if the mutual curvature
vanishes, then from (
68) we see that the mutual curvature
vanishes. Furthermore, if we consider the pair
of connections on the
, then, the same as in the above discussion, we obtain that all of the components of the mutual curvature
are zero except for
Therefore, from (
69) we deduce that
vanishes if and only if
vanishes. As mentioned in [
14], if ∇ is a flat and torsion-free connection, then
. It follows that, if
M is a flat space and ∇ is the Levi-Civita connection, then the mutual curvature
reduces to the Riemannian curvature of the Levi-Civita connection
, because
and
reduce to the
. Now, we consider a pair of Levi-Civita connections
such that
M is a flat space with respect to the
for
. Since
for
, thus, the mutual curvatures
and
coincide and they reduce to the mutual curvature
. So, according to above discussion we have the following:
Lemma 4. Let be a Riemannian manifold with an affine connection ∇ and curvature tensor R and let be a pair of connections on M such that and are curvature tensors of and , respectively. Then, the following statements hold:
- (1)
If M is a flat space, then the mutual curvature is zero.
- (2)
If M is a flat space and ∇ is the Levi-Civita connection, then the mutual curvature reduces to the Riemannian curvature of the Levi-Civita connection .
- (3)
If the mutual curvature vanishes, then M is flat.
- (4)
If the mutual curvature vanishes and M is a flat space with respect to and , then the mutual curvature vanishes.
- (5)
If the mutual curvature vanishes, then the mutual curvature vanishes. Moreover, the mutual curvature vanishes if and only if the mutual curvature vanishes.
- (6)
If and are Levi-Civita connections and M is a flat space with respect to for , then and are equal and reduce to the mutual curvature .
6.1. Mutual Curvature with Respect to a Pair of Levi-Civita Connections in the Tangent Bundle
Let
M be a smooth manifold and
and
be two non-isometric Riemannian metrics with the Levi-Civita connections
and
and the Riemannian curvature tensors
and
, respectively. We consider the pair
on the
such that
and
are the Levi-Civita connections of the Sasaki lift metrics
and
, respectively. Now, we study on the components of the mutual curvature
on the
and its relation with the mutual curvature
on
M. Equations (
34), (
5), (
2), and (
3) give us the following:
If we consider
in (
70), then, except the first term, all of the terms on the right-hand side of the equation are zero. This implies that if
vanishes, then
vanishes. To continue, we also have
Furthermore, we have
Using (
70)–(
74), we obtain the following:
Theorem 4. Let M be a smooth manifold and and be two non-isometric Riemannian metrics with the Levi-Civita connections and and the Riemannian curvature tensors and such that and are the Levi-Civita connections of the Sasaki lift metrics and , respectively. Then, the following statements hold:
- (1)
The mutual curvature vanishes if the mutual curvature vanishes and M is a flat space with respect to and .
- (2)
If the mutual curvature vanishes, then the mutual curvature vanishes.
6.2. Mutual Curvatures in the Tangent Bundle with Different Connections
In this part, we study the mutual curvatures and on the and their geometric consequences, where is the Levi-Civita connection of the metric g.
Now, we consider Riemannian manifold
with the Levi-Civita connection
and Riemannian curvature
. Let
be an arbitrary affine connection on
M. If we denote the Levi-Civita connection of the Sasaki lift metric
by
and the horizontal lift connection of
by
, then from (
34) and (
4), we deduce that the components of the mutual curvature
are as follows:
Setting
in (
75), the second, third, and fourth terms on the right-hand side of Equation (
75) are zero. In this case, if we assume that the mutual curvature
vanishes, then the mutual curvature
vanishes. We have
According to (
75)–(
78) we derive that if
vanishes and
M is a flat space with respect to
, then
vanishes. As a special case, if
, where ∇ is the Levi-Civita connection of
g, then from (
75)–(
78) we derive that the mutual curvature
vanishes if
M is a flat space with respect to ∇. Moreover, in this case,
reduces to the Riemannian curvature of the Levi-Civita connection
. Furthermore, if
vanishes, then
M is a flat space. So, as a consequence of the above discussion we have the following:
Theorem 5. Let be a Riemannian manifold with the Levi-Civita connection and let be an affine connection on M. If we denote the Levi-Civita connection of the Sasaki lift metric by and the horizontal lift connection of by , then the following assertions hold:
- (1)
If the mutual curvature vanishes, then the mutual curvature vanishes. Moreover, if the mutual curvature vanishes and M is a flat space with respect to , then the mutual curvature vanishes.
- (2)
The mutual curvature vanishes if and only if M is a flat space with respect to ∇, where ∇ is the Levi-Civita connection of metric g. Furthermore, in this case, the mutual curvature reduces to the Riemannian curvature of the Levi-Civita connection .
Now, we consider a Riemannian manifold
with the Levi-Civita connection
. Let
be an affine connection on
M, where
and
are curvature tensors of
and
, respectively. If we denote the Levi-Civita connection of the Sasaki lift metric
by
and the complete lift connection of
by
, then from (
34) and (
4) we conclude that the components of the mutual curvature
are as follows:
If we put
in (
79), then we derive that the second, third and fourth terms on the right-hand side of Equation (
79) are zero. Thus, if
, then from (
79) we obtain
. Furthermore, we have
From (
79)–(
82), we deduce that if
and
M is a flat space with respect to
and
, then
. In the special case where
, where ∇ is the Levi-Civita connection of metric
g, then from (
79)–(
82) we obtain that if the mutual curvature
vanishes, then
M is a flat space. Moreover, if
M is a flat space, then
vanishes and in this case,
reduces to the Riemannian curvature of the Levi-Civita connection
. Thus, as a result of the above discussion we derive the following:
Theorem 6. Let be a Riemannian manifold with the Levi-Civita connection and let be an affine connection on M with the curvature tensors and , respectively. If is the Levi-Civita connection of the Sasaki lift metric and is the complete lift connection of , then the following assertions hold:
- (1)
If the mutual curvature vanishes, then the mutual curvature vanishes. Moreover, if the mutual curvature vanishes and M is a flat space with respect to and , then the mutual curvature vanishes.
- (2)
The mutual curvature vanishes if and only if M is a flat space with respect to ∇, where ∇ is the Levi-Civita connection of metric g. Moreover, in this case the mutual curvature reduces to the Riemannian curvature of the Levi-Civita connection .