Abstract
The lifts of Sasakian statistical manifolds associated with a semi-symmetric metric connection in the tangent bundle are characterized in the current research. The relationship between the complete lifts of a statistical manifold with semi-symmetric metric connections and Sasakian statistical manifolds with a semi-symmetric metric connection in the tangent bundle is investigated. We also discuss the classification of Sasakian statistical manifolds with respect to semi-symmetric metric connections in the tangent bundle. Finally, we derive an example of the lifts of Sasakian statistical manifolds to the tangent bundle.
Keywords:
Sasakian statistical manifolds; statistical manifolds; vertical and complete lifts; tangent bundle; semi-symmetric metric connection; partial differential equations; mathematical operators MSC:
53C25; 53C15; 53B12; 58A30; 53C05
1. Introduction
Friedmann and Schouten [1] proposed the concept of a semi-symmetric connection (SSC) on a differentiable manifold. If a linear connection satisfies the expression:
and is not torsion-free, it is referred to as a semi-symmetric connection (SSC), where is the torsion tensor, is a one-form, and are vector fields. Hayden [2] introduced the notion of the metric connection, which was called the Hayden connection. The semi-symmetric metric connection (SSMC) satisfies the semi-symmetric condition and is known to exist if ; otherwise, it is a semi-symmetric non-metric connection (SSNMC), and it was further studied in [2,3]. Amari [4] was the first to study statistical inference problems in information geometry, which was the concept of statistical structure. Every point on a statistical manifold, a differentiable manifold, depicts a probability distribution. A statistical manifold with infinite dimensions can be found in the collection of all probability measurements. Furuhata et al. investigated the concepts of the Sasakian and Kenmotsu statistical structures [5,6,7]. Kurose [8] studied the concept of the holomorphic statistical structure as a generalization of Kahler’s structure. Kazan and Kazan [9] investigated the SSMC on Sasakian statistical manifolds. In [10,11], the authors investigated connections on statistical manifolds. Numerous geometers have explored the tangent bundle of differential geometry, including Yano and Kobayashi [12], Yano and Ishihara [13], Tani [14], and Pandey and Chaturvedi [15]. Yano and Ishihara [13] established the lifts of the manifold, as well as the connection in the tangent bundle. Different manifolds associated with different connections in the tangent bundle were studied in [16,17,18,19,20,21,22,23,24]. Kumar et al. [25] recently studied the lifts of the semi-symmetric non-metric connection (SSNMC) from statistical manifolds to the tangent bundle.
This Introduction is followed by a section on the preliminary materials. Section 3 investigates the statistical manifold and Sasakian statistical manifolds’ lifts to its tangent bundle, and Section 4 computes the SSMC in the tangent bundle, whereas Section 5 is concerned with the investigation of the lifts of the curvature tensor of a statistical manifold with the SSMC in the tangent bundle. Section 6 investigates the lifts of some curvature tensors of Sasakian statistical manifolds with the SSMC in the tangent bundle and proves some theorems. Finally, in Section 7, an example is provided to demonstrate the lifts of Sasakian statistical manifolds in the tangent bundle.
2. Preliminaries
In a differentiable manifold M, let be the tangent bundle, where is the tangent space at point and is the natural bundle structure of over M. For any coordinate system in M, where is a local coordinate system in the neighborhood Q, is the coordinate system in , where is an induced coordinate system in from [13].
2.1. Vertical and Complete Lifts
Let us define a vector field , a tensor field of type , a function , a one-form , and affine connection in M; its vertical and complete lifts are given by and , respectively. The following formulas for complete and vertical lifts were defined by [13]:
2.2. Statistical Manifold
In an n-dimensional Riemannian manifold with Riemannian metric , we consider as an affine connection and as its Levi-Civita connection. The structure is known as a statistical manifold if satisfy an affine and torsion-free connection and satisfies the Codazzi equation:
for all , where is the set of all tangent vector fields on M. We know that there exists an affine connection , which is the dual of with respect to such that
Also, the pair of connections and satisfies one can obtain
The tensor field of type on is defined by
and is symmetric, which gives
The statistical curvature tensor field associated with is defined as
By replacing with , we can obtain the statistical curvature tensor field . The curvature tensor fields and satisfy
2.3. Sasakian Statistical Manifolds
Let M be a -dimensional differentiable manifold, and it is known to admit an almost contact Riemannian structure , where is a tensor field, A is a vector field, is a one-form, and is a Riemannian metric on M such that
for all vector fields on M. Also, if satisfy
then M is called a Sasakian manifold [6,26].
A quadruple is known as a Sasakian statistical structure on M, if is a statistical structure and is a Sasakian structure on M and the formula:
holds for any vector fields and on M [6]. In a statistical structure and an almost-contact metric structure on M, the structure is known as a Sasakian statistical structure if and only if it satisfies the following formulas [9,27]:
3. Statistical Manifold and Sasakian Statistical Manifolds in the Tangent Bundle
In this section, we obtain the complete lifts of the statistical manifolds and Sasakian statistical manifolds to the tangent bundle.
Suppose is the tangent bundle and is a local vector field on M; then, its vertical and complete lifts in terms of partial differential equations are:
4. Semi-Symmetric Metric Connection in the Tangent Bundle
Let M be an n-dimensional Riemannian manifold; the linear connection on M is given by [3]
for all vector fields and , and is a one-form associated with vector field A and defined by
The torsion tensor is given by
A linear connection satisfying (47) is called a semi-symmetric connection (SSC). For any vector fields on M, we have
Let the tangent bundle be denoted by , and we obtain the complete lifts of Equations (44)–(49) by mathematical operators; we obtain
Theorem 1.
Proof.
Let be a metric connection in the tangent bundle satisfying (53) on a Sasakian statistical manifold M defined by
where is a torsion-free connection and is the tensor field of type in the tangent bundle. Using (27) and (56), we obtain
So,
Now, using (56), we obtain
By using (53), we have
Hence, we obtain
5. Curvature Tensor of Semi-Symmetric Metric Connection on Statistical Manifolds in the Tangent Bundle
In an n-dimensional Riemannian manifold M and the statistical structure on M in the tangent bundle , we have the relation between the complete lifts of the SSMC and torsion-free connection in the tangent bundle from (29) and (50) by
The complete lifts of the Riemannian curvature tensor of M associated with the SSMC in the tangent bundle are given by
Using Equation (63) in (64), we obtain
where is the complete lifts of the curvature tensor of M associated with torsion-free connection in the tangent bundle and is defined as
Similarly, we obtain the complete lifts of the relation between the SSMC and dual connection in the tangent bundle from Equations (30) and (63) as
The relation between the complete lifts of the Riemannian curvature tensor associated with the SSMC and Riemannian curvature tensor associated with the dual connection in the tangent bundle is obtain by using Equation (67) in (64) by
where is the complete lifts of the Riemannian curvature tensor of M associated with the lift of the dual connection in the tangent bundle and is defined as
Theorem 2.
In a Riemannian manifold M, let the complete lifts of the statistical structure be in the tangent bundle . Then:
- 1.
- The relation between the lifts of the Riemannian curvature tensor of SSMC and the Riemannian curvature tensor of torsion-free connection in the tangent bundle is given by Equation (65).
- 2.
- The relation between the lifts of the Riemannian curvature tensor of SSMC and the Riemannian curvature tensor of dual connection in the tangent bundle is given by Equation (68).
Proposition 1.
For a statistical manifold in the tangent bundle, the following relations hold:
- (i)
- .
- (ii)
- .
- (iii)
- .
6. Curvature Tensor of Semi-Symmetric Metric Connection on Sasakian Statistical Manifolds in The Tangent Bundle
Let be the complete lifts of -dimensional Sasakian statistical manifolds in the tangent bundle . Then, the complete lifts of the curvature tensors associated with SSMC in the tangent bundle are given by
Using Equations (36)–(43) and (63) in Equation (74), we can obtain the relation of the complete lifts of the curvature tensor of the SSMC and the curvature tensor of the torsion-free connection in the tangent bundle as
Similarly, we obtain the relation of the complete lifts of the curvature tensor of the SSMC and the curvature tensor of the dual connection in the tangent bundle by using Equations (36)–(43) and (67) in (74) as
Proposition 2.
Let be the complete lifts of a -dimensional Sasakian statistical manifold in the tangent bundle . Then, we have:
- 1.
- .
- 2.
- .
- 3.
- .
- 4.
- .
Proof.
In a Sasakian manifold, we have from [6]
Obtaining the complete lifts of Equation (77), we have
From Equation (29), we have
So,
Hence, we obtain
6.1. Ricci Tensor Associated with Semi-Symmetric Metric Connection of Sasakian Statistical Manifolds in the Tangent Bundle
The complete lifts of the Ricci tensor associated with the connection in the tangent bundle are given as
Theorem 3.
Let be the complete lifts of a -dimensional Sasakian statistical manifold in the tangent bundle . Then:
6.2. Scalar Curvature Associated with Semi-Symmetric Metric Connection of Sasakian Statistical Manifolds in the Tangent Bundle
From Equations (83) and (84), it follows that
and
where , , and are the complete lifts of the scalar curvatures associated with the SSMC , torsion-free connection , and dual connection in the tangent bundle , respectively.
Theorem 4.
Let be the complete lifts of a -dimensional Sasakian statistical manifold in the tangent bundle . Then:
- 1.
- The relation between the scalar curvature of the SSMC and the scalar curvature of the torsion-free connection in the tangent bundle is given by Equation (85).
- 2.
- The relation between the scalar curvature of the SSMC and the scalar curvature of the dual connection in the tangent bundle is given by Equation (86).
Theorem 5.
In a -dimensional Sasakian statistical manifold in the tangent bundle , the complete lift of the Ricci tensor of the Sasakian statistical manifold associated with the SSMC in the tangent bundle is said to be Ricci flat if the complete lift of the scalar curvature with respect to torsion-free connection and dual connection in the tangent bundle satisfies
and
7. Example
In this section, we shall show an example of the lifts of a Sasakian statistical manifold in the tangent bundle . Let us consider M to be a three-dimensional manifold, which is defined as
where is the set of real numbers. Let be given by
where are the linearly independent global frame on M. Let be the tangent bundle, and let the one-form be given by
The Riemannian metric is defined by
Let be the tensor field defined by
Using the linearity of and , we acquire , and Thus, for , the structure is an almost-contact metric structure on M. In addition, M satisfies
Thus, for , M is a Sasakian manifold.
Also, M satisfies
Then, M is called a Sasakian statistical manifold.
In tangent bundle , let the complete and vertical lifts of be and on M, and let be the complete lift of the Riemannian metric on such that
and so on. Let and be the complete and vertical lifts of the tensor field defined by
Using the linearity of and , we infer that
Also,
Author Contributions
Conceptualization and methodology, R.K., S.S., N.B.T., L.C., and U.C.D.; formal analysis, R.K., S.S., N.B.T., L.C., and U.C.D.; writing—original draft preparation, R.K., S.S., N.B.T., L.C., and U.C.D.; writing—review and editing, R.K., S.S., N.B.T., L.C., and U.C.D.; supervision, S.S.; project administration, S.S.; and funding acquisition, N.B.T. All authors have read and agreed to the published version of the manuscript.
Funding
This project was supported by the Researchers Supporting Project (RSP2024R413), King Saud University, Riyadh, Saudi Arabia.
Institutional Review Board Statement
Not applicable.
Data Availability Statement
Data are contained within the article.
Conflicts of Interest
The authors declare no conflicts of interest.
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