• 제목/요약/키워드: tensor

검색결과 1,314건 처리시간 0.027초

Recovering Incomplete Data using Tucker Model for Tensor with Low-n-rank

  • Thieu, Thao Nguyen;Yang, Hyung-Jeong;Vu, Tien Duong;Kim, Sun-Hee
    • International Journal of Contents
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    • 제12권3호
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    • pp.22-28
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    • 2016
  • Tensor with missing or incomplete values is a ubiquitous problem in various fields such as biomedical signal processing, image processing, and social network analysis. In this paper, we considered how to reconstruct a dataset with missing values by using tensor form which is called tensor completion process. We applied Tucker factorization to solve tensor completion which was built base on optimization problem. We formulated the optimization objective function using components of Tucker model after decomposing. The weighted least square matric contained only known values of the tensor with low rank in its modes. A first order optimization method, namely Nonlinear Conjugated Gradient, was applied to solve the optimization problem. We demonstrated the effectiveness of the proposed method in EEG signals with about 70% missing entries compared to other algorithms. The relative error was proposed to compare the difference between original tensor and the process output.

ON SEMI-RIEMANNIAN MANIFOLDS SATISFYING THE SECOND BIANCHI IDENTITY

  • Kwon, Jung-Hwan;Pyo, Yong-Soo;Suh, Young-Jin
    • 대한수학회지
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    • 제40권1호
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    • pp.129-167
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    • 2003
  • In this paper we introduce new notions of Ricci-like tensor and many kind of curvature-like tensors such that concircular, projective, or conformal curvature-like tensors defined on semi-Riemannian manifolds. Moreover, we give some geometric conditions which are equivalent to the Codazzi tensor, the Weyl tensor, or the second Bianchi identity concerned with such kind of curvature-like tensors respectively and also give a generalization of Weyl's Theorem given in [18] and [19].

𝒵 Tensor on N(k)-Quasi-Einstein Manifolds

  • Mallick, Sahanous;De, Uday Chand
    • Kyungpook Mathematical Journal
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    • 제56권3호
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    • pp.979-991
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    • 2016
  • The object of the present paper is to study N(k)-quasi-Einstein manifolds. We study an N(k)-quasi-Einstein manifold satisfying the curvature conditions $R({\xi},X){\cdot}Z=0$, $Z(X,{\xi}){\cdot}R=0$, and $P({\xi},X){\cdot}Z=0$, where R, P and Z denote the Riemannian curvature tensor, the projective curvature tensor and Z tensor respectively. Next we prove that the curvature condition $C{\cdot}Z=0$ holds in an N(k)-quasi-Einstein manifold, where C is the conformal curvature tensor. We also study Z-recurrent N(k)-quasi-Einstein manifolds. Finally, we construct an example of an N(k)-quasi-Einstein manifold and mention some physical examples.

ON CONFORMAL AND QUASI-CONFORMAL CURVATURE TENSORS OF AN N(κ)-QUASI EINSTEIN MANIFOLD

  • Hosseinzadeh, Aliakbar;Taleshian, Abolfazl
    • 대한수학회논문집
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    • 제27권2호
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    • pp.317-326
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    • 2012
  • We consider $N(k)$-quasi Einstein manifolds satisfying the conditions $C({\xi},\;X).S=0$, $\tilde{C}({\xi},\;X).S=0$, $\bar{P}({\xi},\;X).C=0$, $P({\xi},\;X).\tilde{C}=0$ and $\bar{P}({\xi},\;X).\tilde{C}=0$ where $C$, $\tilde{C}$, $P$ and $\bar{P}$ denote the conformal curvature tensor, the quasi-conformal curvature tensor, the projective curvature tensor and the pseudo projective curvature tensor, respectively.

직육면체 프리즘에 의한 중력, 자력, 중력 변화율 텐서 및 자력 변화율 텐서의 반응식 (The Closed-form Expressions of Gravity, Magnetic, Gravity Gradient Tensor, and Magnetic Gradient Tensor Due to a Rectangular Prism)

  • 임형래
    • 지구물리와물리탐사
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    • 제23권1호
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    • pp.55-60
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    • 2020
  • 직육면체 프리즘에 대한 중력, 자력, 중력 변화율 텐서 및 자력 변화율 텐서 반응식을 정리하였다. 직교 좌표계에서 직육면체 프리즘에 대한 삼중 적분으로 수직 중력을 유도하고, 직육면체의 축 방향 대칭성을 이용하여 순환 치환으로 두 개의 수평 중력 성분을 유도한다. 벡터 중력을 각 성분 별로 미분하여 중력 변화율 텐서를 유도한다. 포아송(Poisson) 관계식을 이용하면 일정한 방향으로 자화된 벡터 자력은 중력 변화율 텐서로부터 얻어진다. 벡터 자력을 각 방향으로 미분하여 최종적으로 자력 변화율 텐서를 유도하였다.

ON THE CONTACT CONFORMAL CURVATURE TENSOR$^*$

  • Jeong, Jang-Chun;Lee, Jae-Don;Oh, Ge-Hwan;Park, Jin-Suk
    • 대한수학회보
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    • 제27권2호
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    • pp.133-142
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    • 1990
  • In this paper, we define a new tensor field on a Sasqakian manifold, which is constructed from the conformal curvature tensor field by using the Boothby-Wang's fibration ([3]), and study some properties of this new tensor field. In Section 2, we recall definitions and fundamental properties of Sasakian manifold and .phi.-holomorphic sectional curvature. In Section 3, we define contact conformal curvature tensor field on a Sasakian manifold and prove that it is invariant under D-homothetic deformation due to S. Tanno([13]). In Section 4, we study Sasakian manifolds with vanishing contact conformal curvature tensor field, and the last Section 5 is devoted to studying some properties of fibred Riemannian spaces with Sasakian structure of vanishing contact conformal curvature tensor field.

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Estimation of Trifocal Tensor with Corresponding Mesh of Two Frontal Images

  • Tran Duy Dung;Jun Byung Hwan
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 ICEIC The International Conference on Electronics Informations and Communications
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    • pp.133-136
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    • 2004
  • We are going to procedure various view from two frontal image using trifocal tensor. We found that warping is effective to produce synthesized poses of a face with the small number of mesh point of a given image in previous research[1]. For this research, fundamental matrix is important to calculate trifocal tensor. So, in this paper, we investigate two existing algorithms: Hartley's[2] and Kanatani's[3]. As an experimental result, Kenichi Kantani's algorithm has better performance of fundamental matrix than Harley's algorithm. Then we use the fundamental matrix of Kenichi Kantani's algorithm to calculate trifocal tensor. From trifocal tensor we calculate new trifocal tensor with rotation input and translation input and we use warping to produce new virtual views.

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Real Hypersurfaces in Complex Hyperbolic Space with Commuting Ricci Tensor

  • Ki, U-Hang;Suh, Young-Jin
    • Kyungpook Mathematical Journal
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    • 제48권3호
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    • pp.433-442
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    • 2008
  • In this paper we consider a real hypersurface M in complex hyperbolic space $H_n\mathbb{C}$ satisfying $S{\phi}A\;=\;{\phi}AS$, where $\phi$, A and S denote the structure tensor, the shape operator and the Ricci tensor of M respectively. Moreover, we give a characterization of real hypersurfaces of type A in $H_n\mathbb{C}$ by such a commuting Ricci tensor.

ON THE FREE AUTOMATA AND TENSOR PRODUCT

  • Park, Chin-Hong
    • Journal of applied mathematics & informatics
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    • 제9권2호
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    • pp.705-716
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    • 2002
  • In this paper we shall introduce the algebraic structure of a tensor product for arbitrarily given automata, giving a defintion of the tensor product for automata. We introduce and study that for any set X there always exists a free automaton on X. The existence of a tensor product for automata will be investigated in the same way like modules do.

ON $\eta$K-CONFORMAL KILLING TENSOR IN COSYMPLECTIC MANIFOLD WITH VANISHING COSYMPLECTIC BOCHNER CURVATURE TENSOR$^*$

  • Jun, Jae-Bok;Kim, Un-Kyu
    • 대한수학회보
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    • 제32권1호
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    • pp.25-34
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    • 1995
  • S. Tachibana [10] has defined a confornal Killing tensor in a n-dimensional Riemannian manifold M by a skew symmetric tensor $u_[ji}$ satisfying the equation $$ \nabla_k u_{ji} + \nabla_j u_{ki} = 2\rho_i g_{kj} - \rho_j g_{ki} - \rho_k g_{ji}, $$ where $g_{ji}$ is the metric tensor of M, $\nabla$ denotes the covariant derivative with respect to $g_{ji}$ and $\rho_i$ is a associated covector field of $u_{ji}$. In here, a covector field means a 1-form.

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