Moody T. Chu

Publication Activity (10 Years)

Years Active: 1985-2022
Publications (10 Years): 7

Top Topics

Global Convergence

Low Rank Approximation

Singular Value Decomposition

Top Venues

SIAM J. Matrix Anal. Appl.

Numer. Algorithms

Comput. Phys. Commun.

Appl. Math. Comput.

Publications

Matthew M. Lin, Moody T. Chu
Low-rank approximation to entangled multipartite quantum systems. Quantum Inf. Process. 21 (4) (2022)
Matthew M. Lin, Moody T. Chu
Rank-1 Approximation for Entangled Multipartite Real Systems. J. Sci. Comput. 91 (1) (2022)
Moody T. Chu, Matthew M. Lin
A complex-valued gradient flow for the entangled bipartite low rank approximation. Comput. Phys. Commun. 271 (2022)
Moody T. Chu, Matthew M. Lin
Nonlinear Power-Like and SVD-Like Iterative Schemes with Applications to Entangled Bipartite Rank-1 Approximation. SIAM J. Sci. Comput. 43 (5) (2021)
Bo Dong, Nan Jiang, Moody T. Chu
Nonlinear power-like iteration by polar decomposition and its application to tensor approximation. Numerische Mathematik 144 (4) (2020)
Yu Guan, Moody T. Chu, Delin Chu
SVD-Based Algorithms for the Best Rank-1 Approximation of a Symmetric Tensor. SIAM J. Matrix Anal. Appl. 39 (3) (2018)
Sheng-Jhih Wu, Moody T. Chu
Markov chains with memory, tensor formulation, and the dynamics of power iteration. Appl. Math. Comput. 303 (2017)
Liqi Wang, Moody T. Chu, Bo Yu
Orthogonal Low Rank Tensor Approximation: Alternating Least Squares Method and Its Global Convergence. SIAM J. Matrix Anal. Appl. 36 (1) (2015)
Liqi Wang, Moody T. Chu, Yu Bo
A computational framework of gradient flows for general linear matrix equations. Numer. Algorithms 68 (1) (2015)
Liqi Wang, Moody T. Chu
On the Global Convergence of the Alternating Least Squares Method for Rank-One Approximation to Generic Tensors. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Moody T. Chu, Matthew M. Lin, Liqi Wang
A study of singular spectrum analysis with global optimization techniques. J. Glob. Optim. 60 (3) (2014)
Bo Dong, Matthew M. Lin, Moody T. Chu
Nonnegative rank factorization - a heuristic approach via rank reduction. Numer. Algorithms 65 (2) (2014)
Jacqueline M. Hughes-Oliver, Atina D. Brooks, William J. Welch, Morteza G. Khaledi, Douglas M. Hawkins, S. Stanley Young, Kirtesh Patil, Gary W. Howell, Raymond T. Ng, Moody T. Chu
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory. Silico Biol. 11 (1-2) (2012)
Moody T. Chu, Matthew M. Lin
Dynamical System Characterization of the Central Path and Its Variants - A Revisit. SIAM J. Appl. Dyn. Syst. 10 (3) (2011)
Matthew M. Lin, Bo Dong, Moody T. Chu
Semi-definite programming techniques for structured quadratic inverse eigenvalue problems. Numer. Algorithms 53 (4) (2010)
Moody T. Chu, Shu-Fang Xu
Spectral decomposition of real symmetric quadratic λ-matrices and its applications. Math. Comput. 78 (265) (2009)
Delin Chu, Moody T. Chu, Wen-Wei Lin
Quadratic Model Updating with Symmetry, Positive Definiteness, and No Spill-Over. SIAM J. Matrix Anal. Appl. 31 (2) (2009)
Moody T. Chu, Matthew M. Lin
Low-Dimensional Polytope Approximation and Its Applications to Nonnegative Matrix Factorization. SIAM J. Sci. Comput. 30 (3) (2008)
C. T. Kelley, Li-Zhi Liao, Liqun Qi, Moody T. Chu, Jill P. Reese, C. Winton
Projected Pseudotransient Continuation. SIAM J. Numer. Anal. 46 (6) (2008)
Moody T. Chu, Nicoletta Del Buono, Bo Yu
Structured Quadratic Inverse Eigenvalue Problem, I. Serially Linked Systems. SIAM J. Sci. Comput. 29 (6) (2007)
Delin Chu, Moody T. Chu
Low rank update of singular values. Math. Comput. 75 (255) (2006)
Delin Chu, Moody T. Chu
Reachable Matrices by a QR Step with Shift. SIAM J. Appl. Dyn. Syst. 5 (1) (2006)
Moody T. Chu, Shu-Fang Xu
On computing minimal realizable spectral radii of non-negative matrices. Numer. Linear Algebra Appl. 12 (1) (2005)
Moody T. Chu, Nicoletta Del Buono, Luciano Lopez, Tiziano Politi
On the Low-Rank Approximation of Data on the Unit Sphere. SIAM J. Matrix Anal. Appl. 27 (1) (2005)
Moody T. Chu, Yuen-Cheng Kuo, Wen-Wei Lin
On Inverse Quadratic Eigenvalue Problems with Partially Prescribed Eigenstructure. SIAM J. Matrix Anal. Appl. 25 (4) (2004)
Moody T. Chu, Robert J. Plemmons
Real-Valued, Low Rank, Circulant Approximation. SIAM J. Matrix Anal. Appl. 24 (3) (2003)
Moody T. Chu, Robert Funderlic
The Centroid Decomposition: Relationships between Discrete Variational Decompositions and SVDs. SIAM J. Matrix Anal. Appl. 23 (4) (2002)
Moody T. Chu
A Fast Recursive Algorithm for Constructing Matrices with Prescribed Eigenvalues and Singular Values. SIAM J. Numer. Anal. 37 (3) (2000)
Moody T. Chu, Quanlin Guo
On the Least Squares Approximation of Symmetric-Definite Pencils Subject to Generalized Spectral Constraints. SIAM J. Matrix Anal. Appl. 19 (1) (1998)
Moody T. Chu
Inverse Eigenvalue Problems. SIAM Rev. 40 (1) (1998)
Moody T. Chu, Nickolay T. Trendafilov
On a differential equation approach to the weighted orthogonal Procrustes problem. Stat. Comput. 8 (2) (1998)
Moody T. Chu, Robert E. Funderlic, Gene H. Golub
Rank Modifications of Semidefinite Matrices Associated with a Secant Update Formula. SIAM J. Matrix Anal. Appl. 20 (2) (1998)
Moody T. Chu, Quanlin Guo
A Numerical Method for the Inverse Stochastic Spectrum Problem. SIAM J. Matrix Anal. Appl. 19 (4) (1998)
Moody T. Chu, Robert E. Funderlic, Gene H. Golub
On a Variational Formulation of the Generalized Singular Value Decomposition. SIAM J. Matrix Anal. Appl. 18 (4) (1997)
Moody T. Chu
Constructing a Hermitian Matrix from Its Diagonal Entries and Eigenvalues. SIAM J. Matrix Anal. Appl. 16 (1) (1995)
Moody T. Chu, Robert Funderlic, Gene H. Golub
A Rank-One Reduction Formula and Its Applications to Matrix Factorizations. SIAM Rev. 37 (4) (1995)
Moody T. Chu, Melissa A. Erbrecht
Symmetric Toeplitz Matrices with Two Prescribed Eigenpairs. SIAM J. Matrix Anal. Appl. 15 (2) (1994)
Moody T. Chu, J. Loren Watterson
On a Multivariate Eigenvalue Problem, Part I: Algebraic Theory and a Power Method. SIAM J. Sci. Comput. 14 (5) (1993)
Moody T. Chu
Symbolic calculation of the trace of the power of a tridiagonal matrix. Computing 35 (3-4) (1985)