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A simple and efficient algorithm for fused lasso signal approximator with convex loss function
A New Iterative Method for Finding Approximate Inverses of Complex Matrices
his paper presents a new iterative method for computing the approximate inverse of non-singular matrices. The analytical discussion of the method is included to demonstrate its convergence behavior. As a matter of fact, ...
The Modified VIM for Certain Type of the Nonlinear Two-Point Boundary Value Problems
. For problems where convergence rate of the original VIM is slow, the method can be readily improved to increase convergence rate. Convergence analysis and error bounds are discussed. Finally, applicability of the proposed method and accuracy are examined...
A fast Incremental Kernel Principal Component Analysis for data streams
A family of Chaplygin-type solvers for Itô stochastic differential equations
The objective of this study is to contribute a general family for solving Itô-type stochastic ordinary differential equations. The proposed scheme is implicit and comprises a free parameter. Theoretical aspects
are ...
A new Bernoulli matrix method for solving second order linear partial differential equations with the convergence analysis
In this paper, a new matrix approach for solving second order linear partial differential equations (PDEs) under given initial conditions has been proposed. The basic idea includes integrating from the considered PDEs and ...
Application of image processing in the detection of printed circuit board
Convergence analysis of Bernoulli matrix aproach for one-dimensional matrix hyperbolic equations of the first order
In this paper, an approximate approach based on Bernoulli operational matrices has been
presented to obtain the numerical solution of first-order matrix hyperbolic partial differential
equations under the ...