Abstract: In this paper, a new block adaptive filtering algorithm, based on the Conjugate Gradient (CG) method of optimization, is proposed. A Toeplitz approximation of the autocorrelation matrix is ...

Conjugate gradient methods form a class of iterative algorithms that are highly effective for solving large‐scale unconstrained optimisation problems. They achieve efficiency by constructing search ...

Abstract: This paper presents a recursive least-squares (RLS) adaptive algorithm for acoustic echo cancellation (AEC) based on the conjugate gradient (CG) line search method. The RLSCG method is ...

This project implements a Single Layer Neural Network (SLNN) from scratch using Matlab. It focuses on the theoretical application and practical comparison of unconstrained optimization algorithms ...

If the user wants to choose the size of the system of linear equation he wants to solve, he just have to open the bash script and change the N value indicated below. In addition, if he wants to change ...