Algoritmos sobre Álgebra Linear Computacional

My Matlab Ph.D. thesis coding project: the enhanced version of Tree-like Divide to Simplify (T-DTS) ANN (AI/ML) structure-based tool used for classification tasks. The credits: the v.1.0 was developed by Dr. M. Rybnik under supervision of Prof. K. Madani

Mutual information least-dependent component analysis

COMPILES: Computational package for COMPutIng anaLytic positivE Steady states. steadyState.m is placed on this page as a preview of the code; the same file is included in COMPILES.zip

Multi-Objective Evolutionary Algorithm based on Decomposition (MOEA/D) in MATLAB

COMPILES: Computational package for COMPutIng anaLytic positivE Steady states. steadyState.m is placed on this page as a preview of the code; the same file is included in COMPILES.zip

Tree-Tensor-Network State for Bosons

MATLAB code with examples of SOS chordal decomposition for polynomial matrix inequalities with sparsity

Support for modular development with Simulink models

SP-TFF code package aims to present a methodology for high-resolution polarization analysis and filtering of seismic signals in the TF-domain. The main developments in this research work are: (a) reformulation of the eigenvalue decomposition polarization analysis (EDPA) in TF-domain, (b) combining the SP-TFR to the formulation to obtain high-res…

Methods in numerical analysis. Includes: Lagrange interpolation, Chebyshev polynomials for optimal node spacing, iterative techniques to solve linear systems (Gauss-Seidel, Jacobi, SOR), SVD, PCA, and more.