GitHub

ibrahimabdelaal/Optimization-Revised-Simplex

This repository contains an implementation of the Revised Simplex Method, an algorithm used for solving linear programming optimization problems. The implementation is written in MATLAB. The Revised ...
GitHub

Revised Simplex Method for Solving Linear Programming Problems

This repository contains a scientific study and LaTeX report on the Revised Simplex Method, an efficient variant of the classical Simplex Algorithm for solving Linear Programming Problems (LPP). It ...
IEEE

Efficient Revised Simplex Method for SVM Training

Abstract: Existing active set methods reported in the literature for support vector machine (SVM) training must contend with singularities when solving for the search direction. When a singularity is ...
IEEE

A fast revised simplex method for SVM training

Abstract: Active set methods for training the support vector machines (SVM) are advantageous since they enable incremental training and, as we show in this research, do not exhibit exponentially ...