Mathematics, Optimization, Data Science, Machine Learning, Duality.
identity matrix in front of it. This does not change the equation Ax + s = b by one bit, since multiplying a vector by the identity matrix still returns the vector itself. 3. However, the introduction of the identity matrix allows us to stack the matrices A and I together horizontally, and the