Below is the graph of a quadratic function, showing where the function is increasing and decreasing. If we draw in the tangents to the curve, you will notice that if the gradient of the tangent is ...

Conjugate Gradient Method: An iterative method for solving systems of linear equations whose matrix is symmetric and positive-definite, often used in optimization. Sequential Quadratic Programming ...