Global Optimisation High-dimensional Optimisation To find the minimum or maximum of a function, f , the first intuition for a mathematician is to differentiate the function and let its derivative equal zero. Numerically, this can be achieved by gradient descent, which is an iterative approach to minimise a differentiable objective function by moving towards the direction of steepest descent. Mathematically, this can be written