Saddle Point Simulation

How to Use

Hover over the surface to preview marble placement. Click to start the simulation.

Saddle Points and Local Minima in Optimization

A saddle point is a point on a surface where the slope is zero in all directions, but it's not a local maximum or minimum. In optimization, saddle points can pose challenges as they can appear to be solutions but are not optimal.

This simulation demonstrates how an object (the marble) moves on a saddle surface, potentially getting stuck in local minima. In optimization algorithms, this is analogous to how certain methods might converge to suboptimal solutions.