Here the stationary point is the origin, of value two. The Taylor expansion is
Thus nearby level curves are approximately concentric circles. Globally the level curves above two are closed around the unique minimum, symmetric under interchanging and , but not under changing either coordinate's sign. The faster exponential growth for positive coordinates compresses the curves on their positive sides.
Figure 1.
Exponential level curves and gradient directions for a minimum and a saddle
. Both panels show . Left: has nested level curves around its minimum of value two. Right: has saddle-shaped level curves around value zero. Arrows show normalized gradient directions near the origin. Details.

Articles by others on the same topic (0)

There are currently no matching articles.