> If the hills and valleys aren't too close together
That’s a big “if”.
At least it will catch those valleys that are wider than the sampling resolution.
Yeah. The problem is that the number of samples needed is exponential in the dimension, so in a 1000-dimensional space, you won’t even be able to subdivide it into 2×…×2.
Damn.