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cubefox 3 days ago

What about sampling at low resolution? If the hills and valleys aren't too close together, this should give a good indication of where the global minimum is.

xigoi 3 days ago | parent [-]

> If the hills and valleys aren't too close together

That’s a big “if”.

cubefox 3 days ago | parent [-]

At least it will catch those valleys that are wider than the sampling resolution.

xigoi 3 days ago | parent [-]

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.

cubefox 3 days ago | parent [-]

Damn.