changei@liberia.crd.ge.com (eric i chang) (08/24/89)
I am trying to use the Hopfield net to solve optimization problems and I am wondering if there has been any study on the convergence rate of the Hopfield net? Specifically, how does the convergence rate of the Hopfield net change with size of the problem? Hopfield and Tank mention that the net typically converges in a few cycles. But suppose one increases the size of the net ten times, would the convergence time stay the same? Any comments and references regarding this problem would be greatly appreciated. I will summarize the response on the net. Thank you! Eric Chang changei@crd.ge.com