May 20th, 2004, 6:06 am
The answers to your question are very simple:1)>"With the implied surface, what is the value of the Heston or VG parameters?" There are no Heston or VG parameters that would match your surface exactly in any 'global' metric. Depending on the metric chosen, the problem of fitting approximate Heston model parameters may be ill-posed or well-posed.2)>"And why do I obtain different values when taking different starting values?" Because the metric you use leads to an ill-posed problem. You can get all the optimizers you want but your optimization problem has miltiple local minima and which of them is global depends, among other things, on subtle properties of the algorithm you use to generate the vol surface, not on the market. With a good optimizer, you will find the global minima today, but tomorrow something will change a bit and the global minima will jump to another point.3) >"it seems that you've never had such a prob because for you a local min is a min". Where did you read that???Anyway, I give up. Good luck in finding the optimizer.