5. Geometric portfolio option, d=500
We consider a portfolio of d stocks. We define an option with payoff equal to the difference between the geometric mean of their value at some time T and a strike price K (or zero if the difference is negative).
This option was suggested by Tan and Boyle. They believe that the effective dimension of this problem is as close as possible to the nominal dimension.