A computer-implemented method and computer program product for selecting a
portfolio weight (subject to specified constraints) for each of a
plurality of assets of an optimal portfolio. A mean-variance efficient
frontier is calculated based on input data characterizing the defined
expected return and the defined standard deviation of return of each of
the plurality of assets. Multiple sets of optimization inputs are drawn
from a distribution of simulated optimization inputs consistent with the
defined expected return, the defined standard deviation of return of each
of the plurality of assets and then a simulated mean-variance efficient
frontier is computed for each set of optimization inputs. A
meta-resampled efficient frontier is determined as a statistical mean of
associated portfolios among the simulated mean-variance efficient
frontiers, and a portfolio weight is selected for each asset from the
meta-resampled efficient frontier according to a specified investment
objective. The number of simulations and the number of simulation periods
is determined on the basis of a specified level of forecast certainty.