1. A computer-implemented method for determining a synthetic gas-oil-ratio for a gas dominant fluid, the method comprising: optimizing a gas-oil-ratio database using a genetic algorithm and a multivariate regression simulator; and generating the synthetic gas-oil-ratio for the gas dominant fluid.