In most planning situations, a decision maker would frequently require knowledge about the stability of optimal solutions. Similarly, in PARETO OPTIMAL STOCHASTIC MINE PLANNING, a decision maker would require knowledge about the stability of the pareto optimal solution set and the preferred solution. This knowledge is gained through sensitivity analysis, and gives the decision maker an indication of the level of risk taken when a particular solution is preferred.