Optimization — the formal process by which decisions are made under conditions of uncertainty. Components of an optimization risk modeling exercise include a statement of the range of decision options, a representation of the uncertain conditions (usually in the form of probability distributions), a statement of constraints (usually in the form of limitations on the range of decision options), and a statement of the objective to be maximized (or minimized). An example of an optimization exercise is an asset allocation study.