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Solve an Omega ratio portfolio problem as a nonlinear program Maximize (E(R)-tau)/E(max(0,tau - R)), where the random variable R is the portfolio return, and tau is a give target, such as the risk free rate of return. The Omega ratio is sometimes suggested as an alternative to the Sharpe ratio, when the distribution of R is very asymmetric;