Handling uncertainty through confidence intervals in portfolio optimization

Swarm and Evolutionary Computation, pp. 774-787, 2019.

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Abstract:

Abstract The approach proposed here uses evolutionary algorithms combined with interval analysis to optimize the allocation of resources in portfolio optimization. The proposal uses probabilistic confidence intervals to characterize the solutions. Such characterization allows the investor to consider not only the expected impact of the ...More

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