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SYSTEMS AND METHODS FOR EFFICIENT FRONTIER SUPPLEMENTATION IN MULTI-OBJECTIVE PORTFOLIO ANALYSIS

机译:多目标组合分析中有效前沿的系统和方法

摘要

The systems and methods of the invention are directed to portfolio optimization and related techniques. For example, the invention provides a method for multi-objective portfolio optimization for use in investment decisions based on competing objectives and a plurality of constraints constituting a portfolio problem, the method comprising: performing a first multi-objective optimization process, based on competing objectives, to generate an efficient frontier of possible solutions; observing the generated efficient frontier; based on the observing, identifying an area of the efficient frontier in which there is a gap; and effecting a gap filling process by which the efficient frontier is supplemented in the area of the gap, the efficient frontier being used in investment decisioning.
机译:本发明的系统和方法针对投资组合优化和相关技术。例如,本发明提供一种用于基于竞争目标和构成投资组合问题的多个约束的用于投资决策的多目标投资组合优化的方法,该方法包括:基于竞争目标执行第一多目标优化过程。 ,以产生可能解决方案的有效边界;观察产生的有效边界;根据观察结果,确定有效边界中存在差距的区域;以及实施缺口填补过程,通过该缺口补充在缺口区域中的有效边界,该有效边界被用于投资决策。

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