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SYSTEMS AND METHODS FOR MULTI-OBJECTIVE PORTFOLIO OPTIMIZATION

机译:用于多目标组合优化的系统和方法

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: generating an initial population of solutions of portfolio allocations; performing a first multi-objective process, based on the initial population and the competing objectives, to generate a first interim efficient frontier; performing a second multi-objective process, based on the initial population and the competing objectives, to generate a second interim efficient frontier; and fusing the first interim efficient frontier with the second interim efficient frontier to create an augmented efficient frontier for use 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,本发明提供了一种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:产生投资组合分配的解的初始种群;以及根据初始人口和竞争目标执行第一个多目标过程,以生成第一个临时有效边界;根据初始人口和竞争目标执行第二个多目标过程,以生成第二个临时有效边界;并将第一临时有效边界与第二临时有效边界融合以创建用于投资决策的增强型有效边界。

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