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SYSTEMS AND METHODS FOR MULTI-OBJECTIVE PORTFOLIO ANALYSIS AND DECISION-MAKING USING VISUALIZATION TECHNIQUES

机译:使用可视化技术进行多目标投资组合分析和决策的系统和方法

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 sequentially comprising: generating a non-dominated solution set in a space; applying a first set of user-specified constraints to reduce the solutions in the non-dominated solution set to a solution subset; and executing a series of local tradeoffs on the solution subset to result in a resulting solution subset, the local tradeoffs being performed in a lower dimension performance space as compared to the space, and the solution subset 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,本发明提供了一种基于竞争目标和构成投资组合问题的多个约束条件,用于投资决策的多目标投资组合优化的方法,该方法依次包括:在空间中生成非支配解集;应用第一组用户指定的约束,以将非主导解决方案集中的解决方案缩减为解决方案子集;在该解决方案子集上执行一系列局部权衡,以得到结果的解决方案子集,与该空间相比,该局部权衡在较低维度的性能空间中执行,并且该解决方案子集用于投资决策。

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