Portfolio optimization with incorporation of preferences and many criteria

Efrain Solares, E. Fernández, Jorge Navarro
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Abstract

Graphical Abstract Insert grafical abstract figure here Abstract. Portfolio optimization is one of the most addressed areas in operational research, mainly because of its practical relevance and interesting theoretical challenges. Recently, Solares et al . (2018) have proposed using probabilistic confidence intervals as criteria to select the most convenient portfolio. An approach following this idea allows the investor to consider not only the expected impact of the portfolios but also the risk of not obtaining that expected impact. Moreover, it identifies the behavior of the investor in presence of risk and gives her/him support depending on her/his own preferences. On the other hand, there are situations where the investor is not satisfied with the knowledge provided by probabilistic information (e.g., such information is precarious or the investor gives importance to other information, such as financial data). In this case, the investor may be interested in considering many criteria in order to select the most convenient portfolio.
结合偏好和许多标准的投资组合优化
在此插入图形抽象图形。投资组合优化是运筹学中最受关注的领域之一,主要是因为它具有实际的相关性和有趣的理论挑战。最近,Solares等人。(2018)提出使用概率置信区间作为选择最方便的投资组合的标准。遵循这一思想的方法允许投资者不仅考虑投资组合的预期影响,而且考虑无法获得预期影响的风险。此外,它识别投资者在存在风险时的行为,并根据他/她自己的偏好给予他/她支持。另一方面,投资者对概率信息所提供的知识并不满意(例如,这种信息是不稳定的,或者投资者重视其他信息,如财务数据)。在这种情况下,投资者可能有兴趣考虑许多标准,以选择最方便的投资组合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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