دانلود مقاله ISI انگلیسی شماره 96558
ترجمه فارسی عنوان مقاله

یک چارچوب یکپارچه ترکیبی فازی برای بهینه سازی نمونه کارها در بانکداری خصوصی

عنوان انگلیسی
A fuzzy hybrid integrated framework for portfolio optimization in private banking
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
96558 2018 24 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 92, February 2018, Pages 350-362

ترجمه کلمات کلیدی
یا در بانکداری، تجزیه و تحلیل سرمایه گذاری، مجموعه های فازی تصمیم گیری چندگانه چندگانه، برنامه نویسی چندگانه،
کلمات کلیدی انگلیسی
OR in banking; Investment analysis; Fuzzy sets; Multiple attribute decision making; Multiple objective programming;
پیش نمایش مقاله
پیش نمایش مقاله  یک چارچوب یکپارچه ترکیبی فازی برای بهینه سازی نمونه کارها در بانکداری خصوصی

چکیده انگلیسی

Decision-making processes in private banking must comply with standards for risk management and transparency enforced by banking regulations. Therefore, investors must be supported throughout a risk-informed decision process. This paper contributes to the literature by presenting a hybrid integrated framework that considers personal features of the investor and additional characteristics imposed by regulations, for which linguistic evaluations are used with regard to risk exposure. The proposed approach for personal investment portfolios considers legal aspects and investor’s preferences as an input to the novel fuzzy multiple-attribute decision making approach for sorting problems proposed in this paper, called FTOPSIS-Class. Then, the next step of the proposed framework uses the sorting results for a fuzzy multi-objective optimization model that considers the risk and return associated with the investor’s profile over three objectives. The contributions of this paper are illustrated and validated by using a numerical application in line with a new trend for modern portfolio theory which enables a real world investor’s characteristics to be considered throughout the decision-making process.