کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5054629 1476533 2013 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multi-period portfolio optimization under possibility measures
ترجمه فارسی عنوان
بهینه سازی نمونه چند دوره ای تحت شرایط امکان سنجی
موضوعات مرتبط
علوم انسانی و اجتماعی اقتصاد، اقتصادسنجی و امور مالی اقتصاد و اقتصادسنجی
چکیده انگلیسی


- We formulate the possibilistic mean and variance for multi-period terminal wealth.
- The derivations are obtained by using the central value operator of fuzzy numbers.
- We originally develop a class of multi-period fuzzy portfolio optimization models.
- We present a PSO algorithm to obtain the optimal multi-period strategy.

A single-period portfolio selection theory provides optimal tradeoff between the mean and the variance of the portfolio return for a future period. However, in a real investment process, the investment horizon is usually multi-period and the investor needs to rebalance his position from time to time. Hence it is natural to extend the single-period fuzzy portfolio selection to the multi-period case based on the possibility theory. In this paper, we propose the possibilistic expected value and variance for the terminal wealth with fuzzy forms after T periods by using the central value operator. Classes of multi-period possibilistic mean-variance models are formulated originally under the assumption that the proceeds of risky assets are fuzzy variables. Besides, we apply a particle swarm optimization algorithm to solve the proposed multi-period fuzzy portfolio selection models. A numerical example is given to illustrate the performance of the proposed models and algorithm.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Economic Modelling - Volume 35, September 2013, Pages 401-408
نویسندگان
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