Title :
The Comparison of the Optimal Portfolio Corresponding to Different Weight Functions
Author_Institution :
Dept. of Math., Zhejiang Univ., Hangzhou, China
Abstract :
Correspond to Markowitz´s classical model and other models which derived from statistical instruments and a regular efficient market, the author deals with the returns on securities in fuzzy terms. On the basis of the weighted possibilistic means, we compare the interval-valued expectation caused by a class of weighted functions. And indicate different ambiguity averse practitioners can choose different weighted functions to optimal portfolio. Finally, an example is given to illustrate the behavior of the proposed method using real data from the Shanghai Stock Exchange.
Keywords :
fuzzy set theory; stock markets; Shanghai stock exchange; fuzzy term; interval-valued expectation; optimal portfolio; statistical instrument; weight function; weighted possibilistic means; Analytical models; Artificial neural networks; Gold; Optimization; Portfolios; Shape; Uncertainty; fuzzy mathematical programming; fuzzy set; interval-valued expectation; portfolio selection; risk analysis; semi-absolute deviation; weighted possibilistic mean;
Conference_Titel :
Business Intelligence and Financial Engineering (BIFE), 2010 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7575-9
DOI :
10.1109/BIFE.2010.54