Title :
A fuzzy rate-of-return based model for portfolio selection and risk estimation
Author :
Petreska, Biljana R. ; Kolemisevska-Gugulovska, Tatjana D.
Author_Institution :
Sch. of Electr. Eng. & Inf. Technol., Methodius Univ., Skopje, Macedonia
Abstract :
Portfolio selection for strategic asset management is a crucial activity in many organizations. It is concerned with a complex process that usually involves a variety decision making situations. An approach is presented that incorporates fuzzy set and possibility theories, uncertainty management, and respective mathematical model development. The result of the proposed approach is compared with traditional portfolio selection model. This methodology has been useful in the management of assets against certain given liability and risk estimation of different portfolio structures. It also helps forming structured portfolios that will be more robust on the volatile markets.
Keywords :
fuzzy set theory; investment; linear programming; possibility theory; risk management; asset management; decision making; fuzzy linear programming; fuzzy numbers; fuzzy optimization; fuzzy rate-of-return based model; fuzzy set; portfolio selection model; possibility theories; respective mathematical model development; risk estimation; uncertainty management; volatile markets; Laboratories; Portfolios; fuzzy linear programming; fuzzy numbers; fuzzy optimization; portfolio selection; rate of return;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642278