Select Optimal Portfolio of Stock in Companies Listed at Tehran Stock Exchange
Subject Areas : Financial Knowledge of Securities AnalysisRoya Darabi 1 * , S. Hesam Vaghfi 2 , S. Javad Habibzadeh 3 , Mahnaz Ahangari 4
1 - دانشیار حسابداری، دانشگاه آزاد اسلامی واحد تهران جنوب
2 - مربی حسابداری ،دانشگاه پیام نور
3 - کارشناس ارشد حسابداری
4 - دانشجوی دکترای حسابداری دانشگاه علامه طباطبایی
Keywords: Stock Basket, ICDE algorithm, Risk and Return,
Abstract :
Portfolio is combination of assets by an investor for investment. Process of selecting optimal stock basket is one of issue, which is paid attention by scholars. Various criteria of this process have changed by the time and this condition is necessary as optimal for making decision. Several criteria are included in selecting stock basket and it is necessary to use optimal tools for making better decision. Aim of this research is creating intelligent model in order to select optimal stock basket throughout adjusted differential evolution algorithm. Thus, we investigated risk and returns of companies listed at Tehran stock exchange annually. Sample study of research includes 102 companies during 2009 and 2013. Results of research showed that selected model by considering interaction between risk and expected return leads to selected optimal stock basket
* آذر، عادل، معماریانی، عزیزا...(1376)"برنامه ریزی شولاتکنیکی نوین برای برنامه ریزان"، نشریه علمی دانشگاه شاهد، شماره 9 و10.
* اسلامیبیدگلی، غلامرضا و احسان طیبی ثانی(1393)" بهینه سازی سبدسرمایه گذاری بر اساس ارزش در معرض ریسک " مجله مهندسی مالی و مدیریت اوراق بهادار- شماره 18- بهار 1393،صص163-183
* افشارکاظم، محمدعلی،میرفیض فلاح شمس و مرضیه کارگر(1393)" تدوین مدلی جدید برای بهینه سازی پرتفوی بورس با استفاده ازروش مارکوویتز واصلاح آن توسط مدل کسینوسها وحل آن توسط الگوریتم ژنتیک " مجله مهندسی مالی و مدیریت اوراق بهادار- شماره 18- بهار 1393،صص80-104
* Feiring, B. R., Lee, S. W. (1996). A chance-constrained approach to stock selection in hong kong. International Journal of Systems Science.vol 27,no1,3341.
* Guang-Feng Deng , Woo-Tsong Lin, Chih-Chung Lo(2013)" Markowitz-based portfolio selection with cardinality constraints using improved particle swarm optimization "Expert Systems with Applications.vol 40 .no 2,pp:4558–4566
* Kandasamy, Hari, (2008), Portfolio Selection Under Unequal Prioritized Downside Risk, Advisor: Kostreva, Michael M., The Degree Doctor of Philosophy Mathematical Sciences, Department of Mathematical Science, Clemson University.
* Konno, H.,Yamazaki, H. (1991). Mean-absolute deviation portfolio optimization model and its applications to tokyo stock market. Management Science, vol 37.no 5 .519-531.
* Levy,H; Levy, M (2014) “The benefits of differential variance-based constraints in portfolio optimization” European Journal of Operational Research, Volume 234, Issue 2, PP. 372-381
* Markowitz, H. (1952). Portfolio selection. Journal of Finance, vol 7, no 1 .pp:7-91.
* Markowitz, H. (1959). Portfolio Allocation: E_cient Diversi_cation of Investments, John Wiley & Sons, Inc., New York. A Cowles Foundation Monograph.
* Markowitz, H. (1991). Foundations of portfolio theory. Journal of Finance.vol 46. No 2 . pp :469-477.
* Papahristodoulou, C, Dotzauer, E. (2004). Optimal portfolios using linear programming problems. Journal of the Operations Research Society, vol 55. No 11.pp:1169-1177.
* Speranza, M. Grazia. (1995). A Heuristics Algorithm for A Portfolio Optimization Model Applied To the Milan Stock Market, Computer and Ops Res, vol 5. No4 .pp: 433-441.
* Tang, W., Han, Q., Li, G. (2001). The portfolio selection problems with chance- constrained. In Systems, Man, and Cybernetics IEEE International Conference on, vol 4.no 12.pp: 2674-2679
* Yong, L., Zhang, W, Zhang, P. (2013) “A multi-period portfolio selection optimization model by using interval analysis” Economic Modelling, Volume 33, PP. 113-119