English  |  正體中文  |  简体中文  |  Items with full text/Total items : 17073/52102
Visitors : 12765448      Online Users : 154
RC Version 4.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Adv. Search
LoginUploadHelpAboutAdminister
政大機構典藏 > 理學院 > 應用數學系 > 學位論文 >  Item 140.119/52632

Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/52632

Title: 資產分類數限制下的投資組合最佳化模型
Portfolio optimization models with restricting the number of asset category
Authors: 廖得勳
Liao, Der Shiun
Contributors: 劉明郎
廖得勳
Liao, Der Shiun
Keywords: 投資組合
限制類股數
混合整數線性規劃
portfolio
stock category restriction
mixed-integer linear programming
Date: 2011
Issue Date: 2012-04-12T06:11:55Z
Abstract: 本論文研究股票分類與否對投資組合報酬有無差別,因此以目標規畫方式提出兩個混合整數線性規劃模型建立投資組合。在考量市場風險上,兩模型的差別在於一個是單股比重的限制,另一個是類股數目的限制。兩模型中均考慮交易數量為整數與實務中的交易成本,且採用了0-1決策變數,決定股票及類股的選取與否。並以台灣股票市場作為實證研究對象,探討兩模型投資組合在市場不同走勢下的表現,同時也觀察股票分類後,探討選幾個類股數會有較佳的績效,並分析投資組合建立後多久應該進行調整。
This thesis studies the effect of return of a portfolio while restricting the number of asset category. Two mixed-integer linear programming models are proposed by using the goal programming technique. In consideration of the risk, the difference between these two models is that one focuses on a single stock restriction, and the other is on the asset category restriction. The integer restriction and transaction cost are included in the model while using binary decision variable to indicate the selection of an asset and the selection a category. Finally, an empirical study will be presented by applying to Taiwan’s stock market. The performances of these two models are discussed. Moreover, the best number of category in the portfolio and the best timing of rebalance are also investigated.
Reference: Cai, X., K. L. Teo, X. Yang and X. Y. Zhou, Portfolio optimization under a minimax rule, Management Science 46, 957-972 (2000).
Feinstein, C. D. and M. N. Thapa, A reformulation of a mean-absolute deviation portfolio optimization model, Management Science 39, 1552-1553 (1993).
Konno, H. and H. Yamazaki, Mean-absolute deviation portfolio optimization model and its applications to Tokyo stock market, Management Science 37, 519-531 (1991).
Lee, S. M. and D. L. Chesser, Goal programming for portfolio selection, The Journal
of Portfolio Management Spring, 22-26 (1980).
Mansini, R. and M. G. Speranza, Heuristic algorithms for the portfolio selection problem with minimum transaction lots, European Journal of Operational Research 114, 219-233 (1999).
Markowitz, H., Portfolio selection, Journal of Finance 7, 77-91 (1952).
Meade, N. and G. R. Salkin, Index funds-construction and performance measurement, Journal of the Operational Research Society 40, 871-879 (1989).
Richard E. Rosenthal, GAMS-A User’s Guide, GAMS Development Corporation, Washington, DC, USA (2008).
Sharpe, W. F., A linear programming algorithm for mutual fund portfolio selection, Management Science 13, 499-510 (1967).
Sharpe, W. F., A linear programming approximation for the general portfolio analysis problem, Journal of Financial and Quantitative Analysis (December), 1263-1275 (1971).
Speranza, M. G., Linear programming models for portfolio optimization, Finance 14, 107-123 (1993).
Xia, Y., B. Liu, S. Wang and K. K. Lai, A model for portfolio selection with order of expected returns, Computers & Operations Research 27, 409-422 (2000).
Young, M. R., A minimax portfolio selection rule with linear programming solution, Management Science 44, 673-683 (1998).
王靜亮,成長基金的最佳化模型,國立政治大學應用數學系碩士論文,民國96年。
朱志達,超越指數績效的投資組合最佳化模型,國立政治大學應用數學系碩士論文,民國99年。
Description: 碩士
國立政治大學
應用數學系數學教學碩士在職專班
98972006
100
Source URI: http://thesis.lib.nccu.edu.tw/record/#G0098972006
學位論文
thesis
Appears in Collections:[應用數學系] 學位論文

Files in This Item:

There are no files associated with this item.



All items in 政大典藏 are protected by copyright, with all rights reserved.

 


著作權政策宣告
1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施
DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback