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題名 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
作者 廖得勳
Liao, Der Shiun
貢獻者 劉明郎
廖得勳
Liao, Der Shiun
關鍵詞 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
日期 2011
上傳時間 12-Apr-2012 14:11:55 (UTC+8)
摘要 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.
誌謝 iv
     摘要 v
     Abstract vi
     目錄 vii
     表目錄 viii
     圖目錄 ix
     
     第一章 緒論 1
     1.1 研究動機 1
     1.2 研究目的與架構 3
     
     第二章 文獻回顧 4
     
     第三章 數學模型探討 8
     3.1 Markowitz 的模型 8
     3.2 Konno與Yamazaki的模型 10
     3.3 Speranza 的模型 13
     3.4 Young的模型 16
     3.5 Xia等之投資組合模型 18
     
     第四章 價值成長的投資組合數學規劃模型 19
     4.1 建立價值成長的投資組合模型 19
     4.2 股票分類限制下的價值成長投資組合模型 23
     
     第五章 實證研究 28
     5.1 探討模型A在不同期間的表現 29
     5.2 透過模型B觀察市場類股輪動變化 32
     5.3 探討模型B在不同期間的表現 39
     5.4 探討模型B(二類)的效用期 46
     
     第六章 結論與建議 49
     
     參考文獻 51
     
     附表 53
參考文獻 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。
描述 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
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0098972006
資料類型 thesis
dc.contributor.advisor 劉明郎zh_TW
dc.contributor.author (Authors) 廖得勳zh_TW
dc.contributor.author (Authors) Liao, Der Shiunen_US
dc.creator (作者) 廖得勳zh_TW
dc.creator (作者) Liao, Der Shiunen_US
dc.date (日期) 2011en_US
dc.date.accessioned 12-Apr-2012 14:11:55 (UTC+8)-
dc.date.available 12-Apr-2012 14:11:55 (UTC+8)-
dc.date.issued (上傳時間) 12-Apr-2012 14:11:55 (UTC+8)-
dc.identifier (Other Identifiers) G0098972006en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/52632-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 應用數學系數學教學碩士在職專班zh_TW
dc.description (描述) 98972006zh_TW
dc.description (描述) 100zh_TW
dc.description.abstract (摘要) 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。zh_TW
dc.description.abstract (摘要) 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.en_US
dc.description.abstract (摘要) 誌謝 iv
     摘要 v
     Abstract vi
     目錄 vii
     表目錄 viii
     圖目錄 ix
     
     第一章 緒論 1
     1.1 研究動機 1
     1.2 研究目的與架構 3
     
     第二章 文獻回顧 4
     
     第三章 數學模型探討 8
     3.1 Markowitz 的模型 8
     3.2 Konno與Yamazaki的模型 10
     3.3 Speranza 的模型 13
     3.4 Young的模型 16
     3.5 Xia等之投資組合模型 18
     
     第四章 價值成長的投資組合數學規劃模型 19
     4.1 建立價值成長的投資組合模型 19
     4.2 股票分類限制下的價值成長投資組合模型 23
     
     第五章 實證研究 28
     5.1 探討模型A在不同期間的表現 29
     5.2 透過模型B觀察市場類股輪動變化 32
     5.3 探討模型B在不同期間的表現 39
     5.4 探討模型B(二類)的效用期 46
     
     第六章 結論與建議 49
     
     參考文獻 51
     
     附表 53
-
dc.description.tableofcontents 誌謝 iv
     摘要 v
     Abstract vi
     目錄 vii
     表目錄 viii
     圖目錄 ix
     
     第一章 緒論 1
     1.1 研究動機 1
     1.2 研究目的與架構 3
     
     第二章 文獻回顧 4
     
     第三章 數學模型探討 8
     3.1 Markowitz 的模型 8
     3.2 Konno與Yamazaki的模型 10
     3.3 Speranza 的模型 13
     3.4 Young的模型 16
     3.5 Xia等之投資組合模型 18
     
     第四章 價值成長的投資組合數學規劃模型 19
     4.1 建立價值成長的投資組合模型 19
     4.2 股票分類限制下的價值成長投資組合模型 23
     
     第五章 實證研究 28
     5.1 探討模型A在不同期間的表現 29
     5.2 透過模型B觀察市場類股輪動變化 32
     5.3 探討模型B在不同期間的表現 39
     5.4 探討模型B(二類)的效用期 46
     
     第六章 結論與建議 49
     
     參考文獻 51
     
     附表 53
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0098972006en_US
dc.subject (關鍵詞) 投資組合zh_TW
dc.subject (關鍵詞) 限制類股數zh_TW
dc.subject (關鍵詞) 混合整數線性規劃zh_TW
dc.subject (關鍵詞) portfolioen_US
dc.subject (關鍵詞) stock category restrictionen_US
dc.subject (關鍵詞) mixed-integer linear programmingen_US
dc.title (題名) 資產分類數限制下的投資組合最佳化模型zh_TW
dc.title (題名) Portfolio optimization models with restricting the number of asset categoryen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Cai, X., K. L. Teo, X. Yang and X. Y. Zhou, Portfolio optimization under a minimax rule, Management Science 46, 957-972 (2000).zh_TW
dc.relation.reference (參考文獻) Feinstein, C. D. and M. N. Thapa, A reformulation of a mean-absolute deviation portfolio optimization model, Management Science 39, 1552-1553 (1993).zh_TW
dc.relation.reference (參考文獻) Konno, H. and H. Yamazaki, Mean-absolute deviation portfolio optimization model and its applications to Tokyo stock market, Management Science 37, 519-531 (1991).zh_TW
dc.relation.reference (參考文獻) Lee, S. M. and D. L. Chesser, Goal programming for portfolio selection, The Journalzh_TW
dc.relation.reference (參考文獻) of Portfolio Management Spring, 22-26 (1980).zh_TW
dc.relation.reference (參考文獻) 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).zh_TW
dc.relation.reference (參考文獻) Markowitz, H., Portfolio selection, Journal of Finance 7, 77-91 (1952).zh_TW
dc.relation.reference (參考文獻) Meade, N. and G. R. Salkin, Index funds-construction and performance measurement, Journal of the Operational Research Society 40, 871-879 (1989).zh_TW
dc.relation.reference (參考文獻) Richard E. Rosenthal, GAMS-A User’s Guide, GAMS Development Corporation, Washington, DC, USA (2008).zh_TW
dc.relation.reference (參考文獻) Sharpe, W. F., A linear programming algorithm for mutual fund portfolio selection, Management Science 13, 499-510 (1967).zh_TW
dc.relation.reference (參考文獻) Sharpe, W. F., A linear programming approximation for the general portfolio analysis problem, Journal of Financial and Quantitative Analysis (December), 1263-1275 (1971).zh_TW
dc.relation.reference (參考文獻) Speranza, M. G., Linear programming models for portfolio optimization, Finance 14, 107-123 (1993).zh_TW
dc.relation.reference (參考文獻) 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).zh_TW
dc.relation.reference (參考文獻) Young, M. R., A minimax portfolio selection rule with linear programming solution, Management Science 44, 673-683 (1998).zh_TW
dc.relation.reference (參考文獻) 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。zh_TW
dc.relation.reference (參考文獻) 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。zh_TW