學術產出-學位論文

題名 調整指數基金的最小成本模型
Minimal Cost Index Fund Rebalence Problem
作者 蘇代利
貢獻者 劉明郎
Liu Ming-Long
蘇代利
關鍵詞 指數基金
混合整數線性規劃
台灣50指數
index fund
mixed integer linear program
Taiwan 50 index
日期 2003
上傳時間 17-九月-2009 13:45:32 (UTC+8)
摘要 通常已建立的指數基金,經過一段時間後其追蹤指數的效能已經無法滿足初期建購時的要求,此時管理者便面臨指數基金投資組合的調整問題。本論文融合建構指數基金的方法及最小化交易成本的概念,提出一個新的混合整數線性規劃模型以調整指數基金投資組合。模型亦考慮實務中交易成本、最小交易單位及批量、固定交易費用比率、以及資產總類數等限制。因此,模型包含整數變數及二元變數,求解也較為困難許多。本論文以啟發式演算法增進求解的效率,並以台灣50指數的相關資料做為實證研究的對象。
The efficiency of index-tracking in index fund, which has been built, has usually been incapable to meet the needs after a period of time. In this moment, the managers have to face with the problems of the adjusting for index fund portfolio. In this paper, we integrate the methods of constructing index fund and the concepts of minimum transaction cost with it, and propose a new mixed integer linear program model to adjust the index fund portfolio. Moreover, the model also considers some limitations, such as the transaction costs, minimum transaction units and lots, fixed proportional transaction rates, and cardinality constraint in practical operating. For this reason, a set of integer variables and binary variables are introduced. However, they increase the computational complexity in model solution. Due to the difficulty of the MILP problem, a heuristic algorithm has been developed for the solution. The computational results are presented by applying the model to the Taiwan 50 index.
參考文獻 Andrews, C., D. Ford, and K. Mallinson, The design of index funds and alternative methods of replication, The Investment Analyst 82 (October), 16-23 (1986).
Best, M. J. and R. R. Grauer, Sensitivity analysis for mean-variance portfolio problems, Management Science 37, 980-989 (1991).
Brooke, A., D. Kendrick, and A. Meeraus (1988), GAMS-A User’s Guide, The Scientific Press, Redwood City, CA.
Cai, X., K. L. Teo, X. Yang and X. Y. Zhou, Portfolio optimization under a minimax rule, Management Science 46, 957-972 (2000).
Cooper, W.W., V. Lelas, and T. Sueyoshi, Goal programming models and their duality relations for use in evaluating security portfolio and regression relations, European Journal of Operational Research 98, 431-443 (1997).
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).
Konno, H., H. Shirakawa, and H. Yamazaki, A mean-absolute deviation-skewness portfolio optimization model, Annals of Operations Research 45, 205-220 (1993).
Konno, H. and A. Wijayanayake, Portfolio optimization problem under concave transaction costs and minimal transaction unit constraints, Mathematical Programming, Series B 89, 233-250 (2001).
Konno, H. and R. Yamamoto, Minimal concave cost rebalance of a portfolio to the efficient frontier, Mathematical Programming, Series B 97, 571-585 (2003).
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).
Rudd, A., Optimal selection of passive portfolios, Financial Management (Spring), 57-66 (1980).
Sharpe, W. F., A linear programming approximation for the general portfolio analysis problem, Journal of Financial and Quantitative Analysis (December), 1263-1275 (1971).
Simaan, Y., Estimation risk in portfolio selection: the mean variance model versus the mean absolute deviation model, Management Science 43 (October), 1437-1446 (1997).
Speranza, M. G., Linear programming models for portfolio optimization, Finance 14, 107-123 (1993).
Speranza, M. G., A heuristic algorithm for a portfolio optimization model applied to the Milan stock market, Computers & Operations Research 5, 433-441 (1996).
Tabata, Y. and E. Takeda, Bicriteria optimization problem of designing an index fund, Journal of Operational Research Society 46, 1023-1032 (1995).
Toy, W. W. and M. A. Zurack, Tracking the Euro-Pac Index, Journal of Portfolio Management (Winter), 55-58 (1989).
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).
莊智祥,使用目標規劃建立指數基金,國立政治大學應用數學研究所碩士論文 (民87)。
白惠琦,指數基金追蹤模型的最佳化,國立政治大學應用數學研究所碩士論文 (民91)。
歐宏杰、賴朝隆、與劉宗聖,台灣50指數ETF投資實務,秀威資訊科技股份有限公司,台北(民92)。
描述 碩士
國立政治大學
應用數學研究所
90751014
92
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0090751014
資料類型 thesis
dc.contributor.advisor 劉明郎zh_TW
dc.contributor.advisor Liu Ming-Longen_US
dc.contributor.author (作者) 蘇代利zh_TW
dc.creator (作者) 蘇代利zh_TW
dc.date (日期) 2003en_US
dc.date.accessioned 17-九月-2009 13:45:32 (UTC+8)-
dc.date.available 17-九月-2009 13:45:32 (UTC+8)-
dc.date.issued (上傳時間) 17-九月-2009 13:45:32 (UTC+8)-
dc.identifier (其他 識別碼) G0090751014en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/32564-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 應用數學研究所zh_TW
dc.description (描述) 90751014zh_TW
dc.description (描述) 92zh_TW
dc.description.abstract (摘要) 通常已建立的指數基金,經過一段時間後其追蹤指數的效能已經無法滿足初期建購時的要求,此時管理者便面臨指數基金投資組合的調整問題。本論文融合建構指數基金的方法及最小化交易成本的概念,提出一個新的混合整數線性規劃模型以調整指數基金投資組合。模型亦考慮實務中交易成本、最小交易單位及批量、固定交易費用比率、以及資產總類數等限制。因此,模型包含整數變數及二元變數,求解也較為困難許多。本論文以啟發式演算法增進求解的效率,並以台灣50指數的相關資料做為實證研究的對象。zh_TW
dc.description.abstract (摘要) The efficiency of index-tracking in index fund, which has been built, has usually been incapable to meet the needs after a period of time. In this moment, the managers have to face with the problems of the adjusting for index fund portfolio. In this paper, we integrate the methods of constructing index fund and the concepts of minimum transaction cost with it, and propose a new mixed integer linear program model to adjust the index fund portfolio. Moreover, the model also considers some limitations, such as the transaction costs, minimum transaction units and lots, fixed proportional transaction rates, and cardinality constraint in practical operating. For this reason, a set of integer variables and binary variables are introduced. However, they increase the computational complexity in model solution. Due to the difficulty of the MILP problem, a heuristic algorithm has been developed for the solution. The computational results are presented by applying the model to the Taiwan 50 index.en_US
dc.description.tableofcontents 摘要 III
ABSTRACT IV
表目錄 VI
圖目錄 VII

第一章 緒論 1
1.1前言 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 11
3.1 投資組合的數學模型 11
3.2 指數基金的數學模型 19

第四章 調整指數基金的數學模型與演算法 23
4.1調整投資組合的數學模型 23
4.2調整指數基金的數學模型 26
4.3 演算法 31

第五章 實證研究 33

第六章 結論與建議 38

參考文獻 39
zh_TW
dc.format.extent 10508 bytes-
dc.format.extent 14666 bytes-
dc.format.extent 14332 bytes-
dc.format.extent 16148 bytes-
dc.format.extent 35767 bytes-
dc.format.extent 56303 bytes-
dc.format.extent 45491 bytes-
dc.format.extent 238303 bytes-
dc.format.extent 11713 bytes-
dc.format.extent 17957 bytes-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0090751014en_US
dc.subject (關鍵詞) 指數基金zh_TW
dc.subject (關鍵詞) 混合整數線性規劃zh_TW
dc.subject (關鍵詞) 台灣50指數zh_TW
dc.subject (關鍵詞) index funden_US
dc.subject (關鍵詞) mixed integer linear programen_US
dc.subject (關鍵詞) Taiwan 50 indexen_US
dc.title (題名) 調整指數基金的最小成本模型zh_TW
dc.title (題名) Minimal Cost Index Fund Rebalence Problemen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Andrews, C., D. Ford, and K. Mallinson, The design of index funds and alternative methods of replication, The Investment Analyst 82 (October), 16-23 (1986).zh_TW
dc.relation.reference (參考文獻) Best, M. J. and R. R. Grauer, Sensitivity analysis for mean-variance portfolio problems, Management Science 37, 980-989 (1991).zh_TW
dc.relation.reference (參考文獻) Brooke, A., D. Kendrick, and A. Meeraus (1988), GAMS-A User’s Guide, The Scientific Press, Redwood City, CA.zh_TW
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) Cooper, W.W., V. Lelas, and T. Sueyoshi, Goal programming models and their duality relations for use in evaluating security portfolio and regression relations, European Journal of Operational Research 98, 431-443 (1997).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) Konno, H., H. Shirakawa, and H. Yamazaki, A mean-absolute deviation-skewness portfolio optimization model, Annals of Operations Research 45, 205-220 (1993).zh_TW
dc.relation.reference (參考文獻) Konno, H. and A. Wijayanayake, Portfolio optimization problem under concave transaction costs and minimal transaction unit constraints, Mathematical Programming, Series B 89, 233-250 (2001).zh_TW
dc.relation.reference (參考文獻) Konno, H. and R. Yamamoto, Minimal concave cost rebalance of a portfolio to the efficient frontier, Mathematical Programming, Series B 97, 571-585 (2003).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) Rudd, A., Optimal selection of passive portfolios, Financial Management (Spring), 57-66 (1980).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) Simaan, Y., Estimation risk in portfolio selection: the mean variance model versus the mean absolute deviation model, Management Science 43 (October), 1437-1446 (1997).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) Speranza, M. G., A heuristic algorithm for a portfolio optimization model applied to the Milan stock market, Computers & Operations Research 5, 433-441 (1996).zh_TW
dc.relation.reference (參考文獻) Tabata, Y. and E. Takeda, Bicriteria optimization problem of designing an index fund, Journal of Operational Research Society 46, 1023-1032 (1995).zh_TW
dc.relation.reference (參考文獻) Toy, W. W. and M. A. Zurack, Tracking the Euro-Pac Index, Journal of Portfolio Management (Winter), 55-58 (1989).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) 莊智祥,使用目標規劃建立指數基金,國立政治大學應用數學研究所碩士論文 (民87)。zh_TW
dc.relation.reference (參考文獻) 白惠琦,指數基金追蹤模型的最佳化,國立政治大學應用數學研究所碩士論文 (民91)。zh_TW
dc.relation.reference (參考文獻) 歐宏杰、賴朝隆、與劉宗聖,台灣50指數ETF投資實務,秀威資訊科技股份有限公司,台北(民92)。zh_TW