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Robust portfolio selection based on a multi-stage scenario tree.

Shen Ruijun. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 72-74). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgement --- p.ii / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Portfolio Selection Problem --- p.1 / Chapter 1.1.1 --- The Mean-Variance Approach --- p.1 / Chapter 1.1.2 --- The Utility Function Approach --- p.2 / Chapter 1.2 --- Conic Programming and Duality Theory --- p.3 / Chapter 1.2.1 --- Cones and Conic Programming --- p.3 / Chapter 1.2.2 --- Second Order Cones --- p.4 / Chapter 1.3 --- Uncertainties and Robust Optimization --- p.5 / Chapter 1.4 --- Problem Formulation --- p.8 / Chapter 1.4.1 --- Utility Approach Based on a Single-Stage Tree --- p.8 / Chapter 1.4.2 --- Utility Approach Based on a Two-St age Tree --- p.10 / Chapter 1.4.3 --- Robust Counterpart of the Single-Stage Model --- p.14 / Chapter 1.4.4 --- Robust Counterpart of the Two-Stage Model --- p.16 / Chapter 2 --- Single-Stage Robust Selection --- p.20 / Chapter 2.1 --- A Specific Model --- p.20 / Chapter 2.1.1 --- Assumptions --- p.20 / Chapter 2.1.2 --- Formulation of the Model --- p.21 / Chapter 2.1.3 --- Solution for the Model --- p.22 / Chapter 2.2 --- The General Model --- p.26 / Chapter 2.2.1 --- Assumptions --- p.26 / Chapter 2.2.2 --- Solving the model --- p.27 / Chapter 3 --- Results on Two-Stage Models --- p.30 / Chapter 3.1 --- A Specific Two-Stage Robust Model --- p.30 / Chapter 3.1.1 --- Assumptions --- p.30 / Chapter 3.1.2 --- Formulation of the model --- p.32 / Chapter 3.1.3 --- Solution for the Model --- p.33 / Chapter 3.2 --- The General Two-Stage Robust Model --- p.40 / Chapter 3.2.1 --- Assumptions --- p.40 / Chapter 3.2.2 --- Solution for the Model --- p.41 / Chapter 3.2.3 --- General Model with Ellipsoidal Uncertainty Sets --- p.45 / Chapter 4 --- Numerical Results --- p.53 / Chapter 4.1 --- Scenario Tree Generation --- p.53 / Chapter 4.2 --- Numerical Results for the problem (SRP2) --- p.56 / Chapter 5 --- Conclusion --- p.67 / Chapter A --- Equation Derivation --- p.69 / Bibliography --- p.72

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_325443
Date January 2005
ContributorsShen, Ruijun., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, vii, 74 leaves : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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