Lei, Tian. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2011. / Includes bibliographical references (leaves 91-97). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgement --- p.v / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Background and Motivation --- p.1 / Chapter 1.2 --- Objectives and Contribution --- p.5 / Chapter 1.3 --- Thesis Organization --- p.6 / Chapter 2 --- Literature Review --- p.8 / Chapter 3 --- Mathematical Model --- p.15 / Chapter 3.1 --- Stock-out Based Substitution --- p.15 / Chapter 3.1.1 --- Customer Response to Stock-out --- p.15 / Chapter 3.1.2 --- Patterns of Substitution --- p.17 / Chapter 3.1.3 --- Demand Models under Substitution --- p.18 / Chapter 3.2 --- Model Description and Formulation --- p.23 / Chapter 3.2.1 --- Model Description --- p.23 / Chapter 3.2.2 --- Customer Demand Model --- p.25 / Chapter 3.2.3 --- Substitution Model Formulation --- p.27 / Chapter 3.3 --- Information Availability --- p.29 / Chapter 3.4 --- Summary and Discussion --- p.32 / Chapter 4 --- Parameter Estimation --- p.36 / Chapter 4.1 --- Preliminaries --- p.36 / Chapter 4.2 --- Estimation of Initial Probabilities --- p.38 / Chapter 4.3 --- Estimation of Substitution Probabilities --- p.41 / Chapter 4.3.1 --- Case I: Only One Product Unavailable --- p.41 / Chapter 4.3.2 --- Case II: Two Products Unavailable --- p.44 / Chapter 4.3.3 --- Case III: More than Two Products Unavailable --- p.47 / Chapter 4.4 --- Summary --- p.51 / Chapter 5 --- Numerical Examples --- p.53 / Chapter 5.1 --- Examples Based on Simulated Data --- p.54 / Chapter 5.1.1 --- Preliminary Numerical Example --- p.54 / Chapter 5.1.2 --- Performance under Different Substitution Forms --- p.63 / Chapter 5.1.3 --- Effects of Service Level --- p.67 / Chapter 5.1.4 --- Effects of Data Volume --- p.70 / Chapter 5.2 --- Real Case from Retail Industry --- p.72 / Chapter 5.2.1 --- Data --- p.72 / Chapter 5.2.2 --- Estimation Results and Further Discussion .. --- p.74 / Chapter 6 --- Concluding Remarks --- p.79 / Chapter Appendix A --- Data Sets for the Retail Market Example --- p.83 / Chapter Appendix B --- Conference Presentations --- p.90 / References --- p.91
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_327517 |
| Date | January 2011 |
| Contributors | Lei, Tian., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, xiii, 97 leaves : ill. (some col.) ; 30 cm. |
| Rights | Use 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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