Sui, Xin. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. / Includes bibliographical references (p. 91-97). / Abstracts in English and Chinese. / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- MAS-Based Resource Allocation Problems --- p.1 / Chapter 1.2 --- Combinatorial Auction As a Solution --- p.4 / Chapter 1.3 --- Strategy Issues --- p.5 / Chapter 1.4 --- Structure of This Work --- p.7 / Chapter 2 --- Combinatorial Auctions and Bidding Strategies --- p.9 / Chapter 2.1 --- Combinatorial Auctions for Resource Allocation --- p.9 / Chapter 2.2 --- Bidding Strategies in Combinatorial Auctions --- p.11 / Chapter 2.2.1 --- Berhault's Strategies --- p.11 / Chapter 2.2.2 --- An's Strategies --- p.13 / Chapter 2.2.3 --- Schwind´ةs Strategies --- p.15 / Chapter 2.2.4 --- Wilenius´ةs Strategy --- p.17 / Chapter 2.2.5 --- Overview of Previous Strategies --- p.18 / Chapter 3 --- An Adaptive Bidding Strategy in Static Markets --- p.21 / Chapter 3.1 --- Basic Concepts --- p.22 / Chapter 3.2 --- The Core Algorithm --- p.24 / Chapter 3.3 --- Experimental Evaluation --- p.31 / Chapter 3.3.1 --- Experiment Setup --- p.32 / Chapter 3.3.2 --- Experiment Results and Analysis --- p.33 / Chapter 4 --- An Adaptive Bidding Strategy in Dynamic Markets --- p.38 / Chapter 4.1 --- Basic Concepts --- p.39 / Chapter 4.2 --- The Core Algorithm --- p.42 / Chapter 4.3 --- Experimental Evaluation --- p.48 / Chapter 4.3.1 --- Experiment Setup --- p.49 / Chapter 4.3.2 --- Experiment Results and Analysis --- p.51 / Chapter 5 --- A Q-Learning Based Adaptive Bidding Strategy in Static Mar-kets --- p.59 / Chapter 5.1 --- An Overview of Q-Learning --- p.60 / Chapter 5.2 --- Basic Concepts --- p.63 / Chapter 5.3 --- The Core Algorithm --- p.65 / Chapter 5.4 --- Experimental Evaluation --- p.70 / Chapter 5.4.1 --- Experiment Setup --- p.70 / Chapter 5.4.2 --- Experiment Results and Analysis --- p.72 / Chapter 6 --- Discussion --- p.82 / Chapter 6.1 --- Applicability of the Adaptive Strategies --- p.82 / Chapter 6.2 --- Generalization of the Adaptive Strategies --- p.83 / Chapter 7 --- Conclusion and Future Work --- p.86 / Chapter 7.1 --- Conclusion --- p.86 / Chapter 7.2 --- Future Work --- p.88 / Bibliography --- p.91
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_326722 |
| Date | January 2009 |
| Contributors | Sui, Xin., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, viii, 97 p. : ill. ; 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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