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title page
ABSTRACT
Contents
Chapter 1. Introduction 11
1.1. Research Background 13
1.2. Scope and Objectives of the Research 17
Chapter 2. Literature Review 19
2.1. Combinatorial Auction 21
2.2. Combinatorial Auction Design 23
2.3. Agent based Combinatorial Auction 26
2.4. Automatic Model Formulation 27
Chapter 3. Combinatorial Auction Design Model 29
3.1. Market Architecture Design 32
3.2. Trading Rule Design 32
3.3. Decision Strategy Design 33
Chapter 4. Combinatorial Auction Design Methodology 35
4.1. Combinatorial Auction Design Factors 37
4.2. Market Architecture Design 38
4.3. Trading Rule Design 44
4.4. Decision Strategy Design 52
4.4.1. Bidding Strategy 52
4.4.2. Bid Selection Strategy 54
4.4.3. Auctioneer Selection Strategy 61
Chapter 5. Design of N-BOCA 69
5.1. Desired Features of N-BOCA 71
5.2. N-BOCA System Types 73
5.3. Intermediary based N-BOCA System 74
Chapter 6. Prototype of N-BOCA 81
Chapter 7. Performance Evaluation 99
7.1. Test Data 101
7.2. Comparison of the Performance 104
Chapter 8. Conclusions and Roads Ahead 113
8.1. Contribution of the Research 115
8.2. further Research Directions 117
Summary in Korean 121
References 123
Appendix. JAVA Source Codes of prototype for N-BOCA 133
Acknowledgement 173
Curriculum Vitae 176
Table 4-1. Factors for Combinatorial Auction Market Architecture Design 40
Table 4-2. Combinatorial Auction Market Architecture Types 43
Table 4-3. Factors for Combinatorial Auction Trading Rule Design 46
Table 4-4. Combinatorial Auction Process Types 47
Table 4-5. Factors for Bidding Strategy 54
Table 4-6. Factors for Bid Selection 57
Table 4-7. Factors for Auctioneer Selection 63
Table 5-1. Components of the Intermediary 76
Table 5-2. Model Components in the LINGO Format 78
Table 7-1. Seller Items 102
Table 7-2. Buyers' Bid Requirements 103
Figure 1-1. Design Features of the Combinatorial Auction Market 17
Figure 3-1. Market Design Model for the Combinatorial Auction 31
Figure 4-1. Market Design Factors for the Combinatorial Auction 38
Figure 4-2. Combinatorial Auction Process Types 48
Figure 4-3. Illustrations of Mechanism Types 50
Figure 5-1. N-BOCA System Types 74
Figure 5-2. Overall Architecture for the Intermediary based N-BOCA System 75
Figure 5-3. Bid Selection Model Template in Form of LINGO 79
Figure 6-1. Problem Solving Process of Simultaneous General N-BOCA Model 84
Figure 6-2. Main Functions of the Auction Agency 85
Figure 6-3. Main Functions of Each Seller 86
Figure 6-4. Main Functions of Each Buyer 87
Figure 6-5. Market Opening through Architecture and Trading Rule Design 89
Figure 6-6. Item Registration by Each Seller 90
Figure 6-7. Registered Items by Each Seller 91
Figure 6-8. Bid Selection Requirement by a Buyer 92
Figure 6-9. Current Bid List for a Seller 93
Figure 6-10. Bid Selection Strategy 94
Figure 6-11. An Optimization Model in Mathematical Programming 95
Figure 6-12. Problem Solution by Optimization Modeling 96
Figure 6-13. Awarded Bid List for a Buyer 97
Figure 6-14. Auctioneer Selection Strategy 98
Figure 7-1. Comparison of the Purchase Efficiency 108
Figure 7-2. Comparison of the Supply Efficiency 110
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