| Abstract | 第1-7页 |
| 中文摘要 | 第7-10页 |
| 1. Overview | 第10-19页 |
| ·Interdisciplinary development in the research of complex systems | 第10-13页 |
| ·Main domains in complex system research | 第13-15页 |
| ·Motivations and main work of this dissertation | 第15-19页 |
| 2. Game theory and related models | 第19-43页 |
| ·An overview of game theory | 第19-21页 |
| ·Minority game and its variants | 第21-27页 |
| ·Prisoner's dilemma game and its variants | 第27-34页 |
| ·Statistical physics and game models | 第34-43页 |
| 3. Graph theory and network models | 第43-63页 |
| ·Graph theory | 第43-47页 |
| ·Comparison between network models | 第47-53页 |
| ·Probability theory and degree distribution | 第53-63页 |
| 4. Effects of contrarians in the minority game | 第63-77页 |
| ·Minority game with contrarians | 第66-68页 |
| ·Results and discussions | 第68-75页 |
| ·Summary | 第75-77页 |
| 5. Networking effects on cooperation in evolutionary snowdrift game | 第77-93页 |
| ·The model | 第78-81页 |
| ·Results:regular world | 第81-85页 |
| ·Results:Watts-Strogatz rewired networks | 第85-89页 |
| ·Discussion | 第89-93页 |
| 6. Evolutionary snowdrift game with loners | 第93-109页 |
| ·The model | 第95-97页 |
| ·Results and discussions | 第97-106页 |
| ·Summary | 第106-109页 |
| 7. The effect of finite populations in snowdrift game | 第109-120页 |
| ·The model | 第110-112页 |
| ·Simulation results | 第112-114页 |
| ·Analytical calculation | 第114-119页 |
| ·Summary | 第119-120页 |
| Conclusions and outlook | 第120-124页 |
| Bibliography | 第124-131页 |
| List of publications and manuscripts | 第131-132页 |
| Acknowledgements | 第132页 |
