dc.contributor | 經濟系 | en_US |
dc.creator (作者) | 陳樹衡 | zh_TW |
dc.creator (作者) | Chen, Shu-Heng ; Zeng, Ren-Jie ; Yu, Tina ; Wang, Shu G. | en_US |
dc.date (日期) | 2011 | en_US |
dc.date.accessioned | 20-Mar-2014 16:24:33 (UTC+8) | - |
dc.date.available | 20-Mar-2014 16:24:33 (UTC+8) | - |
dc.date.issued (上傳時間) | 20-Mar-2014 16:24:33 (UTC+8) | - |
dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/64746 | - |
dc.description.abstract (摘要) | We investigate the dynamics of trader behaviors using an agent-based genetic programming system to simulate double-auction markets. The objective of this study is two-fold. First, we seek to evaluate how, if any, the difference in trader rationality/intelligence influences trading behavior. Second, besides rationality, we also analyze how, if any, the co-evolution between two learnable traders impacts their trading behaviors. We have found that traders with different degrees of rationality may exhibit different behavior depending on the type of market they are in. When the market has a profit zone to explore, the more intelligent trader demonstrates more intelligent behaviors. Also, when the market has two learnable buyers, their co-evolution produced more profitable transactions than when there was only one learnable buyer in the market. We have analyzed the trading strategies and found the learning behaviors are very similar to humans in decision-making. We plan to conduct human subject experiments to validate these results in the near future. | en_US |
dc.format.extent | 146 bytes | - |
dc.format.mimetype | text/html | - |
dc.language.iso | en_US | - |
dc.relation (關聯) | Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization, IGI Global, 78-94 | en_US |
dc.title (題名) | Bounded Rationality and Market Micro-Behaviors: Case Studies Based on Agent-Based Double Auction Markets | en_US |
dc.type (資料類型) | book/chapter | en |
dc.identifier.doi (DOI) | 10.4018/978-1-60566-898-7.ch005 | en_US |
dc.doi.uri (DOI) | http://dx.doi.org/10.4018/978-1-60566-898-7.ch005 | en_US |