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題名 Genetic Programming and Agent-Based Computational Economics: From Autonomous Agents to Product Innovation
作者 陳樹衡
Chen,Shu-Heng
貢獻者 經濟系
日期 2008
上傳時間 14-八月-2014 12:06:20 (UTC+8)
摘要 Despite their great development over the last decade, most ACE (agent-based computational economics) models have been generally weak in demonstrating discovery or novelty-generation processes. In this sense, they are not very distinct from their counterparts in neo-classical economics. One way to make progress is to enable autonomous agents to discover the modular structure of their surroundings, and hence they can adapt by using modules. This is almost equivalent to causing their “brain” or “mind” to be designed in a modular way. By this standard, simple genetic programming is not an adequate design for autonomous agents; however, augmenting it with automatic defined terminals (ADTs) may do the job. This paper provides initial research with evidence showing the results of using ADTs to design autonomous agents.
關聯 Agent-Based Approaches in Economic and Social Complex Systems V , Springer Series on Agent Based Social Systems Volume 6, 2009, pp 3-14
資料類型 book/chapter
dc.contributor 經濟系en_US
dc.creator (作者) 陳樹衡zh_TW
dc.creator (作者) Chen,Shu-Hengen_US
dc.date (日期) 2008en_US
dc.date.accessioned 14-八月-2014 12:06:20 (UTC+8)-
dc.date.available 14-八月-2014 12:06:20 (UTC+8)-
dc.date.issued (上傳時間) 14-八月-2014 12:06:20 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/68731-
dc.description.abstract (摘要) Despite their great development over the last decade, most ACE (agent-based computational economics) models have been generally weak in demonstrating discovery or novelty-generation processes. In this sense, they are not very distinct from their counterparts in neo-classical economics. One way to make progress is to enable autonomous agents to discover the modular structure of their surroundings, and hence they can adapt by using modules. This is almost equivalent to causing their “brain” or “mind” to be designed in a modular way. By this standard, simple genetic programming is not an adequate design for autonomous agents; however, augmenting it with automatic defined terminals (ADTs) may do the job. This paper provides initial research with evidence showing the results of using ADTs to design autonomous agents.en_US
dc.format.extent 819763 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Agent-Based Approaches in Economic and Social Complex Systems V , Springer Series on Agent Based Social Systems Volume 6, 2009, pp 3-14en_US
dc.title (題名) Genetic Programming and Agent-Based Computational Economics: From Autonomous Agents to Product Innovationen_US
dc.type (資料類型) book/chapteren