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題名 Computational Intelligence in Agent-Based Computational Economics
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 12:06:34 (UTC+8)
摘要 Agent-based computational economics is the study of economics using agent-based modeling and simulation, which, according to [21], is the third way, in addition to deduction and induction, to undertake social sciences. An agentbased model is a model comprising autonomous agents placed in an interactive environment (society) or social network. Simulating this model via computers is probably the most practical way to visualize economic dynamics.In order to build autonomous agents, agent-based computational economists need to employ existing algorithms or develop new algorithms which can enable agents to behave with a degree of autonomy. Sections 1.2, 2 and 3 of the chapter will give a thorough review of the algorithmic foundations of ACE. We also introduce here the field known as computational intelligence(CI) and its relevance to economics. Section 4 then reviews the use of computational intelligence in agent-based economic and financial models. Section 5 gives some general remarks on these applications, as well as pointing to future directions. This is followed by concluding remarks in Sect. 6.
關聯 Computational Intelligence: A Compendium Studies in Computational Intelligence Volume 115, 2008, pp 517-594
資料類型 book/chapter
DOI http://dx.doi.org/10.1007/978-3-540-78293-3_13
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 12:06:34 (UTC+8)-
dc.date.available 14-八月-2014 12:06:34 (UTC+8)-
dc.date.issued (上傳時間) 14-八月-2014 12:06:34 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/68732-
dc.description.abstract (摘要) Agent-based computational economics is the study of economics using agent-based modeling and simulation, which, according to [21], is the third way, in addition to deduction and induction, to undertake social sciences. An agentbased model is a model comprising autonomous agents placed in an interactive environment (society) or social network. Simulating this model via computers is probably the most practical way to visualize economic dynamics.In order to build autonomous agents, agent-based computational economists need to employ existing algorithms or develop new algorithms which can enable agents to behave with a degree of autonomy. Sections 1.2, 2 and 3 of the chapter will give a thorough review of the algorithmic foundations of ACE. We also introduce here the field known as computational intelligence(CI) and its relevance to economics. Section 4 then reviews the use of computational intelligence in agent-based economic and financial models. Section 5 gives some general remarks on these applications, as well as pointing to future directions. This is followed by concluding remarks in Sect. 6.en_US
dc.format.extent 817440 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Computational Intelligence: A Compendium Studies in Computational Intelligence Volume 115, 2008, pp 517-594en_US
dc.title (題名) Computational Intelligence in Agent-Based Computational Economicsen_US
dc.type (資料類型) book/chapteren
dc.identifier.doi (DOI) 10.1007/978-3-540-78293-3_13-
dc.doi.uri (DOI) http://dx.doi.org/10.1007/978-3-540-78293-3_13-