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題名 John Holland`s legacy in economics: Artificial adaptive economic agents in retrospect - from 1986 to the present
作者 Chen, Shu-heng
陳樹衡
貢獻者 經濟系
關鍵詞 Artificial Adaptive Economic Agents; Building Blocks; Genetic Programming; LISP S-Expression; Evolving Populations of Decision Rules
日期 2001
上傳時間 11-May-2015 14:03:04 (UTC+8)
摘要 In this paper, we will give a review on the development of artificial adaptive economic agents in evolutionary economics. The review starts from a 1986 paper by Robert Lucas, a Nobel Prize laureate in economics. From there, we shall see how the idea of economic adaptive agents was enriched and implemented by Holland`s two books, Holland (1975) on genetic algorithms and Holland (1986) on classifier systems. We will then examine the impact of Holland`s artificial adaptive agents on two different groups of economists. One was led by Thomas Sargent representing New Classical Economics, and the other by Brian Arthur standing for Santa Fe Institute Economics. A moot point brought here is that the spirit of the GA (John Holland`s legacy) is lost in mainstream economics, but is reserved in SFI Economics. We then shift to Koza`s genetic programming and show how John Holland`s legacy was further expanded in evolutionary economics.
關聯 No 158, Computing in Economics and Finance 2001 from Society for Computational Economics
資料類型 conference
dc.contributor 經濟系
dc.creator (作者) Chen, Shu-heng
dc.creator (作者) 陳樹衡zh_TW
dc.date (日期) 2001
dc.date.accessioned 11-May-2015 14:03:04 (UTC+8)-
dc.date.available 11-May-2015 14:03:04 (UTC+8)-
dc.date.issued (上傳時間) 11-May-2015 14:03:04 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/75070-
dc.description.abstract (摘要) In this paper, we will give a review on the development of artificial adaptive economic agents in evolutionary economics. The review starts from a 1986 paper by Robert Lucas, a Nobel Prize laureate in economics. From there, we shall see how the idea of economic adaptive agents was enriched and implemented by Holland`s two books, Holland (1975) on genetic algorithms and Holland (1986) on classifier systems. We will then examine the impact of Holland`s artificial adaptive agents on two different groups of economists. One was led by Thomas Sargent representing New Classical Economics, and the other by Brian Arthur standing for Santa Fe Institute Economics. A moot point brought here is that the spirit of the GA (John Holland`s legacy) is lost in mainstream economics, but is reserved in SFI Economics. We then shift to Koza`s genetic programming and show how John Holland`s legacy was further expanded in evolutionary economics.
dc.format.extent 115 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) No 158, Computing in Economics and Finance 2001 from Society for Computational Economics
dc.subject (關鍵詞) Artificial Adaptive Economic Agents; Building Blocks; Genetic Programming; LISP S-Expression; Evolving Populations of Decision Rules
dc.title (題名) John Holland`s legacy in economics: Artificial adaptive economic agents in retrospect - from 1986 to the present
dc.type (資料類型) conferenceen