John Holland's legacy in economics: Artificial adaptive economic agents in retrospect - from 1986 to the present
Shu-Heng Chen
No P1, CeNDEF Workshop Papers, January 2001 from Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance
Abstract:
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.
Date: 2001-01-04
References: Add references at CitEc
Citations:
There are no downloads for this item, see the EconPapers FAQ for hints about obtaining it.
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:ams:cdws01:p1
Access Statistics for this paper
More papers in CeNDEF Workshop Papers, January 2001 from Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance Dept. of Economics and Econometrics, Universiteit van Amsterdam, Roetersstraat 11, NL - 1018 WB Amsterdam, The Netherlands. Contact information at EDIRC.
Bibliographic data for series maintained by Christopher F. Baum ().