Modeling Intelligence of Learning Agents in An Artificial Double Auction Market

Title	Modeling Intelligence of Learning Agents in An Artificial Double Auction Market
Creator	陳樹衡;Tai, Chung-Ching
Contributor	政治大學經濟系
Date	2009.03
Date Issued	28-Jul-2011 11:34:29 (UTC+8)
Summary	In psychological as well as socioeconomic studies, individual intelligence has been found decisive in many domains. In this paper, we employ genetic programming as the algorithm of our learning agents who compete with other designed strategies extracted from the literature.We then discuss the possibility of using population size as a proxy parameter of individual intelligence of software agents. By modeling individual intelligence in this way, we demonstrate not only a nearly positive relation between individual intelligence and performance, but more interestingly the effect of decreasing marginal contribution of IQ to performance found in psychological literature.
Relation	IEEE Symposium on Computational Intelligence for Financial Engineering
Type	conference
DOI	http://dx.doi.org/10.1109/CIFER.2009.4937500

dc.contributor	政治大學經濟系	en_US
dc.creator (作者)	陳樹衡;Tai, Chung-Ching	zh_TW
dc.date (日期)	2009.03	en_US
dc.date.accessioned	28-Jul-2011 11:34:29 (UTC+8)	-
dc.date.available	28-Jul-2011 11:34:29 (UTC+8)	-
dc.date.issued (上傳時間)	28-Jul-2011 11:34:29 (UTC+8)	-
dc.identifier.uri (URI)	http://nccur.lib.nccu.edu.tw/handle/140.119/50669	-
dc.description.abstract (摘要)	In psychological as well as socioeconomic studies, individual intelligence has been found decisive in many domains. In this paper, we employ genetic programming as the algorithm of our learning agents who compete with other designed strategies extracted from the literature.We then discuss the possibility of using population size as a proxy parameter of individual intelligence of software agents. By modeling individual intelligence in this way, we demonstrate not only a nearly positive relation between individual intelligence and performance, but more interestingly the effect of decreasing marginal contribution of IQ to performance found in psychological literature.	-
dc.language.iso	en_US	-
dc.relation (關聯)	IEEE Symposium on Computational Intelligence for Financial Engineering	en_US
dc.title (題名)	Modeling Intelligence of Learning Agents in An Artificial Double Auction Market	en_US
dc.type (資料類型)	conference	en
dc.identifier.doi (DOI)	10.1109/CIFER.2009.4937500	en_US
dc.doi.uri (DOI)	http://dx.doi.org/10.1109/CIFER.2009.4937500	en_US