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題名 Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market
作者 陳樹衡
Chen, Shu-Heng ; Tai, Chung-Ching
貢獻者 經濟系
日期 2009
上傳時間 20-Mar-2014 17:07:57 (UTC+8)
摘要 Individual differences in intellectual abilities can be observed across time and everywhere in the world, and this fact has been well studied by psychologists for a long time. To capture the innate heterogeneity of human intellectual abilities, this paper employs genetic programming as the algorithm of the learning agents, and then proposes the possibility of using population size as a proxy parameter of individual intelligence. 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.
關聯 Genetic Programming Lecture Notes in Computer Science Volume 5481, 2009, pp 171-182
European Conference on Genetic Programming - EuroGP , pp. 171-182
資料類型 book/chapter
DOI http://dx.doi.org/10.1007/978-3-642-01181-8_15
dc.contributor 經濟系en_US
dc.creator (作者) 陳樹衡zh_TW
dc.creator (作者) Chen, Shu-Heng ; Tai, Chung-Chingen_US
dc.date (日期) 2009en_US
dc.date.accessioned 20-Mar-2014 17:07:57 (UTC+8)-
dc.date.available 20-Mar-2014 17:07:57 (UTC+8)-
dc.date.issued (上傳時間) 20-Mar-2014 17:07:57 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/64756-
dc.description.abstract (摘要) Individual differences in intellectual abilities can be observed across time and everywhere in the world, and this fact has been well studied by psychologists for a long time. To capture the innate heterogeneity of human intellectual abilities, this paper employs genetic programming as the algorithm of the learning agents, and then proposes the possibility of using population size as a proxy parameter of individual intelligence. 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.en_US
dc.format.extent 305391 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Genetic Programming Lecture Notes in Computer Science Volume 5481, 2009, pp 171-182en_US
dc.relation (關聯) European Conference on Genetic Programming - EuroGP , pp. 171-182-
dc.title (題名) Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Marketen_US
dc.type (資料類型) book/chapteren
dc.identifier.doi (DOI) 10.1007/978-3-642-01181-8_15en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1007/978-3-642-01181-8_15en_US