政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/64753
English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  全文笔数/总笔数 : 110525/141438 (78%)
造访人次 : 47000875      在线人数 : 416
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜寻范围 查询小技巧:
  • 您可在西文检索词汇前后加上"双引号",以获取较精准的检索结果
  • 若欲以作者姓名搜寻,建议至进阶搜寻限定作者字段,可获得较完整数据
  • 进阶搜寻


    请使用永久网址来引用或连结此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/64753


    题名: Is Genetic Programming ""Human-Competitive````? The Case of Experimental Double Auction Markets
    作者: 陳樹衡
    Chen, Shu-Heng;Shih, Kuo-Chuan
    贡献者: 經濟系
    关键词: Experimental Markets;Double Auctions;Genetic Programming;Human-Competitiveness;Working Memory Capacity
    日期: 2011
    上传时间: 2014-03-20 16:57:43 (UTC+8)
    摘要: In this paper, the performance of human subjects is compared with genetic programming in trading. Within a kind of double auction market, we compare the learning performance between human subjects and autonomous agents whose trading behavior is driven by genetic programming (GP). To this end, a learning index based upon the optimal solution to a double auction market problem, characterized as integer programming, is developed, and criteria tailor-made for humans are proposed to evaluate the performance of both human subjects and software agents. It is found that GP robots generally fail to discover the best strategy, which is a two-stage procrastination strategy, but some human subjects are able to do so. An analysis from the point of view of cognitive psychology further shows that the minority who were able to find this best strategy tend to have higher working memory capacities than the majority who failed to do so. Therefore, even though GP can outperform most human subjects, it is not “human-competitive” from a higher standard.
    關聯: Intelligent Data Engineering and Automated Learning - IDEAL 2011 Lecture Notes in Computer Science Volume 6936, 2011, pp 116-126
    数据类型: book/chapter
    DOI 連結: http://dx.doi.org/10.1007/978-3-642-23878-9_15
    DOI: 10.1007/978-3-642-23878-9_15
    显示于类别:[經濟學系] 專書/專書篇章

    文件中的档案:

    档案 描述 大小格式浏览次数
    116126.pdf435KbAdobe PDF21230检视/开启


    在政大典藏中所有的数据项都受到原著作权保护.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回馈