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    政大機構典藏 > 商學院 > 資訊管理學系 > 會議論文 >  Item 140.119/75932
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/75932


    Title: A Knowledge-Evolution Strategy Based on Genetic Programming
    Authors: Chen, Chuen-lung;Kuo, Chan-Sheng;Hong, Tzung-Pei
    陳春龍
    Contributors: 資管系
    Date: 2008
    Issue Date: 2015-06-17 17:20:19 (UTC+8)
    Abstract: Knowledge evolution is an important issue in knowledge management since enterprises face keen competition and need to keep the latest knowledge with time in an organization. In this paper, we proposed a GP-based knowledge-evolution framework to search for a good integrated classification tree with different evolving time points. The proposed approach can learn the evolving knowledge, integrating original and new knowledge, to deal properly with the organizational need for updating the latest knowledge as time goes on in a dynamic environment. In addition, we developed the initial population, consisting of four proportions, to accomplish suitable diversity and thus raise the search range as well as next learning efficiency in the evolutionary process.
    Relation: International Conference on Hybrid Information Technology - ICHIT
    Data Type: conference
    DOI 連結: http://dx.doi.org/10.1109/ICHIT.2008.169
    DOI: 10.1109/ICHIT.2008.169
    Appears in Collections:[資訊管理學系] 會議論文

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