首页    期刊浏览 2024年11月27日 星期三
登录注册

文章基本信息

  • 标题:A Generic Approach to an Object-Oriented Learning Classifier System Library
  • 本地全文:下载
  • 作者:Matthias Meyer ; Klaus Hufschlag
  • 期刊名称:Journal of Artificial Societies and Social Simulation
  • 印刷版ISSN:1460-7425
  • 出版年度:2006
  • 卷号:9
  • 期号:3
  • 页码:1-13
  • 出版社:University of Surrey, Department of Sociology
  • 摘要:Learning Classifier Systems (LCS) have gained popularity in the realm of social science simulation. However, when it comes to actually constructing a LCS for a particular modelling purpose, it seems that every researcher must currently "reinvent the wheel". Taking this situation as a starting point, the objective of this paper is to present the basic ideas behind a LCS library, which can relieve simulation researchers of some of the technical work and can provide a generic structure for modelling LCS. The library is based on a strictly object-oriented approach. This provides flexibility in the process of constructing a LCS for a specific modelling purpose and encourages experimentation with various different assumptions. The paper is supported with examples based on experience in using the library.
  • 关键词:Learning Classifier System; Modularisation; Experimentation with Assumptions; JAVA
国家哲学社会科学文献中心版权所有