General Toolkit For Discrete Estimation of Distribution Algorithms

摘要：

This paper presents a general toolkit developed for discrete Estimation of distribution algorithms(EDAs). The essense and procedure of each algorithm is presented, and the toolkit is used to solve several toy problems, which is presented in the latter part of the paper. We implemented and presented a general toolkit for EDAs(gtEDA) as a Matlab toolkit for EDA experiments. The experiments conducted using this toolkit have demonstrated the performance of different algorithms. However, to make the toolkit more complete, the extension to multivariate dependencies should be developed, and the algorithms should be extended to continuous variants.

关键词： IT Infrastructure Library customer service knowledge database

作者: YU Hua WU Wen-Quan LIU Zhong

作者单位: Dept. of Command Automation, College of Electrical Engineering Naval Univ. of Engineering Wuhan City, China

会议类型: 国际会议

会议名称: 2010 International Conference of Informationa Science and Management Engineering(2010年信息科学与管理工程国际学术会议 ISME 2010)

会议地点: 西安

会议语种:英文

页码: 792-795

在线出版日期: 2010-08-07（万方平台首次上网日期，不代表论文的发表时间）