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Improved Biogeography-Based Optimization approach to secondary protein prediction

  • Junsong Fan*
  • , Haibin Duan
  • , Guangming Xie
  • , Hong Shi
  • *此作品的通讯作者
  • Beihang University
  • Peking University
  • Beijing Institute of Petrochemical Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In recent years, many bio-inspired computation algorithms have been proposed to solve constraint problems. Biogeography-Based Optimization (BBO) is one of these newly proposed optimization algorithms. As a new way to solve complicated optimization problems, BBO has a quick convergence. In this paper, we proposed an improved BBO for solving protein structure prediction problems. Comparative experiments with standard BBO and differential evolution algorithm (DE) are also conducted, and the results demonstrate this improved BBO approach performs better in solving these complicated protein prediction problems.

源语言英语
主期刊名Proceedings of the International Joint Conference on Neural Networks
出版商Institute of Electrical and Electronics Engineers Inc.
4223-4228
页数6
ISBN(电子版)9781479914845
DOI
出版状态已出版 - 3 9月 2014
活动2014 International Joint Conference on Neural Networks, IJCNN 2014 - Beijing, 中国
期限: 6 7月 201411 7月 2014

出版系列

姓名Proceedings of the International Joint Conference on Neural Networks

会议

会议2014 International Joint Conference on Neural Networks, IJCNN 2014
国家/地区中国
Beijing
时期6/07/1411/07/14

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