Comparison of Protein Structures by Multi-Objective Optimization

  • Chen Luonan
    Department of Electrical Engineering and Electronics, Osaka Sangyo University
  • Wu Ling-Yun
    Academy of Mathematics and Systems Science, Chinese Academy of Sciences
  • Wang Ruiqi
    Department of Electrical Engineering and Electronics, Osaka Sangyo University
  • Wang Yong
    Department of Electrical Engineering and Electronics, Osaka Sangyo University
  • Zhang Shihua
    Academy of Mathematics and Systems Science, Chinese Academy of Sciences
  • Zhang Xiang-Sun
    Academy of Mathematics and Systems Science, Chinese Academy of Sciences

抄録

We propose a novel method for solving the structure comparison problem for proteins, based on a decomposition technique. We define the structure alignment as a multi-objective optimization problem with both discrete and continuous variables, i.e., maximizing the number of aligned atoms and minimizing their root mean square distance. By controlling a single distance-related parameter, theoretically we can obtain a variety of optimal alignments corresponding to different optimal matching patterns, i.e., from a large matching portion to a small portion. The number of variables in our algorithm increases with the number of atoms of protein pairs in almost a linear manner. The software is available upon request, or from http://zhangroup.aporc.org/bioinfo/samo/.

収録刊行物

詳細情報 詳細情報について

  • CRID
    1390001204488775680
  • NII論文ID
    130003997418
  • DOI
    10.11234/gi1990.16.2_114
  • ISSN
    2185842X
    09199454
  • PubMed
    16901095
  • 本文言語コード
    en
  • データソース種別
    • JaLC
    • PubMed
    • CiNii Articles
  • 抄録ライセンスフラグ
    使用不可

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