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General nucleic acid sequence design using implicit enumeration
Kai, Zhang ; Li, Qiang Xiao ; Ming, Zhao Dong ; Jin, Xu
2009
关键词DNA THERMODYNAMICS
英文摘要The design of DNA and RNA sequences is an important area of research in fields such as gene microarrays, gene chips, medical diagnostic, and biomolecular computing. These nucleic acid molecules must satisfy several combinatorial, thermodynamic and secondary structure constraints, which aim to avoid undesired hybridizations and make the molecular experiment more reliable. In this paper, we formulate the DNA sequence design as a multiobjective optimization problem and solving it using implicit enumeration search approach. To heuristically search for good strand sets, our algorithm considers groups of solutions together. If any partial solution violates any constraint, all completion of this partial solution should be excluded from further consideration which accelerate the convergent of our algorithm. Finally, the performance of our algorithm is compared with other sequence design methods, and the results show that the implicit enumeration algorithm outperforms in DNA sequences quality, quantity and efficiency.; Computer Science, Artificial Intelligence; Computer Science, Theory & Methods; Mathematical & Computational Biology; EI; CPCI-S(ISTP); 0
语种英语
DOI标识10.1109/BICTA.2009.5338080
内容类型其他
源URL[http://ir.pku.edu.cn/handle/20.500.11897/153290]  
专题信息科学技术学院
推荐引用方式
GB/T 7714
Kai, Zhang,Li, Qiang Xiao,Ming, Zhao Dong,et al. General nucleic acid sequence design using implicit enumeration. 2009-01-01.
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