Time Warps, String Edits, and Macromolecules pdf epub mobi txt 电子书 下载 2025
- 近似约束
- work
- 计算生物学
- 生物信息学
- 算法
- 字符串算法
- 序列比对
- 时间扭曲
- 动态规划
- 分子生物学
- 计算生物学方法
- 生物序列分析
具体描述
Time Warps, String Edits and Macromolecules is a young classic in computational science. The computational perspective is that of sequence processing, in particular the problem of recognizing related sequences. The book is the first, and still best compilation of papers explaining how to measure distance between sequences, and how to compute that measure effectively. This is called string distance, Levenshtein distance, or edit distance. The book contains lucid explanations of the basic techniques; well-annotated examples of applications; mathematical analysis of its computational (algorithmic) complexity; and extensive discussion of the variants needed for weighted measures, timed sequences (songs), applications to continuous data, comparison of multiple sequences and extensions to tree-structures. This theory finds applications in molecular biology, speech recognition, analysis of bird song and error correcting in computer software.
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