Suffix sorting via matching statistics.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-12 DOI:10.1186/s13015-023-00245-z
Zsuzsanna Lipták, Francesco Masillo, Simon J Puglisi
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Abstract

We introduce a new algorithm for constructing the generalized suffix array of a collection of highly similar strings. As a first step, we construct a compressed representation of the matching statistics of the collection with respect to a reference string. We then use this data structure to distribute suffixes into a partial order, and subsequently to speed up suffix comparisons to complete the generalized suffix array. Our experimental evidence with a prototype implementation (a tool we call sacamats) shows that on string collections with highly similar strings we can construct the suffix array in time competitive with or faster than the fastest available methods. Along the way, we describe a heuristic for fast computation of the matching statistics of two strings, which may be of independent interest.

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通过匹配统计进行后缀排序
我们引入了一种新算法,用于构建高度相似字符串集合的广义后缀数组。第一步,我们构建了一个压缩表示,表示该集合相对于参考字符串的匹配统计数据。然后,我们使用这种数据结构将后缀分配到部分顺序中,随后加快后缀比较,以完成广义后缀数组。我们使用原型实现(我们称之为 sacamats 的工具)进行的实验证明,在具有高度相似字符串的字符串集合上,我们构建后缀数组的时间可以与现有的最快方法相媲美,甚至更快。同时,我们还介绍了一种快速计算两个字符串匹配统计量的启发式方法,这可能也是我们感兴趣的地方。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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