Suffix Trees

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Suffix Trees
msladey
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msladey
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What is the text indexing problem? Matching a pattern string P of length m to a text string T of length n. Finding all locations where P matches T.
For exact pattern matching, what is the time complexity of the best known algorithm? O(n) (KMP)
List 4 properties of an atomic suffix tree 1. The suffix tree contains every suffix of T as a root to leaf path. 2. Every edge is labelled with a character from T 3. No two edges leaving the same node have the same label. 4. Each leaf corresponds to a suffix (so there are n leaves)
How do you find a pattern in an atomic suffix tree? Start at the root and walk down the tree. Matches occur at the leaves of the subtree.
How does a compacted suffix tree differ from an atomic suffix tree? Each non-branching path in an atomic suffix tree is replaced with a single edge. Edges are labelled with substrings.
List 6 properties of a compacted suffix tree 1. It contains n leaves. 2. Every internal node has two or more children 3. Every edge is labelled with a substring 4. No two edges leaving the same node have the same first character 5. Each leaf is labelled with a location in T 6. Any root-to-leaf path spells out corresponding suffix
How can we construct a compacted suffix tree in O(n^2) time? Insert suffixes one at a time. Search for the new suffix in the partial suffix tree. Add a new edge and leaf for the new suffix (may require the breaking of an edge into two).
What are the time complexities of a Compacted Suffix Tree? O(n) space. O(m+occ) matching time, O(n) building time
How can we make sure that a compacted suffix tree always exists? Add a unique symbol $ to the end of the text
How can we construct a suffix array in O(n) time given a suffix tree? Perform a depth first search in lexicographical order, reporting the index corresponding to the leaf.
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