Kalkwst / MicroLib

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:sparkles: Add Suffix Tree Implementation #47

Open Kalkwst opened 1 year ago

Kalkwst commented 1 year ago

A suffix tree is a data structure that is used to efficiently store and search for all possible substrings in a given string. It is a compacted trie of all suffixes of a given text. The tree is built by breaking down the text into substrings called suffixes, and then organizing the suffixes into a tree-like structure. Each leaf node of the tree represents a suffix of the text, and the edges between nodes represent the characters that make up the suffix. This allows for efficient search, insertion, and deletion operations, as well as finding the longest common substring of a given string.

From a more technical perspective, a suffix tree is a data structure that is used to efficiently store and search for all possible substrings in a given string. It is a compacted trie of all suffixes of a given text. The tree is built by breaking down the text into substrings called suffixes, and then organizing the suffixes into a tree-like structure. Each leaf node of the tree represents a suffix of the text, and the edges between nodes represent the characters that make up the suffix. This allows for efficient search, insertion, and deletion operations, as well as finding the longest common substring of a given string in linear time O(n) where n is the length of the string. It also allows for pattern matching, finding the number of occurrences of a pattern in a text and many other string-related problems. The suffix tree is particularly useful for working with large strings or texts, as it allows for efficient search, insertion, and deletion operations, as well as finding the longest common substring of a given string.