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Substring

Contiguous part of a sequence of symbols

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In formal language theory and computer science, a substring is a contiguous sequence of characters within a string. For instance, "the best of" is a substring of "It was the best of times". In contrast, "Itwastimes" is a subsequence of "It was the best of times", but not a substring.

Prefixes and suffixes are special cases of substrings. A prefix of a string S is a substring of S that occurs at the beginning of S; likewise, a suffix of a string S is a substring that occurs at the end of S.

The substrings of the string "apple" would be: "a", "ap", "app", "appl", "apple", "p", "pp", "ppl", "pple", "pl", "ple", "l", "le" "e", "" (note the empty string at the end).

01Substring

A string u is a substring (or factor) of a string t if there exists two strings p and s such that t=pus. In particular, the empty string is a substring of every string.

Example: The string u={\texttt {ana}} is equal to substrings (and subsequences) of t={\texttt {banana}} at two different offsets:

banana ||||| ana|| ||| ana

The first occurrence is obtained with p={\texttt {b}} and s={\texttt {na}}, while the second occurrence is obtained with p={\texttt {ban}} and s being the empty string.

A substring of a string is a prefix of a suffix of the string, and equivalently a suffix of a prefix; for example, nan is a prefix of nana, which is in turn a suffix of banana. If u is a substring of t, it is also a subsequence, which is a more general concept. The occurrences of a given pattern in a given string can be found with a string searching algorithm. Finding the longest string which is equal to a substring of two or more strings is known as the longest common substring problem. In the mathematical literature, substrings are also called subwords (in America) or factors (in Europe).

02Prefix

A string p is a prefix of a string t if there exists a string s such that t=ps. A proper prefix of a string is not equal to the string itself; some sources in addition restrict a proper prefix to be non-empty. A prefix can be seen as a special case of a substring.

Example: The string ban is equal to a prefix (and substring and subsequence) of the string banana:

banana ||| ban

The square subset symbol is sometimes used to indicate a prefix, so that p\sqsubseteq t denotes that p is a prefix of t. This defines a binary relation on strings, called the prefix relation, which is a particular kind of prefix order.

03Suffix

A string s is a suffix of a string t if there exists a string p such that t=ps. A proper suffix of a string is not equal to the string itself. A more restricted interpretation is that it is also not empty. A suffix can be seen as a special case of a substring.

Example: The string nana is equal to a suffix (and substring and subsequence) of the string banana:

banana |||| nana

A suffix tree for a string is a trie data structure that represents all of its suffixes. Suffix trees have large numbers of applications in string algorithms. The suffix array is a simplified version of this data structure that lists the start positions of the suffixes in alphabetically sorted order; it has many of the same applications.

04Border

A border is suffix and prefix of the same string, e.g. "{\texttt {bab}}" is a border of "{\texttt {babab}}" (and also of "{\texttt {baboon}}\,\,{\texttt {eating}}\,\,{\texttt {a}}\,\,{\texttt {kebab}}").

05Superstring

A superstring of a finite set P of strings is a single string that contains every string in P as a substring. For example, {\texttt {bcclabccefab}} is a superstring of P=\{{\texttt {abcc}},{\texttt {efab}},{\texttt {bccla}}\}, and {\texttt {efabccla}} is a shorter one. Concatenating all members of P, in arbitrary order, always obtains a trivial superstring of P. Finding superstrings whose length is as small as possible is a more interesting problem.

A string that contains every possible permutation of a specified character set is called a superpermutation.

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Sources and credits

This article is adapted from the Wikipedia article Substring, written by its contributors and licensed under CC BY-SA 4.0. Fathomly has changed the layout, removed citation markers, navigation and maintenance notices, and adjusted punctuation. This adapted version is shared under the same license. For references, see the original article.

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