SPECIFICATION OF TOKENS

Boomi Nathan
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There are 3 specifications of tokens:

1)Strings

2) Language

3)Regular expression

Strings and Languages

·         An alphabet or character class is a finite set of symbols.

·         A string over an alphabet is a finite sequence of symbols drawn from that alphabet.

·         A language is any countable set of strings over some fixed alphabet.

In language theory, the terms “sentence” and “word” are often used as synonyms for

“string.” The length of a string s, usually written |s|, is the number of occurrences of symbols in s. For example, banana is a string of length six. The empty string, denoted ε, is the string of length zero.

Operations on strings

The following string-related terms are commonly used:

1.                 A prefix of string s is any string obtained by removing zero or more symbols from the end of string s. For example, ban is a prefix of banana.

 2.                 A suffix of string s is any string obtained by removing zero or more symbols from the beginning of s. For example, nana is a suffix of banana.

 3.                 A substring of s is obtained by deleting any prefix and any suffix from s. For example, nan is a substring of banana.

 4.  The proper prefixes, suffixes, and substrings of a string s are those prefixes, suffixes, and substrings, respectively of s that are not ε or not equal to s itself.

5.  A subsequence of s is any string formed by deleting zero or more not necessarily consecutive positions of s

6.  For example, baan is a subsequence of banana.

Operations on languages:

The following are the operations that can be applied to languages:

1. Union

2. Concatenation

3. Kleene closure

4. Positive closure

The following example shows the operations on strings: Let L={0,1} and S={a,b,c}

Regular Expressions

·                 Each regular expression r denotes a language L(r).

·                 Here are the rules that define the regular expressions over some alphabet Σ and the languages that those expressions denote:

1.ε is a regular expression, and L(ε) is { ε }, that is, the language whose sole member is the empty string.

2. If ‘a’ is a symbol in Σ, then ‘a’ is a regular expression, and L(a) = {a}, that is, the language with one string, of length one, with ‘a’ in its one position.

3.Suppose r and s are regular expressions denoting the languages L(r) and L(s). Then, a) (r)|(s) is a regular expression denoting the language L(r) U L(s).

b) (r)(s) is a regular expression denoting the language L(r)L(s). c) (r)* is a regular expression denoting (L(r))*.

d) (r) is a regular expression denoting L(r).

4.The unary operator * has highest precedence and is left associative.

5.Concatenation has second highest precedence and is left associative.

6. | has lowest precedence and is left associative.

Regular set

 A language that can be defined by a regular expression is called a regular set. If two regular expressions r and s denote the same regular set, we say they are equivalent and write r = s.

 There are a number of algebraic laws for regular expressions that can be used to manipulate into equivalent forms.

For instance, r|s = s|r is commutative; r|(s|t)=(r|s)|t is associative.

Regular Definitions

 Giving names to regular expressions is referred to as a Regular definition. If Σ is an alphabet of basic symbols, then a regular definition is a sequence of definitions of the form

dl → r 1

d2 → r2

……

dn → rn

1.Each di is a distinct name.

2.Each ri is a regular expression over the alphabet Σ U {dl, d2,. . . , di-l}.

Example: Identifiers is the set of strings of letters and digits beginning with a letter. Regular

definition for this set:

letter → A | B | …. | Z | a | b | …. | z | digit → 0 | 1 | …. | 9

id → letter ( letter | digit ) *

Shorthands

 Certain constructs occur so frequently in regular expressions that it is convenient to introduce notational short hands for them.

1. One or more instances (+):

– The unary postfix operator + means “ one or more instances of” .

–  If r is a regular expression that denotes the language L(r), then ( r )+ is a regular expression that denotes the language (L (r ))+

– Thus the regular expression a+ denotes the set of all strings of one or more a’s.

– The operator + has the same precedence and associativity as the operator *.

2. Zero or one instance ( ?):

– The unary postfix operator ? means “zero or one instance of”.

– The notation r? is a shorthand for r | ε.

–  If ‘r’ is a regular expression, then ( r )? is a regular expression that denotes the language

3. Character Classes:

– The notation [abc] where a, b and c are alphabet symbols denotes the regular expression a | b | c.

– Character class such as [a – z] denotes the regular expression a | b | c | d | ….|z.

 – We can describe identifiers as being strings generated by the regular expression, [A–Za–z][A– Za–z0–9]*

Non-regular Set

A language which cannot be described by any regular expression is a non-regular set. Example: The set of all strings of balanced parentheses and repeating strings cannot be described by a regular expression. This set can be specified by a context-free grammar.

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J. BoomiNathan is a writer at SenseCentral who specializes in making tech easy to understand. He covers mobile apps, software, troubleshooting, and step-by-step tutorials designed for real people—not just experts. His articles blend clear explanations with practical tips so readers can solve problems faster and make smarter digital choices. He enjoys breaking down complicated tools into simple, usable steps.

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