How to generate regular expression from finite automata?

Data Structure AlgorithmsComputer ScienceComputers

There are two methods for converting deterministic finite automata (DFA) to Regular expression (RE). These are as follows −

  • Arden’s Method
  • State Elimination Method

Let us understand these methods in detail.

Arden’s Theorem

Let P and Q be the two regular expressions.

If P does not contain null string, then following equation in R, viz R = Q + RP,

Which has a unique solution by R = QP*

Here,

  • The finite Automata do not have epsilon moves

  • It must have only initial state q1

  • It’s states are q1, q2, q3,…….qn. The final state may be some qi where i<=n

  • qi is the regular expression representing set of strings accepted by the finite automata even though qi is a final state

Using Arden's Theorem to find RE of DFA

To find the regular expression for the given automata, we first create equations of the given form for all the states as follows −

q1=q1α11+q2α21+----------+qnαn1+𝟄
q2=q1α12+q2α22+-----------+qnαn2
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qn=q1α1n+q2α2n+------------+qnαnn.

By repeatedly applying substitutions and Arden’s Theorem we can express qi in terms of α ij’s . To get the set of strings recognized by FSA we have to take the union of all qi’s corresponding to final states.

Example

Note − For the parallel edges there will be many expressions for that state in the expression.

Then, we solve those equations to get the equation for qi in terms of α ij and that expression is the required solution, where qi is a final state.

q 1= q a + q3a + € ( € move is because q1is the initial state)

q2 = q1b + q2b + q3b

q3 = q2a

Now, we will solve these three equations

  • q2 = q1b + q2b + q3b

= q1b + q2b + (q2a)b (Substituting value of q3)

= q1b + q2(b + ab)

= q1b (b + ab) * (Applying Arden's Theorem)

  • q1 = q1a + q3a + €

= q1a + q2aa + € (Substituting value of q3)

= q1a + q1b(b + ab*)aa + € (Substituting value of q2)

= q1(a + b(b + ab) *aa) + €

= € (a+ b(b + ab) *aa) *

= (a + b(b + ab) *aa) *

Hence, the regular expression is (a + b(b + ab) *aa) *.

State Elimination Method

Step 1

  • Initial state of DFA does not have any incoming edge.

  • If there exists any incoming edge to the initial state, then we need to create a new initial state which has no incoming edge to it.

Example

Step 2

  • There must be only one final state in DFA.

  • If there exists multiple final states in DFA then we need to convert all final states into non-final states and create a new single final state.

Example

Step 3

  • The final state of DFA does not have any outgoing edge.

  • If there exists any outgoing edge from the final state then, we need to create a new final state which has no outgoing edge from it.

Example

Step 4

Eliminate all intermediate states one after another. These states can be eliminated in any order

Finally, only an initial state going to the final state will be there.

The cost of this transition is required Regular Expression.

raja
Published on 12-Jun-2021 12:00:35
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