Tài liệu Bài giảng Theory Of Automata - Lecture 25: Recap lecture 24
Regular languages, complement of a 
language, theorem, proof, example, 
intersection of two regular languages
Theorem
Statement: If L1 and L2 are two regular 
languages, then L1  L2 is also regular.
Proof: Using De-Morgan's law for sets
(L1
c U L2
c)c = (L1
c)c  (L2
c)c = L1 L2 
Since L1 and L2 are regular languages, so 
are L1
c and L2
c. L1
c and L2
c being regular 
provide that L1
c U L2
c is also regular 
language and so (L1
c U L2
c)c = L1 L2, 
being complement of regular language is 
regular language.
Following is a remark 
Remark
If L1 and L2 are regular languages, then 
these can be expressed by the corresponding 
FAs. Finding regular expressions defining the 
language L1 L2 is not so easy and building 
corresponding FA is rather harder.
Following is an example of finding an FA 
accepting the intersection of two regular 
languages
Example
Consider two regular languages L1 and 
L2, defined over the alphabet Σ = {a, b},...
                
              
                                            
                                
            
 
            
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Recap lecture 24
Regular languages, complement of a 
language, theorem, proof, example, 
intersection of two regular languages
Theorem
Statement: If L1 and L2 are two regular 
languages, then L1  L2 is also regular.
Proof: Using De-Morgan's law for sets
(L1
c U L2
c)c = (L1
c)c  (L2
c)c = L1 L2 
Since L1 and L2 are regular languages, so 
are L1
c and L2
c. L1
c and L2
c being regular 
provide that L1
c U L2
c is also regular 
language and so (L1
c U L2
c)c = L1 L2, 
being complement of regular language is 
regular language.
Following is a remark 
Remark
If L1 and L2 are regular languages, then 
these can be expressed by the corresponding 
FAs. Finding regular expressions defining the 
language L1 L2 is not so easy and building 
corresponding FA is rather harder.
Following is an example of finding an FA 
accepting the intersection of two regular 
languages
Example
Consider two regular languages L1 and 
L2, defined over the alphabet Σ = {a, b}, 
where 
L1 = language of words with double 
a’s.
L2 = language of words containing even 
number of a’s.
FAs accepting languages L1 and L2 may 
be as follows
Example continued 
FA1
FA2
Their corresponding REs may be
bb
2
a
1
a
a,b
ab
a
b
p- r+q
Example continued
r1 = (a+b)
*aa(a+b)*
r2 = (b+ab
*a)*
Now FAs accepting L1
c and L2
c , by 
definition, may be
FA1
c a,bab
a
b
p rq+
Example continued 
FA2
c
Now FA accepting L1
c U L2
c , using the 
method described earlier, may be as 
follows
bb
2+
a
1-
a
Example continued 
Old States
New States after reading
a b
z1(p,1) (q,2)z4 (p,1)z1
a,b
ab
a
b
p rq+
bb
2+
a
1-
a
FA1
c
FA2
c
Example continued 
Old States
New States after reading
a b
z2+(p,2) (q,1)z3 (p,2) z2
z3+(q,1) (r,2)z6 (p,1) z1
z4+(q,2) (r,1) z5 (p,2) z2
z5(r,1) (r,2) z6 (r,1) z5
z6+(r,2) (r,1) z5 (r,2) z6
Here all the possible combinations of states of 
FA1
c and FA1
c are considered
Example continued 
bb
z6+
a
z5
a
a
z4+
b
z3+
b
z2+
z1
a
a
b a
b
Example continued 
An FA that accepts the language 
(L1
c U L2
c)c=L1 L2may be 
Corresponding RE
can be determined 
as follows
bb
z6
a
z5+
a
a
z4
b
z3
b
z2
z1-
a
a
b a
b
Example continued 
The regular expression defining the 
language L1  L2 can be obtained, 
converting and reducing the previous 
FA into a GTG as
after eliminating states z2 and z6
Example continued 
after eliminating state z3
z5+
a
z4
b
z3
b
z1-
a
b
ab*a
ab*a+b
bb*a
Example continued 
z4 can obviously be 
eliminated as follows 
z5+
z4
z1-
b+abb*ab
a
b+ab*a
a+bb*aab*a
Example continued 
eliminating the loops at z1 and z5
Thus the required RE may be
(b+abb*ab)*a(a+bb*aab*a)(b+ab*a)*
z1- z5+
b+ab*ab+abb*ab
a(a+bb*aab*a)
z1- z5+
(b+abb*ab)*a(a+bb*aab*a)(b+ab*a)*
FA corresponding to 
intersection of two regular 
languages (short method)
Let FA3 be an FA accepting L1  L2, then 
the initial state of FA3 must correspond to 
the initial state of FA1 and the initial state 
of FA2.
Since the language corresponding to L1 
L2 is the intersection of corresponding 
languages L1 and L2, consists of the 
strings belonging to both L1and L2, 
therefore a final state of FA3 must 
correspond to a final state of FA1 and FA2. 
Following is an example regarding short 
method of finding an FA corresponding to 
Example
Let r1= (a+b)
*aa(a+b)* and FA1 be
also r2 = (b+ab
*a)* and FA2 be
a,b
ab
a
b
p- r+q
bb
2
a
1
a
Example continued 
To construct an FA corresponding to L1  L2
Old States
New States after reading
a b
z1-(p,1) (q,2)z4 (p,1)z1
a,b
ab
a
b
p- r+q
bb
2
a
1
a
Example continued 
The corresponding transition diagram may be as 
follows
Old States
New States after reading
a b
z2(p,2) (q,1)z3 (p,2) z2
z3(q,1) (r,2)z6 (p,1) z1
z4(q,2) (r,1) z5 (p,2) z2
z5+(r,1) (r,2) z6 (r,1) z5
z6(r,2) (r,1) z5 (r,2) z6
Example continued 
bb
z6
a
z5+
a
a
z4
b
z3
b
z2
z1-
a
a
b a
b
Task
Build an FA corresponding to FA1  FA2
where 
FA1
FA2
b
ab
X1–
a
X2+
a,b
a,b
y1- y2+
Nonregular languages
The language that cannot be expressed by 
any regular expression is called a 
Nonregular language.
The languages PALINDROME and PRIME 
are the examples of nonregular languages.
Note: It is to be noted that a nonregular 
language, by Kleene’s theorem, can’t be 
accepted by any FA or TG.
Example 
Consider the language 
L = {Λ, ab, aabb, aaabbb, }
i.e. {an bn : n=0,1,2,3,}
Suppose, it is required to prove that this 
language is nonregular. Let, contrary, L be 
a regular language then by Kleene’s 
theorem it must be accepted by an FA, 
say, F. Since every FA has finite number 
of states then the language L (being 
infinite) accepted by F must have words of 
length more than the number of states. 
Which shows that, F must contain a circuit.
Example continued 
For the sake of convenience suppose that 
F has 10 states. Consider the word a9 b9
from the language L and let the path 
traced by this word be shown as under
a
1-
2
a
3
4
a
5
6
b
7
8
b
9+
10
a
a
a b
b b
Example continued 
But, looping the circuit generated by the 
states 3,4,6,5,3 with a-edges once more, F 
also accepts the word a9+4 b9, while a13b9
is not a word in L. It may also be observed 
that, because of the circuit discussed 
above, F also accepts the words a9(a4 )m 
b9, m = 1,2,3, 
Moreover, there is another circuit 
generated by the states 9,10,9. Including 
the possibility of looping this circuit, F 
accepts the words a9(a4 )m b9(b2 )n 
where m,n=0,1,2,3,(m and n not being 0 
simultaneously).Which shows that F 
accepts words that are not belonging to L. 
Summing Up
Intersection of two regular languages is 
regular, examples, non regular language, 
example
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