Chapter 4 Properties of Regular Languages

Chapter 4 Properties of Regular Languages

4.1: Closure Properties of RLs (1)
A language L over an alphabet S is regular if it has a regular set (expression) over S is accepted y DFA, NFA, or NFA-e is generated by regular grammar

If L1 and L2 are regular languages, then L1  L2 Union = {w * : w  L1 or w  L2} L1  L2 Intersection = {w * : w  L1 and w  L2} L1 L2 Concatenation n languages: L1L2 …Ln = {w1w2…wn : wi  Li} one languages: Ln = {w1w2…wn : wi  L} L* Kleene Star L*= L0  L1  L2  … L1 Complement L = * - L = {w : w * and w  L} are also regular languages

Prove that RLs are closed under complementation. If L is a regular language over , then L = * - L is regular language. Proof: If L is regular, there exists a DFA M recognizing L. We can construct a DFA M’ for L by copying M to M’ except that all final states in M are changed to non-final, and all non-final states to final. See next slide for a formal proof

Let M1=(Q, , , q0, F) a DFA that accepts L(M1) Let M2=(Q, , , q0, Q-F) a DFA that accepts L(M2) Obviously both languages are regular languages Per definition 2.2: L(M) = {w * : (q0, w)  F} The following are both true w * : (q0, w)  F  (q0, w)  Q – F w * : (q0, w)  Q - F  (q0, w)  F Thus L(M2) = L(M1) L(M1) is an arbitrary regular language and its complement is also a regular language, therefore the regular languages are closed under complementation

Are regular languages closed under intersection? If L1 and L2 are RLs, then L1  L2 is RL. Proof: Since RLs are closed under union and complementation, they are also closed under intersection L1, L2 are RLs, so L1, L2 are RLs, and L1  L2 is RL, so L1  L2 is RL. Thus L1  L2 = L1  L2 is RL.

Are regular languages closed under difference? If L1 and L2 are RLs, is L1 - L2 RL? Why? L1 - L2 = L1  L2 Since RLs are closed under intersection and complementation, they are also closed under difference.

Let L, M and N are regular expressions, which of the followings are correct? Commutative Rules: L  M = M  L LM = ML Associative Rules: (L  M)  N = L  (M  N) (LM)N = L(MN)

Which of the followings are correct? Left Distributive Rules: L(M  N) = LM  LN L  (MN) = (L  M)(L  N) Right Distributive Rules: (M  N)L = ML  NL (MN)  L = (M  L)(N  L)

Identities:  is the identity for union:   L = L   = L  is the identity for concatenation: L = L = L

Other Rules for Kleene Closure (L*)* = L* L+ = LL* = L*L L* = L+ |   * =  * = 

4.2: Elementary Questions about RLs
Membership question: If L is a RL over , then for any string w  * there exists an algorithm for determining whether or not w is in L. DFA Empty, finite, or infinite question: There exists an algorithm for determining whether a RL is empty, finite, or infinite. DFA (path from start to final, cycle) Equality question: If L1 and L2 are RLs, then there exists an algorithm to determine whether or not L1 = L2. L3 = (L1  L2)  (L1  L2) =  iff L1 = L2

4.3: Non-regular Languages (1)
The language L = {an bn | n  0} is not regular There is NO DFA/NFA that accepts L Theorem: If L1 is RL and L2 is not-regular, then The language L = L1  L2 is not necessarily regular Proof: L1 = a*b* is regular L2 = {an bn | n  0} is not regular L1  L2 = L2 which is not regular

The language L = {an bm | n, m  0 and n  m} is not regular. Proof: L is regular iff L  a*b* is regular. But L  a*b* = {an bn | n  0}, which we know is not regular. Then L is not regular.

Many languages are non-regular: {anbn | n  0} {wwR} | w  * } {an2 | n  0} {ap | p is prime} set of well-formed parentheses set of palindromes: {w = wR} …...

We want to prove that L = {akbk | k  0} is non-regular. Prove by contradiction: Assume that there is a DFA M which recognizes L. Let n be the no. of states in M Consider the acceptance of the input arbr where r  n: q0 a a a a b b b q1 q2 qr qr+1 …... q2r …... ar br path for accepting arbr

Since r  n and M has only n states, there must be at least one state visited twice in the first r transitions. Let this state be visited at the ith and the jth steps, where j  i. By skipping the loop, ar-(j-i)br should also be accepted by M, but this is contradictory since ar-(j-i)br  L qi = qj qf  F a path in M q0

We want to prove that L = {ak2 | k  0} is non-regular. Prove by contradiction: Assume that there is a DFA M which recognizes L. Let n be the no. of states in M M should also accept the string an2 q0 a a a a q1 q2 qn2 …... path for accepting an2

Since n2  n and M has only n states, there must be at least two equal states from q0 to qn2. Let them be qi and qj where j - i = m  n. By repeating the loop one more time, a(n2+m) is also accepted by M, which is a contradiction, since (n2+m) cannot be a square (the next square after n2 is (n+1)2 but n2+m  (n+1)2) q0 qi = qj qn2  F a path in M A loop of length m

We want to prove that L = {ap | p is a prime} is non-regular. Prove by contradiction: Assume that there is a DFA M which recognizes L. Let n be the no. of states in M From Number Theory, we know that the no. of primes are infinite, so there exists a prime p  n q0 a a a a q1 q2 qp …... path for accepting ap

Since p  n and M has only n states, there must be at least two equal states from q0 to qp. Let them be qi and qj where j - i = m  0 By repeating the loop (p-m) times, a(p-m)m + (p-m) = a(p-m)(m+1) is also accepted by M, which is a contradiction since (p-m)(m+1) is not a prime, since it can be divided by (p-m) and (m+1)  1 q0 qi = qj qp  F a path in M A loop of length m

4.3: Pumping Lemma (1) If L is a regular language, there is a DFA which recognizes L. All finite languages are regular , {a}, {abaabb, b, baabbbbb, bb} So, only infinite languages are interesting for this discussion. What are non-regular languages? Pumping Lemma A technique for proving a language L is NOT regular

4.3: Pumping Lemma (2) Any given DFA has a finite number of states
Let k = |Q| Consider any accepted input w = a1…an, such that |w| = n  k DFA follows a path of states q0…qn: This state numbering has nothing to do with state names in Q May repeat states in this path q0 a1 q1 … qn-1 qn a2 an an-1

4.3: Pumping Lemma (3) Since |w|  k, path must contain at least one loop Consider any one such loop (cycle) Break string & path into three parts: before, during, & after loop Given other inputs, could loop an arbitrary number of times (a1…ai)(ai+1…aj)*(aj+1…an) also accepted q0 a1 qi=qj … qn ai an ai+1 aj+1 aj

4.3: Pumping Lemma (4) If language L is regular, then for any w  L that is longer than |Q|, there is a substring of w that can be repeated (pumped) any number of times with resulting string remaining in the language Lemma: Let G be the state diagram of a DFA with k states. Any path of length k in G contains a cycle. Proof: A path of length k contains k+1 nodes. Since there are only k nodes (states) in G, there must be a node, call it qi, that occurs in at least two positions in the path. The subpath from the first occurrence of qi to the second produces the desired cycle.

4.3: Pumping Lemma (5) Let G be the state diagram of a DFA with k states and let p be a path of length  k. The path p can be subdivided into subpaths u, v, and z where p = uvz The length of uv is |uv|  k, and v is a cycle

4.3: Pumping Lemma (6) Pumping Lemma
Let L be a regular language is accepted by a DFA M with k states. Let for ALL w  L and |w|  k. Then w can be divided into three parts, w = uvz, satisfying the following conditions: |uv|  k, |v|  1, and for all i  0, uviz  L

4.3: Pumping Lemma (7) Proof: Let w  L with |w| = n  k
where w(i) is the ith symbol of the string w. Since n  k and M has only k states, there must be at least one repeated state from q0 to qn Let qi be the first such repeated state q0 q1 q2 qn w(2) w(3) …... w(1) w(n) q0 qi qn  F a path in M

4.3: Pumping Lemma (8) Let u be the string obtained by traversing from q0 to qi, v be the string obtained by traversing the loop once (so |v|  1) In the traversal from q0 to qi and then through the loop once back to qi, nothing except qi repeats, thus |uv|  k By traversing the loop 0 or more times, we obtain uviz for all i  0 and they should all be accepted by the DFA, i.e., in L. q0 qi qn  F a path in M

4.3: Pumping Lemma (9) How to use pumping lemma to prove some L isn’t regular? Lemma describes a property of regular languages. Use proof by contradiction: If L doesn't have this property, it is NOT regular We cannot use the pumping lemma to prove a language is regular Since we have to check every string in L

4.3: Pumping Lemma (10) We assume the given language L is regular
Let n be the constant of pumping lemma Find a string w  L where |w|  n Divide w into 3 parts, w = uvz, where |uv|  n |v|  1 Claim that uviz are also in L for all i Find one i such that uviz  L Contradiction Only one string w is needed do not need to consider all general cases choose w that can led to contradiction easily

4.3: Pumping Lemma (11) Example 1: L = {am bm | m  0}
Assume L is regular, n is the # of DFA states Let w = anbn where |w| = 2n  n w = ap aj an-p-j bn where p + j  n and j  1 w = u v z u & v contain only a’s, since |uv|  n Pick i = 2: uv2z = ap aj aj an-p-j bn = an aj bn uv2z contains more a’s than b’s, since |v|  1 uv2z  L Contradiction and hence L is not regular

4.3: Pumping Lemma (12) Example 2:
L = {w | w  {a, b}*, w has equal number of a’s and b’s} w = an bn Same argument as previous example Choice of w is important Different w’s may lead to different proofs, or none being possible Choice of i is important. Different i’s may lead to different proofs, or none being possible

4.3: Pumping Lemma (13) Example 3: L = {(ab)i | i  0}
L is regular: L = (ab)* i.e., for any w, there is some split u, v, z that allows pumping

4.3: Pumping Lemma (14) Example 4:
Prove that the language L of well-formed parentheses is non-regular Assume L is regular and let n be the constant of pumping lemma Let w = (n)n  L, |w| = 2n  n we do not need to consider other possible cases like ()() we only need to ensure |w|  n Then w = (m (j (n-m-j )n where j  1 and m + j  n u v z

4.3: Pumping Lemma (15) By pumping lemma,
(m(ji(n-m-j )n = (n+j(i-1) )n  L for all i When i = 0  (n-j )n  L since j  1  n-j  n Contradiction  L is not regular We can choose i = 2, i = 3, ... but cannot choose i = 1

4.3: Pumping Lemma (16) To prove L is regular
1. Constructing a FSA (NFA or DFA), RE, or RG for L 2. Using closure property of regular sets Let ⊕ be a binary operation (such as union, concatenation and intersection) L3 = L1 ⊕ L2 is regular, if both L1 and L2 are regular Let ⊡ be an unary operation (such as complementation and Kleene star) L1 = ⊡ L2 is regular, if L2 is regular

4.3: Pumping Lemma (17) Example
Prove that L is regular, where L is the set of all strings with three consecutive 0's and  = {0,1} Let L1 = (0 | 1)*, which is regular and L2 = 000, which is also regular then L = L1．L2．L1 Hence L is regular due to the closure property of regular sets under concatenation.

4.3: Pumping Lemma (18) Prove L is not regular 1. Using Pumping Lemma
2. Using closure property of regular sets Let ⊕ be a binary operation (such as union, concatenation and intersection) if L3 = L1 ⊕ L2 and L1 is regular and L3 is not regular, then L2 must be non-regular Let ⊡ be an unary operation (such as complementation and Kleene star) if L1 = ⊡ L2 and L2 is not regular, then L1 is non-regular

4.3: Pumping Lemma (19) L = {w  {a, b}*, w has equal number of a’s and b’s} Consider L’ = L  a*b* = {an bn | n  0} By closure properties of RLs: if L is regular, then L’ is also regular But since L’ not regular, so L can’t be regular

4.3: Pumping Lemma (20) Example
Prove that L is not regular, where L is the set of all strings over {a, b} such that the number of b is the double of the number of a. Let L1 = (anb2n) , which is non-regular, and L2 = a*b*, which is regular then L1 = L  L2 By closure properties of RLs: if L is regular, then L1 is also regular But since L1 not regular, so L can’t be regular

4.3: Pumping Lemma (21) Common Mistakes
Let L1 regular language, L3 and L4 are not regular. Is L regular? L = L1 ⊕ L3 0n1n = 0*1*  0n1n 0*1* = 0*1*  0n1n L = L3 ⊕ L4 0*1* = 0p1q  0q1p , where p  q L3 = L ⊕ L4

Class Discussion Prove that L = {ww : w  (0|1)*} is non-regular
Is L = {(01)6n : n  0} regular? Is L = {(ab)n : n  0} regular?

Summary We use the Pumping Lemma to prove a language is not regular
Note, does not work for all non-regular languages, though Choosing a good string w is first key step Choosing a good integer i is second key step Must apply argument to all legal u, v, z

Chapter 4 Properties of Regular Languages

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Chapter 4 Properties of Regular Languages

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