1 / 45

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. 4.1: Closure Properties of RLs (2).

brandonw
Download Presentation

Chapter 4 Properties of Regular Languages

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


  1. Chapter 4Properties of Regular Languages

  2. 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

  3. 4.1: Closure Properties of RLs (2)

  4. 4.1: Closure Properties of RLs (3) • 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} • L1L2 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

  5. 4.1: Closure Properties of RLs (4) • 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

  6. 4.1: Closure Properties of RLs (5) • 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

  7. 4.1: Closure Properties of RLs (6) • 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, L2are RLs, and L1L2 is RL, so L1L2is RL. • Thus L1L2= L1 L2is RL.

  8. 4.1: Closure Properties of RLs (7) • 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.

  9. 4.1: Closure Properties of RLs (8) • 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)

  10. 4.1: Closure Properties of RLs (9) • 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)

  11. 4.1: Closure Properties of RLs (10) • Identities: • is the identity for union: •  L = L  = L •  is the identity for concatenation: • L = L = L

  12. 4.1: Closure Properties of RLs (11) • Other Rules for Kleene Closure • (L*)* = L* • L+ = LL* = L*L • L* = L+| •  * =  • * = 

  13. 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

  14. 4.3: Non-regular Languages (1) • The language • L= {anbn | 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= {anbn | n  0} is not regular • L1L2 = L2 which is not regular

  15. 4.3: Non-regular Languages (2) • The language • L= {anbm | n, m 0 and n m} is not regular. • Proof: • L is regular iff La*b* is regular. • But La*b* = {anbn | n 0}, which we know is not regular. • Then L is not regular.

  16. 4.3: Non-regular Languages (3) • 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} • …...

  17. 4.3: Non-regular Languages (4) • 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: a a a a b b b q0 q1 q2 qr qr+1 …... q2r …... ar br path for accepting arbr

  18. 4.3: Non-regular Languages (5) • 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

  19. 4.3: Non-regular Languages (6) • 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 a a a a q0 q1 q2 qn2 …... path for accepting an2

  20. 4.3: Non-regular Languages (7) A loop of length m qi= qj qn2 F a path in M q0 • 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)

  21. 4.3: Non-regular Languages (8) • 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 a a a a q0 q1 q2 qp …... path for accepting ap

  22. 4.3: Non-regular Languages (9) qi= qj A loop of length m qp F a path in M q0 • 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

  23. 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

  24. 4.3: Pumping Lemma (2) a1 a2 an-1 an q0 q1 qn-1 qn … • 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

  25. 4.3: Pumping Lemma (3) … aj ai+1 a1 ai aj+1 an q0 qi=qj qn … … • Since |w| k, path must contain at least one loop • Consider any one such loop (cycle) • Break string & path into three parts: before, during, & afterloop • Given other inputs, could loop an arbitrary number of times • (a1…ai)(ai+1…aj)*(aj+1…an) also accepted

  26. 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.

  27. 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

  28. 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

  29. 4.3: Pumping Lemma (7) qi qn F w(1) w(2) w(3) w(n) q0 q1 q2 qn a path in M …... q0 • 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

  30. 4.3: Pumping Lemma (8) qi qn  F a path in M q0 • 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.

  31. 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

  32. 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

  33. 4.3: Pumping Lemma (11) • Example 1: • L = {ambm | m 0} • Assume L is regular, n is the # of DFA states • Let w = anbn where |w| = 2nn • w =apajan-p-jbn where p + j n and j 1 • w =u vz • u & v contain only a’s, since |uv|  n • Pick i = 2: • uv2z =apajajan-p-jbn = anajbn • uv2zcontains more a’s than b’s, since |v|  1 • uv2z L • Contradiction and hence L is not regular

  34. 4.3: Pumping Lemma (12) • Example 2: • L = {w | w {a, b}*, w has equal number of a’s and b’s} • w = anbn • 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

  35. 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

  36. 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)nwhere j 1 and m + jn uvz

  37. 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

  38. 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

  39. 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.

  40. 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

  41. 4.3: Pumping Lemma (19) • L = {w {a, b}*, w has equal number of a’s and b’s} • Consider L’ = La*b* = {anbn | 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

  42. 4.3: Pumping Lemma (20) Example • Prove that Lis 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

  43. 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 • 0n1n = 0*1* 0n1n

  44. 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?

  45. 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

More Related