Intro to Theory of Computation

Size: px
Start display at page:

Download "Intro to Theory of Computation"

Transcription

1 Intro to Theory of Computation 1/19/2016 LECTURE 3 Last time: DFAs and NFAs Operations on languages Today: Nondeterminism Equivalence of NFAs and DFAs Closure properties of regular languages Sofya Raskhodnikova Sofya Raskhodnikova; based on slides by Nick Hopper L3.1

2 Nondeterminism Nondeterministic Finite Automaton (NFA) accepts a string w if there is a way to make it reach an accept state on input w. L3.2

3 I-clicker problem (frequency: AC) What is the language of this NFA? (0 k means 00 0 ) k ε 0 0 A. {0 k k is a multiple of 2}. ε 0 0 B. {0 k k is a multiple of 3}. C. {0 k k is a multiple of 6}. 0 D. {0 k k is a multiple of 2 or 3}. E. None of the above.

4 Formal Definition An NFA is a 5-tuple M = (Q, Σ,, q 0, F) Q is the set of states Σ is the alphabet : Q Σ ε P(Q) is the transition function q 0 Q is the start state F Q is the set of accept states P(Q) is the set of subsets of Q and Σ ε = Σ {ε} M accepts a string w if there is a path from q 0 to an accept state that w follows. 1/19/2016 Sofya Raskhodnikova; based on slides by Nick Hopper L3.4

5 Example 0,1 0,1 q 0 1 0,ε 1 q 1 q 2 q 3 N = (Q, Σ,, q 0, F) Q = {q 0, q 1, q 2, q 3 } Σ = {0,1} F = {q 3 } (q 0,0) = {q 0 } (q 0,1) = {q 0, q 1 } (q 1,ε) = {q 1,q 2 } (q 2,0) = L3.6

6 Nondeterminism Deterministic Computation accept or reject Nondeterministic Computation accept reject Ways to think about nondeterminism parallel computation tree of possible computations guessing and verifying the right choice L3.7

7 NFAs ARE SIMPLER THAN DFAs A DFA that recognizes the language {1}: 0 0,1 1 0,1 An NFA that recognizes the language {1}: 1 L3.8

8 A DFA recognizing {1} Theorem. Every DFA for language {1} must have at least 3 states. Proof: 1/19/2016 L3.9

9 Equivalence of NFAs & DFAs Theorem. Every NFA has an equivalent DFA. Corollary: A language is regular iff it is recognized by an NFA. L3.10

10 NFA to DFA Conversion Input: N = (Q, Σ,, q 0, F) Output: M = (Q, Σ,, q 0, F ) Intuition: Do the computation in parallel, maintaining the set of states where all threads are. reject Idea: accept Q = P(Q) L4.11

11 NFA to DFA Conversion Input: N = (Q, Σ,, q 0, F) Output: M = (Q, Σ,, q 0, F ) Q = P(Q) : Q Σ Q (R, ) = E( (r, ) ) r R q 0 = E({q 0 }) For R Q, let E(R) be the set of states reachable by ε-transitions from the states in R. for all R Q and Σ. F = { R Q R contains some accept state of N} L4.12

12 Example: NFA to DFA 1) a 1 b L3.13

13 Examples NFA to DFA 2) 1 0,1 ε L3.14

14 Regular Operations on languages Complement: A = { w w A } Union: A B = { w w A or w B } Intersection: A B = { w w A and w B } Reverse: A R = { w 1 w k w k w 1 A } Concatenation: A B = { vw v A and w B } Star: A* = { w 1 w k k 0 and each w i A } L3.15

15 Closure properties of the class of regular languages THEOREM. The class of regular languages is closed under all 6 operations. If A and B are regular, applying any of these operation yields a regular language. L3.16

16 I-clicker problem (frequency: AC) Let L be the set of words in English. Then L L R is A. The set of English words in alphabetical order, followed the same words in reverse alphabetical order. B. {w w is an English word or an English word written backwords}. C. {w w is an English word that is a palindrome}. D. None of the above.

17 Palindromes A palindrome is a word or a phrase that reads the same forward and backward. Examples mom madam Never odd or even. Stressed? No tips? Spit on desserts! L3.18

18 I-clicker problem (frequency: AC) Let L be the set of words in English. Then L L R is A. The set of English words in alphabetical order, followed the same words in reverse alphabetical order. B. {w w is an English word or an English word written backwords}. C. {w w is an English word that is a palindrome}. D. None of the above.

CS 154, Lecture 2: Finite Automata, Closure Properties Nondeterminism,

CS 154, Lecture 2: Finite Automata, Closure Properties Nondeterminism, CS 54, Lecture 2: Finite Automata, Closure Properties Nondeterminism, Why so Many Models? Streaming Algorithms 0 42 Deterministic Finite Automata Anatomy of Deterministic Finite Automata transition: for

More information

Theory of Computation (I) Yijia Chen Fudan University

Theory of Computation (I) Yijia Chen Fudan University Theory of Computation (I) Yijia Chen Fudan University Instructor Yijia Chen Homepage: http://basics.sjtu.edu.cn/~chen Email: yijiachen@fudan.edu.cn Textbook Introduction to the Theory of Computation Michael

More information

CS 154. Finite Automata, Nondeterminism, Regular Expressions

CS 154. Finite Automata, Nondeterminism, Regular Expressions CS 54 Finite Automata, Nondeterminism, Regular Expressions Read string left to right The DFA accepts a string if the process ends in a double circle A DFA is a 5-tuple M = (Q, Σ, δ, q, F) Q is the set

More information

FORMAL LANGUAGES, AUTOMATA AND COMPUTABILITY

FORMAL LANGUAGES, AUTOMATA AND COMPUTABILITY 5-453 FORMAL LANGUAGES, AUTOMATA AND COMPUTABILITY NON-DETERMINISM and REGULAR OPERATIONS THURSDAY JAN 6 UNION THEOREM The union of two regular languages is also a regular language Regular Languages Are

More information

Equivalence of DFAs and NFAs

Equivalence of DFAs and NFAs CS 172: Computability and Complexity Equivalence of DFAs and NFAs It s a tie! DFA NFA Sanjit A. Seshia EECS, UC Berkeley Acknowledgments: L.von Ahn, L. Blum, M. Blum What we ll do today Prove that DFAs

More information

COM364 Automata Theory Lecture Note 2 - Nondeterminism

COM364 Automata Theory Lecture Note 2 - Nondeterminism COM364 Automata Theory Lecture Note 2 - Nondeterminism Kurtuluş Küllü March 2018 The FA we saw until now were deterministic FA (DFA) in the sense that for each state and input symbol there was exactly

More information

Intro to Theory of Computation

Intro to Theory of Computation Intro to Theory of Computation LECTURE 14 Last time Turing Machine Variants Church-Turing Thesis Today Universal TM Decidable languages Designing deciders Sofya Raskhodnikova 3/1/2016 Sofya Raskhodnikova;

More information

Closure under the Regular Operations

Closure under the Regular Operations September 7, 2013 Application of NFA Now we use the NFA to show that collection of regular languages is closed under regular operations union, concatenation, and star Earlier we have shown this closure

More information

Automata Theory. Lecture on Discussion Course of CS120. Runzhe SJTU ACM CLASS

Automata Theory. Lecture on Discussion Course of CS120. Runzhe SJTU ACM CLASS Automata Theory Lecture on Discussion Course of CS2 This Lecture is about Mathematical Models of Computation. Why Should I Care? - Ways of thinking. - Theory can drive practice. - Don t be an Instrumentalist.

More information

CS 154, Lecture 3: DFA NFA, Regular Expressions

CS 154, Lecture 3: DFA NFA, Regular Expressions CS 154, Lecture 3: DFA NFA, Regular Expressions Homework 1 is coming out Deterministic Finite Automata Computation with finite memory Non-Deterministic Finite Automata Computation with finite memory and

More information

September 7, Formal Definition of a Nondeterministic Finite Automaton

September 7, Formal Definition of a Nondeterministic Finite Automaton Formal Definition of a Nondeterministic Finite Automaton September 7, 2014 A comment first The formal definition of an NFA is similar to that of a DFA. Both have states, an alphabet, transition function,

More information

Nondeterministic Finite Automata

Nondeterministic Finite Automata Nondeterministic Finite Automata Not A DFA Does not have exactly one transition from every state on every symbol: Two transitions from q 0 on a No transition from q 1 (on either a or b) Though not a DFA,

More information

Chap. 1.2 NonDeterministic Finite Automata (NFA)

Chap. 1.2 NonDeterministic Finite Automata (NFA) Chap. 1.2 NonDeterministic Finite Automata (NFA) DFAs: exactly 1 new state for any state & next char NFA: machine may not work same each time More than 1 transition rule for same state & input Any one

More information

Chapter Five: Nondeterministic Finite Automata

Chapter Five: Nondeterministic Finite Automata Chapter Five: Nondeterministic Finite Automata From DFA to NFA A DFA has exactly one transition from every state on every symbol in the alphabet. By relaxing this requirement we get a related but more

More information

Finite Automata and Regular languages

Finite Automata and Regular languages Finite Automata and Regular languages Huan Long Shanghai Jiao Tong University Acknowledgements Part of the slides comes from a similar course in Fudan University given by Prof. Yijia Chen. http://basics.sjtu.edu.cn/

More information

Inf2A: Converting from NFAs to DFAs and Closure Properties

Inf2A: Converting from NFAs to DFAs and Closure Properties 1/43 Inf2A: Converting from NFAs to DFAs and Stuart Anderson School of Informatics University of Edinburgh October 13, 2009 Starter Questions 2/43 1 Can you devise a way of testing for any FSM M whether

More information

Finite Automata Part Two

Finite Automata Part Two Finite Automata Part Two DFAs A DFA is a Deterministic Finite Automaton A DFA is defined relative to some alphabet Σ. For each state in the DFA, there must be exactly one transition defined for each symbol

More information

Great Theoretical Ideas in Computer Science. Lecture 4: Deterministic Finite Automaton (DFA), Part 2

Great Theoretical Ideas in Computer Science. Lecture 4: Deterministic Finite Automaton (DFA), Part 2 5-25 Great Theoretical Ideas in Computer Science Lecture 4: Deterministic Finite Automaton (DFA), Part 2 January 26th, 27 Formal definition: DFA A deterministic finite automaton (DFA) M =(Q,,,q,F) M is

More information

Intro to Theory of Computation

Intro to Theory of Computation Intro to Theory of Computation LECTURE 15 Last time Decidable languages Designing deciders Today Designing deciders Undecidable languages Diagonalization Sofya Raskhodnikova 3/1/2016 Sofya Raskhodnikova;

More information

CS 455/555: Finite automata

CS 455/555: Finite automata CS 455/555: Finite automata Stefan D. Bruda Winter 2019 AUTOMATA (FINITE OR NOT) Generally any automaton Has a finite-state control Scans the input one symbol at a time Takes an action based on the currently

More information

Lecture 3: Nondeterministic Finite Automata

Lecture 3: Nondeterministic Finite Automata Lecture 3: Nondeterministic Finite Automata September 5, 206 CS 00 Theory of Computation As a recap of last lecture, recall that a deterministic finite automaton (DFA) consists of (Q, Σ, δ, q 0, F ) where

More information

T (s, xa) = T (T (s, x), a). The language recognized by M, denoted L(M), is the set of strings accepted by M. That is,

T (s, xa) = T (T (s, x), a). The language recognized by M, denoted L(M), is the set of strings accepted by M. That is, Recall A deterministic finite automaton is a five-tuple where S is a finite set of states, M = (S, Σ, T, s 0, F ) Σ is an alphabet the input alphabet, T : S Σ S is the transition function, s 0 S is the

More information

Intro to Theory of Computation

Intro to Theory of Computation Intro to Theory of Computation LECTURE 7 Last time: Proving a language is not regular Pushdown automata (PDAs) Today: Context-free grammars (CFG) Equivalence of CFGs and PDAs Sofya Raskhodnikova 1/31/2016

More information

Deterministic Finite Automata. Non deterministic finite automata. Non-Deterministic Finite Automata (NFA) Non-Deterministic Finite Automata (NFA)

Deterministic Finite Automata. Non deterministic finite automata. Non-Deterministic Finite Automata (NFA) Non-Deterministic Finite Automata (NFA) Deterministic Finite Automata Non deterministic finite automata Automata we ve been dealing with have been deterministic For every state and every alphabet symbol there is exactly one move that the machine

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION Spring 2016 http://cseweb.ucsd.edu/classes/sp16/cse105-ab/ Today's learning goals Sipser Ch 3.3, 4.1 State and use the Church-Turing thesis. Give examples of decidable problems.

More information

CSE 105 Theory of Computation Professor Jeanne Ferrante

CSE 105 Theory of Computation  Professor Jeanne Ferrante CSE 105 Theory of Computation http://www.jflap.org/jflaptmp/ Professor Jeanne Ferrante 1 Today s agenda NFA Review and Design NFA s Equivalence to DFA s Another Closure Property proof for Regular Languages

More information

Fooling Sets and. Lecture 5

Fooling Sets and. Lecture 5 Fooling Sets and Introduction to Nondeterministic Finite Automata Lecture 5 Proving that a language is not regular Given a language, we saw how to prove it is regular (union, intersection, concatenation,

More information

INF Introduction and Regular Languages. Daniel Lupp. 18th January University of Oslo. Department of Informatics. Universitetet i Oslo

INF Introduction and Regular Languages. Daniel Lupp. 18th January University of Oslo. Department of Informatics. Universitetet i Oslo INF28 1. Introduction and Regular Languages Daniel Lupp Universitetet i Oslo 18th January 218 Department of Informatics University of Oslo INF28 Lecture :: 18th January 1 / 33 Details on the Course consists

More information

Introduction to the Theory of Computation. Automata 1VO + 1PS. Lecturer: Dr. Ana Sokolova.

Introduction to the Theory of Computation. Automata 1VO + 1PS. Lecturer: Dr. Ana Sokolova. Introduction to the Theory of Computation Automata 1VO + 1PS Lecturer: Dr. Ana Sokolova http://cs.uni-salzburg.at/~anas/ Setup and Dates Lectures Tuesday 10:45 pm - 12:15 pm Instructions Tuesday 12:30

More information

2017/08/29 Chapter 1.2 in Sipser Ø Announcement:

2017/08/29 Chapter 1.2 in Sipser Ø Announcement: Nondeterministic Human-aware Finite Robo.cs Automata 2017/08/29 Chapter 1.2 in Sipser Ø Announcement: q Piazza registration: http://piazza.com/asu/fall2017/cse355 q First poll will be posted on Piazza

More information

Theory of Computation (II) Yijia Chen Fudan University

Theory of Computation (II) Yijia Chen Fudan University Theory of Computation (II) Yijia Chen Fudan University Review A language L is a subset of strings over an alphabet Σ. Our goal is to identify those languages that can be recognized by one of the simplest

More information

Lecture 4 Nondeterministic Finite Accepters

Lecture 4 Nondeterministic Finite Accepters Lecture 4 Nondeterministic Finite Accepters COT 4420 Theory of Computation Section 2.2, 2.3 Nondeterminism A nondeterministic finite automaton can go to several states at once. Transitions from one state

More information

Introduction to the Theory of Computation. Automata 1VO + 1PS. Lecturer: Dr. Ana Sokolova.

Introduction to the Theory of Computation. Automata 1VO + 1PS. Lecturer: Dr. Ana Sokolova. Introduction to the Theory of Computation Automata 1VO + 1PS Lecturer: Dr. Ana Sokolova http://cs.uni-salzburg.at/~anas/ Setup and Dates Lectures and Instructions 23.10. 3.11. 17.11. 24.11. 1.12. 11.12.

More information

Nondeterministic Finite Automata

Nondeterministic Finite Automata Nondeterministic Finite Automata Mahesh Viswanathan Introducing Nondeterminism Consider the machine shown in Figure. Like a DFA it has finitely many states and transitions labeled by symbols from an input

More information

Theory of Computation p.1/?? Theory of Computation p.2/?? Unknown: Implicitly a Boolean variable: true if a word is

Theory of Computation p.1/?? Theory of Computation p.2/?? Unknown: Implicitly a Boolean variable: true if a word is Abstraction of Problems Data: abstracted as a word in a given alphabet. Σ: alphabet, a finite, non-empty set of symbols. Σ : all the words of finite length built up using Σ: Conditions: abstracted as a

More information

Intro to Theory of Computation

Intro to Theory of Computation Intro to Theory of Computation 1/26/2016 LECTURE 5 Last time: Closure properties. Equivalence of NFAs, DFAs and regular expressions Today: Conversion from NFAs to regular expressions Proving that a language

More information

Lecture 1: Finite State Automaton

Lecture 1: Finite State Automaton Lecture 1: Finite State Automaton Instructor: Ketan Mulmuley Scriber: Yuan Li January 6, 2015 1 Deterministic Finite Automaton Informally, a deterministic finite automaton (DFA) has finite number of s-

More information

CPS 220 Theory of Computation REGULAR LANGUAGES

CPS 220 Theory of Computation REGULAR LANGUAGES CPS 22 Theory of Computation REGULAR LANGUAGES Introduction Model (def) a miniature representation of a thing; sometimes a facsimile Iraq village mockup for the Marines Scientific modelling - the process

More information

CS21 Decidability and Tractability

CS21 Decidability and Tractability CS21 Decidability and Tractability Lecture 2 January 5, 2018 January 5, 2018 CS21 Lecture 2 1 Outline Finite Automata Nondeterministic Finite Automata Closure under regular operations NFA, FA equivalence

More information

Nondeterminism and Epsilon Transitions

Nondeterminism and Epsilon Transitions Nondeterminism and Epsilon Transitions Mridul Aanjaneya Stanford University June 28, 22 Mridul Aanjaneya Automata Theory / 3 Challenge Problem Question Prove that any square with side length a power of

More information

Non-deterministic Finite Automata (NFAs)

Non-deterministic Finite Automata (NFAs) Algorithms & Models of Computation CS/ECE 374, Fall 27 Non-deterministic Finite Automata (NFAs) Part I NFA Introduction Lecture 4 Thursday, September 7, 27 Sariel Har-Peled (UIUC) CS374 Fall 27 / 39 Sariel

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION "Winter" 2018 http://cseweb.ucsd.edu/classes/wi18/cse105-ab/ Today's learning goals Sipser Section 1.1 Design an automaton that recognizes a given language. Specify each of

More information

CS 530: Theory of Computation Based on Sipser (second edition): Notes on regular languages(version 1.1)

CS 530: Theory of Computation Based on Sipser (second edition): Notes on regular languages(version 1.1) CS 530: Theory of Computation Based on Sipser (second edition): Notes on regular languages(version 1.1) Definition 1 (Alphabet) A alphabet is a finite set of objects called symbols. Definition 2 (String)

More information

Intro to Theory of Computation

Intro to Theory of Computation Intro to Theory of Computation LECTURE 9 Last time: Converting a PDA to a CFG Pumping Lemma for CFLs Today: Pumping Lemma for CFLs Review of CFGs/PDAs Sofya Raskhodnikova 2/9/2016 Sofya Raskhodnikova;

More information

Theory of Languages and Automata

Theory of Languages and Automata Theory of Languages and Automata Chapter 1- Regular Languages & Finite State Automaton Sharif University of Technology Finite State Automaton We begin with the simplest model of Computation, called finite

More information

Nondeterministic Finite Automata

Nondeterministic Finite Automata Nondeterministic Finite Automata Lecture 6 Section 2.2 Robb T. Koether Hampden-Sydney College Mon, Sep 5, 2016 Robb T. Koether (Hampden-Sydney College) Nondeterministic Finite Automata Mon, Sep 5, 2016

More information

CSE 311: Foundations of Computing. Lecture 23: Finite State Machine Minimization & NFAs

CSE 311: Foundations of Computing. Lecture 23: Finite State Machine Minimization & NFAs CSE : Foundations of Computing Lecture : Finite State Machine Minimization & NFAs State Minimization Many different FSMs (DFAs) for the same problem Take a given FSM and try to reduce its state set by

More information

Classes and conversions

Classes and conversions Classes and conversions Regular expressions Syntax: r = ε a r r r + r r Semantics: The language L r of a regular expression r is inductively defined as follows: L =, L ε = {ε}, L a = a L r r = L r L r

More information

Finite Automata. Mahesh Viswanathan

Finite Automata. Mahesh Viswanathan Finite Automata Mahesh Viswanathan In this lecture, we will consider different models of finite state machines and study their relative power. These notes assume that the reader is familiar with DFAs,

More information

Nondeterminism. September 7, Nondeterminism

Nondeterminism. September 7, Nondeterminism September 7, 204 Introduction is a useful concept that has a great impact on the theory of computation Introduction is a useful concept that has a great impact on the theory of computation So far in our

More information

CS 154 Introduction to Automata and Complexity Theory

CS 154 Introduction to Automata and Complexity Theory CS 154 Introduction to Automata and Complexity Theory cs154.stanford.edu 1 INSTRUCTORS & TAs Ryan Williams Cody Murray Lera Nikolaenko Sunny Rajan 2 Textbook 3 Homework / Problem Sets Homework will be

More information

Clarifications from last time. This Lecture. Last Lecture. CMSC 330: Organization of Programming Languages. Finite Automata.

Clarifications from last time. This Lecture. Last Lecture. CMSC 330: Organization of Programming Languages. Finite Automata. CMSC 330: Organization of Programming Languages Last Lecture Languages Sets of strings Operations on languages Finite Automata Regular expressions Constants Operators Precedence CMSC 330 2 Clarifications

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION Spring 2018 http://cseweb.ucsd.edu/classes/sp18/cse105-ab/ Today's learning goals Sipser Ch 4.1 Explain what it means for a problem to be decidable. Justify the use of encoding.

More information

CS243, Logic and Computation Nondeterministic finite automata

CS243, Logic and Computation Nondeterministic finite automata CS243, Prof. Alvarez NONDETERMINISTIC FINITE AUTOMATA (NFA) Prof. Sergio A. Alvarez http://www.cs.bc.edu/ alvarez/ Maloney Hall, room 569 alvarez@cs.bc.edu Computer Science Department voice: (67) 552-4333

More information

Nondeterministic Finite Automata. Nondeterminism Subset Construction

Nondeterministic Finite Automata. Nondeterminism Subset Construction Nondeterministic Finite Automata Nondeterminism Subset Construction 1 Nondeterminism A nondeterministic finite automaton has the ability to be in several states at once. Transitions from a state on an

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION "Winter" 2018 http://cseweb.ucsd.edu/classes/wi18/cse105-ab/ Today's learning goals Sipser Ch 4.1 Explain what it means for a problem to be decidable. Justify the use of encoding.

More information

Nondeterministic finite automata

Nondeterministic finite automata Lecture 3 Nondeterministic finite automata This lecture is focused on the nondeterministic finite automata (NFA) model and its relationship to the DFA model. Nondeterminism is an important concept in the

More information

Automata and Languages

Automata and Languages Automata and Languages Prof. Mohamed Hamada Software Engineering Lab. The University of Aizu Japan Nondeterministic Finite Automata with empty moves (-NFA) Definition A nondeterministic finite automaton

More information

Finite State Transducers

Finite State Transducers Finite State Transducers Eric Gribkoff May 29, 2013 Original Slides by Thomas Hanneforth (Universitat Potsdam) Outline 1 Definition of Finite State Transducer 2 Examples of FSTs 3 Definition of Regular

More information

Constructions on Finite Automata

Constructions on Finite Automata Constructions on Finite Automata Informatics 2A: Lecture 4 Mary Cryan School of Informatics University of Edinburgh mcryan@inf.ed.ac.uk 24 September 2018 1 / 33 Determinization The subset construction

More information

Pushdown automata. Twan van Laarhoven. Institute for Computing and Information Sciences Intelligent Systems Radboud University Nijmegen

Pushdown automata. Twan van Laarhoven. Institute for Computing and Information Sciences Intelligent Systems Radboud University Nijmegen Pushdown automata Twan van Laarhoven Institute for Computing and Information Sciences Intelligent Systems Version: fall 2014 T. van Laarhoven Version: fall 2014 Formal Languages, Grammars and Automata

More information

CISC 4090: Theory of Computation Chapter 1 Regular Languages. Section 1.1: Finite Automata. What is a computer? Finite automata

CISC 4090: Theory of Computation Chapter 1 Regular Languages. Section 1.1: Finite Automata. What is a computer? Finite automata CISC 4090: Theory of Computation Chapter Regular Languages Xiaolan Zhang, adapted from slides by Prof. Werschulz Section.: Finite Automata Fordham University Department of Computer and Information Sciences

More information

Formal Models in NLP

Formal Models in NLP Formal Models in NLP Finite-State Automata Nina Seemann Universität Stuttgart Institut für Maschinelle Sprachverarbeitung Pfaffenwaldring 5b 70569 Stuttgart May 15, 2012 Nina Seemann (IMS) Formal Models

More information

CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata (cont )

CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata (cont ) CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata (cont ) Sungjin Im University of California, Merced 2-3-214 Example II A ɛ B ɛ D F C E Example II A ɛ B ɛ D F C E NFA accepting

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION "Winter" 2018 http://cseweb.ucsd.edu/classes/wi18/cse105-ab/ Today's learning goals Sipser Section 1.1 Determine if a language is regular Apply closure properties to conclude

More information

Computational Models Lecture 2 1

Computational Models Lecture 2 1 Computational Models Lecture 2 1 Handout Mode Ronitt Rubinfeld and Iftach Haitner. Tel Aviv University. March 16/18, 2015 1 Based on frames by Benny Chor, Tel Aviv University, modifying frames by Maurice

More information

3515ICT: Theory of Computation. Regular languages

3515ICT: Theory of Computation. Regular languages 3515ICT: Theory of Computation Regular languages Notation and concepts concerning alphabets, strings and languages, and identification of languages with problems (H, 1.5). Regular expressions (H, 3.1,

More information

CSE 105 THEORY OF COMPUTATION. Spring 2018 review class

CSE 105 THEORY OF COMPUTATION. Spring 2018 review class CSE 105 THEORY OF COMPUTATION Spring 2018 review class Today's learning goals Summarize key concepts, ideas, themes from CSE 105. Approach your final exam studying with confidence. Identify areas to focus

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION "Winter" 2018 http://cseweb.ucsd.edu/classes/wi18/cse105-ab/ Today's learning goals Sipser Section 1.1 Construct finite automata using algorithms from closure arguments Determine

More information

CS21 Decidability and Tractability

CS21 Decidability and Tractability CS21 Decidability and Tractability Lecture 3 January 9, 2017 January 9, 2017 CS21 Lecture 3 1 Outline NFA, FA equivalence Regular Expressions FA and Regular Expressions January 9, 2017 CS21 Lecture 3 2

More information

UNIT-II. NONDETERMINISTIC FINITE AUTOMATA WITH ε TRANSITIONS: SIGNIFICANCE. Use of ε-transitions. s t a r t. ε r. e g u l a r

UNIT-II. NONDETERMINISTIC FINITE AUTOMATA WITH ε TRANSITIONS: SIGNIFICANCE. Use of ε-transitions. s t a r t. ε r. e g u l a r Syllabus R9 Regulation UNIT-II NONDETERMINISTIC FINITE AUTOMATA WITH ε TRANSITIONS: In the automata theory, a nondeterministic finite automaton (NFA) or nondeterministic finite state machine is a finite

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION Spring 2018 http://cseweb.ucsd.edu/classes/sp18/cse105-ab/ Today's learning goals Sipser Section 1.1 Prove closure properties of the class of regular languages Apply closure

More information

Languages. Non deterministic finite automata with ε transitions. First there was the DFA. Finite Automata. Non-Deterministic Finite Automata (NFA)

Languages. Non deterministic finite automata with ε transitions. First there was the DFA. Finite Automata. Non-Deterministic Finite Automata (NFA) Languages Non deterministic finite automata with ε transitions Recall What is a language? What is a class of languages? Finite Automata Consists of A set of states (Q) A start state (q o ) A set of accepting

More information

CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata

CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata CSE 135: Introduction to Theory of Computation Nondeterministic Finite Automata Sungjin Im University of California, Merced 1-27-215 Nondeterminism Michael Rabin and Dana Scott (1959) Michael Rabin Dana

More information

CS 154. Finite Automata vs Regular Expressions, Non-Regular Languages

CS 154. Finite Automata vs Regular Expressions, Non-Regular Languages CS 154 Finite Automata vs Regular Expressions, Non-Regular Languages Deterministic Finite Automata Computation with finite memory Non-Deterministic Finite Automata Computation with finite memory and guessing

More information

CPSC 421: Tutorial #1

CPSC 421: Tutorial #1 CPSC 421: Tutorial #1 October 14, 2016 Set Theory. 1. Let A be an arbitrary set, and let B = {x A : x / x}. That is, B contains all sets in A that do not contain themselves: For all y, ( ) y B if and only

More information

Büchi Automata and their closure properties. - Ajith S and Ankit Kumar

Büchi Automata and their closure properties. - Ajith S and Ankit Kumar Büchi Automata and their closure properties - Ajith S and Ankit Kumar Motivation Conventional programs accept input, compute, output result, then terminate Reactive program : not expected to terminate

More information

Closure Properties of Regular Languages. Union, Intersection, Difference, Concatenation, Kleene Closure, Reversal, Homomorphism, Inverse Homomorphism

Closure Properties of Regular Languages. Union, Intersection, Difference, Concatenation, Kleene Closure, Reversal, Homomorphism, Inverse Homomorphism Closure Properties of Regular Languages Union, Intersection, Difference, Concatenation, Kleene Closure, Reversal, Homomorphism, Inverse Homomorphism Closure Properties Recall a closure property is a statement

More information

Properties of Regular Languages. BBM Automata Theory and Formal Languages 1

Properties of Regular Languages. BBM Automata Theory and Formal Languages 1 Properties of Regular Languages BBM 401 - Automata Theory and Formal Languages 1 Properties of Regular Languages Pumping Lemma: Every regular language satisfies the pumping lemma. A non-regular language

More information

CSE 105 THEORY OF COMPUTATION

CSE 105 THEORY OF COMPUTATION CSE 105 THEORY OF COMPUTATION Spring 2017 http://cseweb.ucsd.edu/classes/sp17/cse105-ab/ Today's learning goals Summarize key concepts, ideas, themes from CSE 105. Approach your final exam studying with

More information

Computational Models Lecture 2 1

Computational Models Lecture 2 1 Computational Models Lecture 2 1 Handout Mode Iftach Haitner. Tel Aviv University. October 30, 2017 1 Based on frames by Benny Chor, Tel Aviv University, modifying frames by Maurice Herlihy, Brown University.

More information

Lecture Notes On THEORY OF COMPUTATION MODULE -1 UNIT - 2

Lecture Notes On THEORY OF COMPUTATION MODULE -1 UNIT - 2 BIJU PATNAIK UNIVERSITY OF TECHNOLOGY, ODISHA Lecture Notes On THEORY OF COMPUTATION MODULE -1 UNIT - 2 Prepared by, Dr. Subhendu Kumar Rath, BPUT, Odisha. UNIT 2 Structure NON-DETERMINISTIC FINITE AUTOMATA

More information

Decision, Computation and Language

Decision, Computation and Language Decision, Computation and Language Non-Deterministic Finite Automata (NFA) Dr. Muhammad S Khan (mskhan@liv.ac.uk) Ashton Building, Room G22 http://www.csc.liv.ac.uk/~khan/comp218 Finite State Automata

More information

cse303 ELEMENTS OF THE THEORY OF COMPUTATION Professor Anita Wasilewska

cse303 ELEMENTS OF THE THEORY OF COMPUTATION Professor Anita Wasilewska cse303 ELEMENTS OF THE THEORY OF COMPUTATION Professor Anita Wasilewska LECTURE 6 CHAPTER 2 FINITE AUTOMATA 2. Nondeterministic Finite Automata NFA 3. Finite Automata and Regular Expressions 4. Languages

More information

Computational Models - Lecture 4

Computational Models - Lecture 4 Computational Models - Lecture 4 Regular languages: The Myhill-Nerode Theorem Context-free Grammars Chomsky Normal Form Pumping Lemma for context free languages Non context-free languages: Examples Push

More information

Finite Automata Part Two

Finite Automata Part Two Finite Automata Part Two Recap from Last Time Old MacDonald Had a Symbol, Σ-eye-ε-ey, Oh! You may have noticed that we have several letter- E-ish symbols in CS103, which can get confusing! Here s a quick

More information

DM17. Beregnelighed. Jacob Aae Mikkelsen

DM17. Beregnelighed. Jacob Aae Mikkelsen DM17 Beregnelighed Jacob Aae Mikkelsen January 12, 2007 CONTENTS Contents 1 Introduction 2 1.1 Operations with languages...................... 2 2 Finite Automata 3 2.1 Regular expressions/languages....................

More information

CSE355 SUMMER 2018 LECTURES TURING MACHINES AND (UN)DECIDABILITY

CSE355 SUMMER 2018 LECTURES TURING MACHINES AND (UN)DECIDABILITY CSE355 SUMMER 2018 LECTURES TURING MACHINES AND (UN)DECIDABILITY RYAN DOUGHERTY If we want to talk about a program running on a real computer, consider the following: when a program reads an instruction,

More information

Finite Universes. L is a fixed-length language if it has length n for some

Finite Universes. L is a fixed-length language if it has length n for some Finite Universes Finite Universes When the universe is finite (e.g., the interval 0, 2 1 ), all objects can be encoded by words of the same length. A language L has length n 0 if L =, or every word of

More information

Introduction to Languages and Computation

Introduction to Languages and Computation Introduction to Languages and Computation George Voutsadakis 1 1 Mathematics and Computer Science Lake Superior State University LSSU Math 400 George Voutsadakis (LSSU) Languages and Computation July 2014

More information

CISC 4090 Theory of Computation

CISC 4090 Theory of Computation 9/2/28 Stereotypical computer CISC 49 Theory of Computation Finite state machines & Regular languages Professor Daniel Leeds dleeds@fordham.edu JMH 332 Central processing unit (CPU) performs all the instructions

More information

HKN CS/ECE 374 Midterm 1 Review. Nathan Bleier and Mahir Morshed

HKN CS/ECE 374 Midterm 1 Review. Nathan Bleier and Mahir Morshed HKN CS/ECE 374 Midterm 1 Review Nathan Bleier and Mahir Morshed For the most part, all about strings! String induction (to some extent) Regular languages Regular expressions (regexps) Deterministic finite

More information

THEORY OF COMPUTATION (AUBER) EXAM CRIB SHEET

THEORY OF COMPUTATION (AUBER) EXAM CRIB SHEET THEORY OF COMPUTATION (AUBER) EXAM CRIB SHEET Regular Languages and FA A language is a set of strings over a finite alphabet Σ. All languages are finite or countably infinite. The set of all languages

More information

CSC236 Week 11. Larry Zhang

CSC236 Week 11. Larry Zhang CSC236 Week 11 Larry Zhang 1 Announcements Next week s lecture: Final exam review This week s tutorial: Exercises with DFAs PS9 will be out later this week s. 2 Recap Last week we learned about Deterministic

More information

Lecture 17: Language Recognition

Lecture 17: Language Recognition Lecture 17: Language Recognition Finite State Automata Deterministic and Non-Deterministic Finite Automata Regular Expressions Push-Down Automata Turing Machines Modeling Computation When attempting to

More information

Computational Models - Lecture 1 1

Computational Models - Lecture 1 1 Computational Models - Lecture 1 1 Handout Mode Ronitt Rubinfeld and Iftach Haitner. Tel Aviv University. February 29/ March 02, 2016 1 Based on frames by Benny Chor, Tel Aviv University, modifying frames

More information

Nondeterministic Finite Automata

Nondeterministic Finite Automata Nondeterministic Finite Automata COMP2600 Formal Methods for Software Engineering Katya Lebedeva Australian National University Semester 2, 206 Slides by Katya Lebedeva. COMP 2600 Nondeterministic Finite

More information

Finite Automata. BİL405 - Automata Theory and Formal Languages 1

Finite Automata. BİL405 - Automata Theory and Formal Languages 1 Finite Automata BİL405 - Automata Theory and Formal Languages 1 Deterministic Finite Automata (DFA) A Deterministic Finite Automata (DFA) is a quintuple A = (Q,,, q 0, F) 1. Q is a finite set of states

More information

Closure under the Regular Operations

Closure under the Regular Operations Closure under the Regular Operations Application of NFA Now we use the NFA to show that collection of regular languages is closed under regular operations union, concatenation, and star Earlier we have

More information

Sri vidya college of engineering and technology

Sri vidya college of engineering and technology Unit I FINITE AUTOMATA 1. Define hypothesis. The formal proof can be using deductive proof and inductive proof. The deductive proof consists of sequence of statements given with logical reasoning in order

More information