Theory of Computation CSE 105

Size: px
Start display at page:

Download "Theory of Computation CSE 105"

Transcription

1 $ $ $ Theory of Computtion CSE 105 Regulr Lnguges Study Guide nd Homework I Homework I: Solutions to the following problems should be turned in clss on July 1, Instructions: Write your nswers clerly nd completely. Plese use inches pper. Use stpler or clip to ttch the individul pges. Write your nme. When presenting ny construction, for exmple, n lgorithm or n utomton, plese give n overview of the min ides nd then present the construction. Alwys support the correctness of your construction with short informl proof. 1. For ech of the lnguges given below, design finite stte utomt nd regulr expressions to recognize them. In ll cses the lphbet is. () does not contin the substring 110 (b) contins n even number of 0 s, or exctly two 1 s. Problem 1., Pge 88.. Problem 1.4, Pge 90. Provide short proof of the correctness of your construction. 4. Prove the following lnguges non-regulr:!"# () is prime ; (b) Let $ %'& )( & *( & +( &,(.-'/ Here, contins ll columns of 0 s nd 1 s of height two. A string of symbols in gives two rows of 0 s nd 1 s. Consider ech row to be binry number nd let 1 0 the bottom row of is the reverse of the top row of / 1

2 Study Guide: In the following, the mteril on regulr lnguges (chpter 1) is broken down into number of short topics. For ech topic, list of specific items nd problems re provided. If you understnd these items nd solve the problems, you would do very well in the course. 1 Deterministic Finite Automt (DFA) Topics: The notion nd definition of DFA, presenttion of DFA by trnsition digrms, the notion of cceptnce by DFA, the clss of regulr lnguges, techniques for designing DFAs, nd closure opertions. Designing DFAs , 1., nd 1., pges 8 nd 84.. Exercise 1.4, Pge 84.. For ech of the following regulr expressions, drw DFA recognizing the corresponding lnguge : ;7 () 9 <+ : 7 (b) <5 9 : 7 (c) 4. Drw DFA tht recognizes the lnguge of ll strings of 0 s nd 1 s of length = tht, if they were interpreted s binry representtions of integers, would represent integers evenly divisible by. Leding 0 s re permissible. 5. Show tht if is regulr lnguge nd > is finite lnguge, then nd BAB> re regulr.. Show tht if is non regulr lnguge nd > is finite lnguge, then > nd BAB> re non regulr. 7. Problems 1.5 nd 1.7, Pge , 1.0, 1.41 Closure Properties of Regulr Lnguges 1. For ech sttement below, decide whether it is true or flse, If it is true, prove it; if not, give counter exmple. All prts refer to lnguges over "DC. () If EEFG nd E is not regulr, then H is not regulr. (b) If EEFG is not regulr, then is regulr. (c) If nd re nonregulr, then is nonregulr.

3 (d) If nd re nonregulr, then?i is nonregulr. (e) If is not regulr, then J, the complement of, is not regulr. (f) If E is regulr nd H is nonregulr, then H is nonregulr. (g) If E is regulr, H is nonregulr, nd E?5H is nonregulr, then E nonregulr. :K:K:K (h) If E re regulr, then.l MON M is regulr.. Problem 1.4, 1.4 is Nondeterministic Finite Automt (NFA) Topics: The notion of nondeterminism, definition of cceptnce for NFAs, economy of sttes by using NFA, equivlence of DFAs nd NFAs, nd exmples tht illustrte the conversion of n NFA to n equivlent DFA. Notion of Nondeterminism 1.9, 1.10, pge 85 Prctice in Designing NFAs 1.5, 1., 1.7, 1.8, pges 84 nd 85. Prctice in converting n NFA to n equivlent DFA 1.1, pge 85. Regulr Expressions (RE) Topics: The definition of regulr expressions, writing regulr expressions, equivlence with finite utomt: every regulr expression hs n equivlent finite utomt nd every finite utomt hs n equivlent regulr expression. Bsics of Regulr Expressions 1. Wht is the shortest string of s nd C s not in the lnguge corresponding to the regulr expression CP7 QCPCP7 87P 7? 7TS5CP7 CP7TS5CW 7XS. Consider C 7S 7 the C: 7 following two regulr expressions R nd UV. () Find string corresponding to R but not to U. (b) Find string corresponding to but not to. (c) Find string corresponding to both R nd U. (d) Find string corresponding to neither R nor U.. Simplify the following regulr expressions:

4 1 1 Y <+ : Z, Y 9 : U+ : 9 Y 87 () [ (b) (c) Y Y 7 Y Y 7 ] Y 7 \ Y <,^ 7 (d) : 4, Y 7 : 9 Y : _, Y 7 (e) Y 7 4. Wht is true of the lnguge corresponding to regulr expression tht does not involve the opertors ` or S? Why? Designing Regulr Expressions , pge 8. Find regulr expressions corresponding to ech of the lnguges defined recursively below. () ^1 ; if, then b C CPC nd re elements of ; nothing is in unless it cn be obtined from these two sttements. (b) +1 ; if, then QQC QQC CPC,, nd re elements of ; nothing is in unless it cn be obtined from these two sttements.. Find regulr expression corresponding to ech of the following subsets of 7. : 7 () The lnguge of strings contining exctly two 0 s. (b) The lnguge of strings contining t lest two 0 s. (c) The lnguge of strings tht do not end with 01. (d) The lnguge of strings tht begin or end with 00 or 11. (e) The lnguge of strings contining no more thn one occurrence of the string 00. (The string 000 should be viewed s contining two occurrences of 00.) (f) The lnguge of strings in which the number of 0 s is even. (g) The lnguge of strings in which every 0 is immeditely followed by 11. (h) The lnguge of strings tht do not contin the substring 110. (i) The lnguge of strings tht do contin both the substring 11 nd the substring 010. Interpreting Regulr Expressions Describe s simply s possible the lnguge corresponding to ech of the following regulr expressions. 7 7 : dc 7 ^ei 4+. \

5 = <I Y 87 Z, Y [ [ [ 5 [ [ [ Prctice the Trnsltion Algorithm from REs to NFAs 1.14, pge 8 Prctice the Trnsltion Algorithm from DFAs to REs 1.1, pge 8 4 Non regulr Lnguges Topics: Pumping lemm, exmples of nonregulr lnguges nd pplictions of pumping lemm. Appliction of Pumping Lemm 1. Using the Pumping Lemm show tht ech of these lnguges is not regulr. M CW () f M g Q bhic8j kply m,npoqsr (b) f 1t XDC u7; vw y{zov D (c) s x x where vw x ( v x ) is the number of occurrences of the letter ( C ) in. 1 "DC 7 (d) f no initil substring of hs more C s thn s 1 "DC 7 (e) f is plindrome V} s1) "DC u7 (f) f. Here is proof using the pumping lemm, tht the lnguge of ll strings of s nd C s of length 100 is not regulr. Since the result being proved is flse (ll finite lnguges re regulr), the proof cnnot be correct. Wht is the flw in the proof? Assume tht is regulr. By the pumping lemm, if we choose n element of, sy 9 \~, there re string, nd, with ~] n ~Ql, so tht every string of the form (where m = ) is in. Since there re infinitely mny different strings of this form, this contrdicts the fct tht is finite. Therefore, is not regulr , pge , 1.8, 1., 1., pges 88 nd , pge , 1.4, pge 90 Regulr or Nonregulr Below re number of lnguges over "DC. In ech cse, decide whether the lnguge is regulr or not, nd prove tht your nswer is correct.

6 1. is the set of strings beginning with non-null string of the form Z.. is the set of ll strings hving some non null string of the form V.. is the set of strings hving some non null substring of the form ZV. 1 "DC 7 4. f is not plindrome 1 "DC 7 5. f begins with plindrome of length = 1 "DC u7uv w. f x is perfect squre 1 "DC u7 7. f in every initil string of the number of s nd the number of C s differ by no more thn 1 "DC u7 8. f in every substring of, the number of s nd the number of C s differ by no more thn 1 "DC 7 vw 9. f x nd v x re both divisible by 5 1 "DC u7 10. f there is some integer m,nƒ so tht vw x nd v x re both divisible by m 5 Decision Algorithms Describe decision lgorithms to nswer ech of the following questions. 1. Given two DFAs nd, re there ny strings tht re ccepted by neither?. Given n NFA nd string, does ccept?. Given two NFAs, do they ccept the sme lnguge? 4. Given n NFA nd string, is there more thn one sequence of trnsitions corresponding to tht cuses to ccept? Miscellneous Problems Myhill-Nerode Theorem: 1.4 nd 1.5. Number of sttes: 1.9 nd Trnsducers: 1.19, 10, 1.1 nd 1.

Finite Automata. Lecture 4 Sections Robb T. Koether. Hampden-Sydney College. Wed, Jan 21, 2015

Finite Automata. Lecture 4 Sections Robb T. Koether. Hampden-Sydney College. Wed, Jan 21, 2015 Finite Automt Lecture 4 Sections 3.6-3.7 Ro T. Koether Hmpden-Sydney College Wed, Jn 21, 2015 Ro T. Koether (Hmpden-Sydney College) Finite Automt Wed, Jn 21, 2015 1 / 23 1 Nondeterministic Finite Automt

More information

Definition of Regular Expression

Definition of Regular Expression Definition of Regulr Expression After the definition of the string nd lnguges, we re redy to descrie regulr expressions, the nottion we shll use to define the clss of lnguges known s regulr sets. Recll

More information

Midterm I Solutions CS164, Spring 2006

Midterm I Solutions CS164, Spring 2006 Midterm I Solutions CS164, Spring 2006 Februry 23, 2006 Plese red ll instructions (including these) crefully. Write your nme, login, SID, nd circle the section time. There re 8 pges in this exm nd 4 questions,

More information

Lexical Analysis: Constructing a Scanner from Regular Expressions

Lexical Analysis: Constructing a Scanner from Regular Expressions Lexicl Anlysis: Constructing Scnner from Regulr Expressions Gol Show how to construct FA to recognize ny RE This Lecture Convert RE to n nondeterministic finite utomton (NFA) Use Thompson s construction

More information

ΕΠΛ323 - Θεωρία και Πρακτική Μεταγλωττιστών

ΕΠΛ323 - Θεωρία και Πρακτική Μεταγλωττιστών ΕΠΛ323 - Θωρία και Πρακτική Μταγλωττιστών Lecture 3 Lexicl Anlysis Elis Athnsopoulos elisthn@cs.ucy.c.cy Recognition of Tokens if expressions nd reltionl opertors if è if then è then else è else relop

More information

Assignment 4. Due 09/18/17

Assignment 4. Due 09/18/17 Assignment 4. ue 09/18/17 1. ). Write regulr expressions tht define the strings recognized by the following finite utomt: b d b b b c c b) Write FA tht recognizes the tokens defined by the following regulr

More information

Compilers Spring 2013 PRACTICE Midterm Exam

Compilers Spring 2013 PRACTICE Midterm Exam Compilers Spring 2013 PRACTICE Midterm Exm This is full length prctice midterm exm. If you wnt to tke it t exm pce, give yourself 7 minutes to tke the entire test. Just like the rel exm, ech question hs

More information

Lexical analysis, scanners. Construction of a scanner

Lexical analysis, scanners. Construction of a scanner Lexicl nlysis scnners (NB. Pges 4-5 re for those who need to refresh their knowledge of DFAs nd NFAs. These re not presented during the lectures) Construction of scnner Tools: stte utomt nd trnsition digrms.

More information

Deterministic. Finite Automata. And Regular Languages. Fall 2018 Costas Busch - RPI 1

Deterministic. Finite Automata. And Regular Languages. Fall 2018 Costas Busch - RPI 1 Deterministic Finite Automt And Regulr Lnguges Fll 2018 Costs Busch - RPI 1 Deterministic Finite Automton (DFA) Input Tpe String Finite Automton Output Accept or Reject Fll 2018 Costs Busch - RPI 2 Trnsition

More information

Dr. D.M. Akbar Hussain

Dr. D.M. Akbar Hussain Dr. D.M. Akr Hussin Lexicl Anlysis. Bsic Ide: Red the source code nd generte tokens, it is similr wht humns will do to red in; just tking on the input nd reking it down in pieces. Ech token is sequence

More information

TO REGULAR EXPRESSIONS

TO REGULAR EXPRESSIONS Suject :- Computer Science Course Nme :- Theory Of Computtion DA TO REGULAR EXPRESSIONS Report Sumitted y:- Ajy Singh Meen 07000505 jysmeen@cse.iit.c.in BASIC DEINITIONS DA:- A finite stte mchine where

More information

CS321 Languages and Compiler Design I. Winter 2012 Lecture 5

CS321 Languages and Compiler Design I. Winter 2012 Lecture 5 CS321 Lnguges nd Compiler Design I Winter 2012 Lecture 5 1 FINITE AUTOMATA A non-deterministic finite utomton (NFA) consists of: An input lphet Σ, e.g. Σ =,. A set of sttes S, e.g. S = {1, 3, 5, 7, 11,

More information

Fig.25: the Role of LEX

Fig.25: the Role of LEX The Lnguge for Specifying Lexicl Anlyzer We shll now study how to uild lexicl nlyzer from specifiction of tokens in the form of list of regulr expressions The discussion centers round the design of n existing

More information

UNIVERSITY OF EDINBURGH COLLEGE OF SCIENCE AND ENGINEERING SCHOOL OF INFORMATICS INFORMATICS 1 COMPUTATION & LOGIC INSTRUCTIONS TO CANDIDATES

UNIVERSITY OF EDINBURGH COLLEGE OF SCIENCE AND ENGINEERING SCHOOL OF INFORMATICS INFORMATICS 1 COMPUTATION & LOGIC INSTRUCTIONS TO CANDIDATES UNIVERSITY OF EDINBURGH COLLEGE OF SCIENCE AND ENGINEERING SCHOOL OF INFORMATICS INFORMATICS COMPUTATION & LOGIC Sturdy st April 7 : to : INSTRUCTIONS TO CANDIDATES This is tke-home exercise. It will not

More information

CSE 401 Midterm Exam 11/5/10 Sample Solution

CSE 401 Midterm Exam 11/5/10 Sample Solution Question 1. egulr expressions (20 points) In the Ad Progrmming lnguge n integer constnt contins one or more digits, but it my lso contin embedded underscores. Any underscores must be preceded nd followed

More information

In the last lecture, we discussed how valid tokens may be specified by regular expressions.

In the last lecture, we discussed how valid tokens may be specified by regular expressions. LECTURE 5 Scnning SYNTAX ANALYSIS We know from our previous lectures tht the process of verifying the syntx of the progrm is performed in two stges: Scnning: Identifying nd verifying tokens in progrm.

More information

Homework. Context Free Languages III. Languages. Plan for today. Context Free Languages. CFLs and Regular Languages. Homework #5 (due 10/22)

Homework. Context Free Languages III. Languages. Plan for today. Context Free Languages. CFLs and Regular Languages. Homework #5 (due 10/22) Homework Context Free Lnguges III Prse Trees nd Homework #5 (due 10/22) From textbook 6.4,b 6.5b 6.9b,c 6.13 6.22 Pln for tody Context Free Lnguges Next clss of lnguges in our quest! Lnguges Recll. Wht

More information

MATH 25 CLASS 5 NOTES, SEP

MATH 25 CLASS 5 NOTES, SEP MATH 25 CLASS 5 NOTES, SEP 30 2011 Contents 1. A brief diversion: reltively prime numbers 1 2. Lest common multiples 3 3. Finding ll solutions to x + by = c 4 Quick links to definitions/theorems Euclid

More information

CS 432 Fall Mike Lam, Professor a (bc)* Regular Expressions and Finite Automata

CS 432 Fall Mike Lam, Professor a (bc)* Regular Expressions and Finite Automata CS 432 Fll 2017 Mike Lm, Professor (c)* Regulr Expressions nd Finite Automt Compiltion Current focus "Bck end" Source code Tokens Syntx tree Mchine code chr dt[20]; int min() { flot x = 42.0; return 7;

More information

ΕΠΛ323 - Θεωρία και Πρακτική Μεταγλωττιστών. Lecture 3b Lexical Analysis Elias Athanasopoulos

ΕΠΛ323 - Θεωρία και Πρακτική Μεταγλωττιστών. Lecture 3b Lexical Analysis Elias Athanasopoulos ΕΠΛ323 - Θωρία και Πρακτική Μταγλωττιστών Lecture 3 Lexicl Anlysis Elis Athnsopoulos elisthn@cs.ucy.c.cy RecogniNon of Tokens if expressions nd relnonl opertors if è if then è then else è else relop è

More information

Topic 2: Lexing and Flexing

Topic 2: Lexing and Flexing Topic 2: Lexing nd Flexing COS 320 Compiling Techniques Princeton University Spring 2016 Lennrt Beringer 1 2 The Compiler Lexicl Anlysis Gol: rek strem of ASCII chrcters (source/input) into sequence of

More information

CS412/413. Introduction to Compilers Tim Teitelbaum. Lecture 4: Lexical Analyzers 28 Jan 08

CS412/413. Introduction to Compilers Tim Teitelbaum. Lecture 4: Lexical Analyzers 28 Jan 08 CS412/413 Introduction to Compilers Tim Teitelum Lecture 4: Lexicl Anlyzers 28 Jn 08 Outline DFA stte minimiztion Lexicl nlyzers Automting lexicl nlysis Jlex lexicl nlyzer genertor CS 412/413 Spring 2008

More information

LEX5: Regexps to NFA. Lexical Analysis. CMPT 379: Compilers Instructor: Anoop Sarkar. anoopsarkar.github.io/compilers-class

LEX5: Regexps to NFA. Lexical Analysis. CMPT 379: Compilers Instructor: Anoop Sarkar. anoopsarkar.github.io/compilers-class LEX5: Regexps to NFA Lexicl Anlysis CMPT 379: Compilers Instructor: Anoop Srkr noopsrkr.github.io/compilers-clss Building Lexicl Anlyzer Token POern POern Regulr Expression Regulr Expression NFA NFA DFA

More information

Ma/CS 6b Class 1: Graph Recap

Ma/CS 6b Class 1: Graph Recap M/CS 6 Clss 1: Grph Recp By Adm Sheffer Course Detils Instructor: Adm Sheffer. TA: Cosmin Pohot. 1pm Mondys, Wednesdys, nd Fridys. http://mth.cltech.edu/~2015-16/2term/m006/ Min ook: Introduction to Grph

More information

Lecture T4: Pattern Matching

Lecture T4: Pattern Matching Introduction to Theoreticl CS Lecture T4: Pttern Mtching Two fundmentl questions. Wht cn computer do? How fst cn it do it? Generl pproch. Don t tlk bout specific mchines or problems. Consider miniml bstrct

More information

ECE 468/573 Midterm 1 September 28, 2012

ECE 468/573 Midterm 1 September 28, 2012 ECE 468/573 Midterm 1 September 28, 2012 Nme:! Purdue emil:! Plese sign the following: I ffirm tht the nswers given on this test re mine nd mine lone. I did not receive help from ny person or mteril (other

More information

Ma/CS 6b Class 1: Graph Recap

Ma/CS 6b Class 1: Graph Recap M/CS 6 Clss 1: Grph Recp By Adm Sheffer Course Detils Adm Sheffer. Office hour: Tuesdys 4pm. dmsh@cltech.edu TA: Victor Kstkin. Office hour: Tuesdys 7pm. 1:00 Mondy, Wednesdy, nd Fridy. http://www.mth.cltech.edu/~2014-15/2term/m006/

More information

Mid-term exam. Scores. Fall term 2012 KAIST EE209 Programming Structures for EE. Thursday Oct 25, Student's name: Student ID:

Mid-term exam. Scores. Fall term 2012 KAIST EE209 Programming Structures for EE. Thursday Oct 25, Student's name: Student ID: Fll term 2012 KAIST EE209 Progrmming Structures for EE Mid-term exm Thursdy Oct 25, 2012 Student's nme: Student ID: The exm is closed book nd notes. Red the questions crefully nd focus your nswers on wht

More information

CS311H: Discrete Mathematics. Graph Theory IV. A Non-planar Graph. Regions of a Planar Graph. Euler s Formula. Instructor: Işıl Dillig

CS311H: Discrete Mathematics. Graph Theory IV. A Non-planar Graph. Regions of a Planar Graph. Euler s Formula. Instructor: Işıl Dillig CS311H: Discrete Mthemtics Grph Theory IV Instructor: Işıl Dillig Instructor: Işıl Dillig, CS311H: Discrete Mthemtics Grph Theory IV 1/25 A Non-plnr Grph Regions of Plnr Grph The plnr representtion of

More information

CMPSC 470: Compiler Construction

CMPSC 470: Compiler Construction CMPSC 47: Compiler Construction Plese complete the following: Midterm (Type A) Nme Instruction: Mke sure you hve ll pges including this cover nd lnk pge t the end. Answer ech question in the spce provided.

More information

Fall 2018 Midterm 1 October 11, ˆ You may not ask questions about the exam except for language clarifications.

Fall 2018 Midterm 1 October 11, ˆ You may not ask questions about the exam except for language clarifications. 15-112 Fll 2018 Midterm 1 October 11, 2018 Nme: Andrew ID: Recittion Section: ˆ You my not use ny books, notes, extr pper, or electronic devices during this exm. There should be nothing on your desk or

More information

CS143 Handout 07 Summer 2011 June 24 th, 2011 Written Set 1: Lexical Analysis

CS143 Handout 07 Summer 2011 June 24 th, 2011 Written Set 1: Lexical Analysis CS143 Hndout 07 Summer 2011 June 24 th, 2011 Written Set 1: Lexicl Anlysis In this first written ssignment, you'll get the chnce to ply round with the vrious constructions tht come up when doing lexicl

More information

Scanner Termination. Multi Character Lookahead. to its physical end. Most parsers require an end of file token. Lex and Jlex automatically create an

Scanner Termination. Multi Character Lookahead. to its physical end. Most parsers require an end of file token. Lex and Jlex automatically create an Scnner Termintion A scnner reds input chrcters nd prtitions them into tokens. Wht hppens when the end of the input file is reched? It my be useful to crete n Eof pseudo-chrcter when this occurs. In Jv,

More information

LING/C SC/PSYC 438/538. Lecture 21 Sandiway Fong

LING/C SC/PSYC 438/538. Lecture 21 Sandiway Fong LING/C SC/PSYC 438/538 Lecture 21 Sndiwy Fong Tody's Topics Homework 8 Review Optionl Homework 9 (mke up on Homework 7) Homework 8 Review Question1: write Prolog regulr grmmr for the following lnguge:

More information

CS 340, Fall 2016 Sep 29th Exam 1 Note: in all questions, the special symbol ɛ (epsilon) is used to indicate the empty string.

CS 340, Fall 2016 Sep 29th Exam 1 Note: in all questions, the special symbol ɛ (epsilon) is used to indicate the empty string. CS 340, Fll 2016 Sep 29th Exm 1 Nme: Note: in ll questions, the speil symol ɛ (epsilon) is used to indite the empty string. Question 1. [10 points] Speify regulr expression tht genertes the lnguge over

More information

2014 Haskell January Test Regular Expressions and Finite Automata

2014 Haskell January Test Regular Expressions and Finite Automata 0 Hskell Jnury Test Regulr Expressions nd Finite Automt This test comprises four prts nd the mximum mrk is 5. Prts I, II nd III re worth 3 of the 5 mrks vilble. The 0 Hskell Progrmming Prize will be wrded

More information

CMSC 331 First Midterm Exam

CMSC 331 First Midterm Exam 0 00/ 1 20/ 2 05/ 3 15/ 4 15/ 5 15/ 6 20/ 7 30/ 8 30/ 150/ 331 First Midterm Exm 7 October 2003 CMC 331 First Midterm Exm Nme: mple Answers tudent ID#: You will hve seventy-five (75) minutes to complete

More information

ASTs, Regex, Parsing, and Pretty Printing

ASTs, Regex, Parsing, and Pretty Printing ASTs, Regex, Prsing, nd Pretty Printing CS 2112 Fll 2016 1 Algeric Expressions To strt, consider integer rithmetic. Suppose we hve the following 1. The lphet we will use is the digits {0, 1, 2, 3, 4, 5,

More information

CS 340, Fall 2014 Dec 11 th /13 th Final Exam Note: in all questions, the special symbol ɛ (epsilon) is used to indicate the empty string.

CS 340, Fall 2014 Dec 11 th /13 th Final Exam Note: in all questions, the special symbol ɛ (epsilon) is used to indicate the empty string. CS 340, Fll 2014 Dec 11 th /13 th Finl Exm Nme: Note: in ll questions, the specil symol ɛ (epsilon) is used to indicte the empty string. Question 1. [5 points] Consider the following regulr expression;

More information

acronyms possibly used in this test: CFG :acontext free grammar CFSM :acharacteristic finite state machine DFA :adeterministic finite automata

acronyms possibly used in this test: CFG :acontext free grammar CFSM :acharacteristic finite state machine DFA :adeterministic finite automata EE573 Fll 2002, Exm open book, if question seems mbiguous, sk me to clrify the question. If my nswer doesn t stisfy you, plese stte your ssumptions. cronyms possibly used in this test: CFG :context free

More information

CSCE 531, Spring 2017, Midterm Exam Answer Key

CSCE 531, Spring 2017, Midterm Exam Answer Key CCE 531, pring 2017, Midterm Exm Answer Key 1. (15 points) Using the method descried in the ook or in clss, convert the following regulr expression into n equivlent (nondeterministic) finite utomton: (

More information

this grammar generates the following language: Because this symbol will also be used in a later step, it receives the

this grammar generates the following language: Because this symbol will also be used in a later step, it receives the LR() nlysis Drwcks of LR(). Look-hed symols s eplined efore, concerning LR(), it is possile to consult the net set to determine, in the reduction sttes, for which symols it would e possile to perform reductions.

More information

Regular Expression Matching with Multi-Strings and Intervals. Philip Bille Mikkel Thorup

Regular Expression Matching with Multi-Strings and Intervals. Philip Bille Mikkel Thorup Regulr Expression Mtching with Multi-Strings nd Intervls Philip Bille Mikkel Thorup Outline Definition Applictions Previous work Two new problems: Multi-strings nd chrcter clss intervls Algorithms Thompson

More information

If you are at the university, either physically or via the VPN, you can download the chapters of this book as PDFs.

If you are at the university, either physically or via the VPN, you can download the chapters of this book as PDFs. Lecture 5 Wlks, Trils, Pths nd Connectedness Reding: Some of the mteril in this lecture comes from Section 1.2 of Dieter Jungnickel (2008), Grphs, Networks nd Algorithms, 3rd edition, which is ville online

More information

Sample Midterm Solutions COMS W4115 Programming Languages and Translators Monday, October 12, 2009

Sample Midterm Solutions COMS W4115 Programming Languages and Translators Monday, October 12, 2009 Deprtment of Computer cience Columbi University mple Midterm olutions COM W4115 Progrmming Lnguges nd Trnsltors Mondy, October 12, 2009 Closed book, no ids. ch question is worth 20 points. Question 5(c)

More information

CSc 453. Compilers and Systems Software. 4 : Lexical Analysis II. Department of Computer Science University of Arizona

CSc 453. Compilers and Systems Software. 4 : Lexical Analysis II. Department of Computer Science University of Arizona CSc 453 Compilers nd Systems Softwre 4 : Lexicl Anlysis II Deprtment of Computer Science University of Arizon collerg@gmil.com Copyright c 2009 Christin Collerg Implementing Automt NFAs nd DFAs cn e hrd-coded

More information

6.045J/18.400J: Automata, Computability and Complexity. Quiz 2: Solutions. Please write your name in the upper corner of each page.

6.045J/18.400J: Automata, Computability and Complexity. Quiz 2: Solutions. Please write your name in the upper corner of each page. 6045J/18400J: Automt, Computbility nd Complexity Mrh 30, 2005 Quiz 2: Solutions Prof Nny Lynh Vinod Vikuntnthn Plese write your nme in the upper orner of eh pge Problem Sore 1 2 3 4 5 6 Totl Q2-1 Problem

More information

CS 321 Programming Languages and Compilers. Bottom Up Parsing

CS 321 Programming Languages and Compilers. Bottom Up Parsing CS 321 Progrmming nguges nd Compilers Bottom Up Prsing Bottom-up Prsing: Shift-reduce prsing Grmmr H: fi ; fi b Input: ;;b hs prse tree ; ; b 2 Dt for Shift-reduce Prser Input string: sequence of tokens

More information

12-B FRACTIONS AND DECIMALS

12-B FRACTIONS AND DECIMALS -B Frctions nd Decimls. () If ll four integers were negtive, their product would be positive, nd so could not equl one of them. If ll four integers were positive, their product would be much greter thn

More information

CS 241. Fall 2017 Midterm Review Solutions. October 24, Bits and Bytes 1. 3 MIPS Assembler 6. 4 Regular Languages 7.

CS 241. Fall 2017 Midterm Review Solutions. October 24, Bits and Bytes 1. 3 MIPS Assembler 6. 4 Regular Languages 7. CS 241 Fll 2017 Midterm Review Solutions Octoer 24, 2017 Contents 1 Bits nd Bytes 1 2 MIPS Assemly Lnguge Progrmming 2 3 MIPS Assemler 6 4 Regulr Lnguges 7 5 Scnning 9 1 Bits nd Bytes 1. Give two s complement

More information

Languages. L((a (b)(c))*) = { ε,a,bc,aa,abc,bca,... } εw = wε = w. εabba = abbaε = abba. (a (b)(c)) *

Languages. L((a (b)(c))*) = { ε,a,bc,aa,abc,bca,... } εw = wε = w. εabba = abbaε = abba. (a (b)(c)) * Pln for Tody nd Beginning Next week Interpreter nd Compiler Structure, or Softwre Architecture Overview of Progrmming Assignments The MeggyJv compiler we will e uilding. Regulr Expressions Finite Stte

More information

Reducing a DFA to a Minimal DFA

Reducing a DFA to a Minimal DFA Lexicl Anlysis - Prt 4 Reducing DFA to Miniml DFA Input: DFA IN Assume DFA IN never gets stuck (dd ded stte if necessry) Output: DFA MIN An equivlent DFA with the minimum numer of sttes. Hrry H. Porter,

More information

Functor (1A) Young Won Lim 10/5/17

Functor (1A) Young Won Lim 10/5/17 Copyright (c) 2016-2017 Young W. Lim. Permission is grnted to copy, distribute nd/or modify this document under the terms of the GNU Free Documenttion License, Version 1.2 or ny lter version published

More information

Example: Source Code. Lexical Analysis. The Lexical Structure. Tokens. What do we really care here? A Sample Toy Program:

Example: Source Code. Lexical Analysis. The Lexical Structure. Tokens. What do we really care here? A Sample Toy Program: Lexicl Anlysis Red source progrm nd produce list of tokens ( liner nlysis) source progrm The lexicl structure is specified using regulr expressions Other secondry tsks: (1) get rid of white spces (e.g.,

More information

Answer Key Lesson 6: Workshop: Angles and Lines

Answer Key Lesson 6: Workshop: Angles and Lines nswer Key esson 6: tudent Guide ngles nd ines Questions 1 3 (G p. 406) 1. 120 ; 360 2. hey re the sme. 3. 360 Here re four different ptterns tht re used to mke quilts. Work with your group. se your Power

More information

CS201 Discussion 10 DRAWTREE + TRIES

CS201 Discussion 10 DRAWTREE + TRIES CS201 Discussion 10 DRAWTREE + TRIES DrwTree First instinct: recursion As very generic structure, we could tckle this problem s follows: drw(): Find the root drw(root) drw(root): Write the line for the

More information

Representation of Numbers. Number Representation. Representation of Numbers. 32-bit Unsigned Integers 3/24/2014. Fixed point Integer Representation

Representation of Numbers. Number Representation. Representation of Numbers. 32-bit Unsigned Integers 3/24/2014. Fixed point Integer Representation Representtion of Numbers Number Representtion Computer represent ll numbers, other thn integers nd some frctions with imprecision. Numbers re stored in some pproximtion which cn be represented by fixed

More information

Quiz2 45mins. Personal Number: Problem 1. (20pts) Here is an Table of Perl Regular Ex

Quiz2 45mins. Personal Number: Problem 1. (20pts) Here is an Table of Perl Regular Ex Long Quiz2 45mins Nme: Personl Numer: Prolem. (20pts) Here is n Tle of Perl Regulr Ex Chrcter Description. single chrcter \s whitespce chrcter (spce, t, newline) \S non-whitespce chrcter \d digit (0-9)

More information

Should be done. Do Soon. Structure of a Typical Compiler. Plan for Today. Lab hours and Office hours. Quiz 1 is due tonight, was posted Tuesday night

Should be done. Do Soon. Structure of a Typical Compiler. Plan for Today. Lab hours and Office hours. Quiz 1 is due tonight, was posted Tuesday night Should e done L hours nd Office hours Sign up for the miling list t, strting to send importnt info to list http://groups.google.com/group/cs453-spring-2011 Red Ch 1 nd skim Ch 2 through 2.6, red 3.3 nd

More information

Lecture T1: Pattern Matching

Lecture T1: Pattern Matching Introduction to Theoreticl CS Lecture T: Pttern Mtchin Two fundmentl questions. Wht cn computer do? Wht cn computer do with limited resources? Generl pproch. Don t tlk out specific mchines or prolems.

More information

Midterm 2 Sample solution

Midterm 2 Sample solution Nme: Instructions Midterm 2 Smple solution CMSC 430 Introduction to Compilers Fll 2012 November 28, 2012 This exm contins 9 pges, including this one. Mke sure you hve ll the pges. Write your nme on the

More information

Lexical Analysis. Amitabha Sanyal. (www.cse.iitb.ac.in/ as) Department of Computer Science and Engineering, Indian Institute of Technology, Bombay

Lexical Analysis. Amitabha Sanyal. (www.cse.iitb.ac.in/ as) Department of Computer Science and Engineering, Indian Institute of Technology, Bombay Lexicl Anlysis Amith Snyl (www.cse.iit.c.in/ s) Deprtment of Computer Science nd Engineering, Indin Institute of Technology, Bomy Septemer 27 College of Engineering, Pune Lexicl Anlysis: 2/6 Recp The input

More information

Union-Find Problem. Using Arrays And Chains. A Set As A Tree. Result Of A Find Operation

Union-Find Problem. Using Arrays And Chains. A Set As A Tree. Result Of A Find Operation Union-Find Problem Given set {,,, n} of n elements. Initilly ech element is in different set. ƒ {}, {},, {n} An intermixed sequence of union nd find opertions is performed. A union opertion combines two

More information

Functor (1A) Young Won Lim 8/2/17

Functor (1A) Young Won Lim 8/2/17 Copyright (c) 2016-2017 Young W. Lim. Permission is grnted to copy, distribute nd/or modify this document under the terms of the GNU Free Documenttion License, Version 1.2 or ny lter version published

More information

Unit #9 : Definite Integral Properties, Fundamental Theorem of Calculus

Unit #9 : Definite Integral Properties, Fundamental Theorem of Calculus Unit #9 : Definite Integrl Properties, Fundmentl Theorem of Clculus Gols: Identify properties of definite integrls Define odd nd even functions, nd reltionship to integrl vlues Introduce the Fundmentl

More information

Solving Problems by Searching. CS 486/686: Introduction to Artificial Intelligence Winter 2016

Solving Problems by Searching. CS 486/686: Introduction to Artificial Intelligence Winter 2016 Solving Prolems y Serching CS 486/686: Introduction to Artificil Intelligence Winter 2016 1 Introduction Serch ws one of the first topics studied in AI - Newell nd Simon (1961) Generl Prolem Solver Centrl

More information

Implementing Automata. CSc 453. Compilers and Systems Software. 4 : Lexical Analysis II. Department of Computer Science University of Arizona

Implementing Automata. CSc 453. Compilers and Systems Software. 4 : Lexical Analysis II. Department of Computer Science University of Arizona Implementing utomt Sc 5 ompilers nd Systems Softwre : Lexicl nlysis II Deprtment of omputer Science University of rizon collerg@gmil.com opyright c 009 hristin ollerg NFs nd DFs cn e hrd-coded using this

More information

Spring 2018 Midterm Exam 1 March 1, You may not use any books, notes, or electronic devices during this exam.

Spring 2018 Midterm Exam 1 March 1, You may not use any books, notes, or electronic devices during this exam. 15-112 Spring 2018 Midterm Exm 1 Mrch 1, 2018 Nme: Andrew ID: Recittion Section: You my not use ny books, notes, or electronic devices during this exm. You my not sk questions bout the exm except for lnguge

More information

Fall Compiler Principles Lecture 1: Lexical Analysis. Roman Manevich Ben-Gurion University of the Negev

Fall Compiler Principles Lecture 1: Lexical Analysis. Roman Manevich Ben-Gurion University of the Negev Fll 2016-2017 Compiler Principles Lecture 1: Lexicl Anlysis Romn Mnevich Ben-Gurion University of the Negev Agend Understnd role of lexicl nlysis in compiler Regulr lnguges reminder Lexicl nlysis lgorithms

More information

9 4. CISC - Curriculum & Instruction Steering Committee. California County Superintendents Educational Services Association

9 4. CISC - Curriculum & Instruction Steering Committee. California County Superintendents Educational Services Association 9. CISC - Curriculum & Instruction Steering Committee The Winning EQUATION A HIGH QUALITY MATHEMATICS PROFESSIONAL DEVELOPMENT PROGRAM FOR TEACHERS IN GRADES THROUGH ALGEBRA II STRAND: NUMBER SENSE: Rtionl

More information

Math 142, Exam 1 Information.

Math 142, Exam 1 Information. Mth 14, Exm 1 Informtion. 9/14/10, LC 41, 9:30-10:45. Exm 1 will be bsed on: Sections 7.1-7.5. The corresponding ssigned homework problems (see http://www.mth.sc.edu/ boyln/sccourses/14f10/14.html) At

More information

Rational Numbers---Adding Fractions With Like Denominators.

Rational Numbers---Adding Fractions With Like Denominators. Rtionl Numbers---Adding Frctions With Like Denomintors. A. In Words: To dd frctions with like denomintors, dd the numertors nd write the sum over the sme denomintor. B. In Symbols: For frctions c nd b

More information

Scanner Termination. Multi Character Lookahead

Scanner Termination. Multi Character Lookahead If d.doublevlue() represents vlid integer, (int) d.doublevlue() will crete the pproprite integer vlue. If string representtion of n integer begins with ~ we cn strip the ~, convert to double nd then negte

More information

Principles of Programming Languages

Principles of Programming Languages Principles of Progrmming Lnguges h"p://www.di.unipi.it/~ndre/did2c/plp- 14/ Prof. Andre Corrdini Deprtment of Computer Science, Pis Lesson 5! Gener;on of Lexicl Anlyzers Creting Lexicl Anlyzer with Lex

More information

LR Parsing, Part 2. Constructing Parse Tables. Need to Automatically Construct LR Parse Tables: Action and GOTO Table

LR Parsing, Part 2. Constructing Parse Tables. Need to Automatically Construct LR Parse Tables: Action and GOTO Table TDDD55 Compilers nd Interpreters TDDB44 Compiler Construction LR Prsing, Prt 2 Constructing Prse Tles Prse tle construction Grmmr conflict hndling Ctegories of LR Grmmrs nd Prsers Peter Fritzson, Christoph

More information

Digital Design. Chapter 6: Optimizations and Tradeoffs

Digital Design. Chapter 6: Optimizations and Tradeoffs Digitl Design Chpter 6: Optimiztions nd Trdeoffs Slides to ccompny the tetbook Digitl Design, with RTL Design, VHDL, nd Verilog, 2nd Edition, by Frnk Vhid, John Wiley nd Sons Publishers, 2. http://www.ddvhid.com

More information

Can Pythagoras Swim?

Can Pythagoras Swim? Overview Ativity ID: 8939 Mth Conepts Mterils Students will investigte reltionships etween sides of right tringles to understnd the Pythgoren theorem nd then use it to solve prolems. Students will simplify

More information

SOME EXAMPLES OF SUBDIVISION OF SMALL CATEGORIES

SOME EXAMPLES OF SUBDIVISION OF SMALL CATEGORIES SOME EXAMPLES OF SUBDIVISION OF SMALL CATEGORIES MARCELLO DELGADO Abstrct. The purpose of this pper is to build up the bsic conceptul frmework nd underlying motivtions tht will llow us to understnd ctegoricl

More information

INTRODUCTION TO SIMPLICIAL COMPLEXES

INTRODUCTION TO SIMPLICIAL COMPLEXES INTRODUCTION TO SIMPLICIAL COMPLEXES CASEY KELLEHER AND ALESSANDRA PANTANO 0.1. Introduction. In this ctivity set we re going to introduce notion from Algebric Topology clled simplicil homology. The min

More information

Section 10.4 Hyperbolas

Section 10.4 Hyperbolas 66 Section 10.4 Hyperbols Objective : Definition of hyperbol & hyperbols centered t (0, 0). The third type of conic we will study is the hyperbol. It is defined in the sme mnner tht we defined the prbol

More information

Misrepresentation of Preferences

Misrepresentation of Preferences Misrepresenttion of Preferences Gicomo Bonnno Deprtment of Economics, University of Cliforni, Dvis, USA gfbonnno@ucdvis.edu Socil choice functions Arrow s theorem sys tht it is not possible to extrct from

More information

Chapter44. Polygons and solids. Contents: A Polygons B Triangles C Quadrilaterals D Solids E Constructing solids

Chapter44. Polygons and solids. Contents: A Polygons B Triangles C Quadrilaterals D Solids E Constructing solids Chpter44 Polygons nd solids Contents: A Polygons B Tringles C Qudrilterls D Solids E Constructing solids 74 POLYGONS AND SOLIDS (Chpter 4) Opening prolem Things to think out: c Wht different shpes cn you

More information

UNIT 11. Query Optimization

UNIT 11. Query Optimization UNIT Query Optimiztion Contents Introduction to Query Optimiztion 2 The Optimiztion Process: An Overview 3 Optimiztion in System R 4 Optimiztion in INGRES 5 Implementing the Join Opertors Wei-Png Yng,

More information

EECS 281: Homework #4 Due: Thursday, October 7, 2004

EECS 281: Homework #4 Due: Thursday, October 7, 2004 EECS 28: Homework #4 Due: Thursdy, October 7, 24 Nme: Emil:. Convert the 24-bit number x44243 to mime bse64: QUJD First, set is to brek 8-bit blocks into 6-bit blocks, nd then convert: x44243 b b 6 2 9

More information

MA1008. Calculus and Linear Algebra for Engineers. Course Notes for Section B. Stephen Wills. Department of Mathematics. University College Cork

MA1008. Calculus and Linear Algebra for Engineers. Course Notes for Section B. Stephen Wills. Department of Mathematics. University College Cork MA1008 Clculus nd Liner Algebr for Engineers Course Notes for Section B Stephen Wills Deprtment of Mthemtics University College Cork s.wills@ucc.ie http://euclid.ucc.ie/pges/stff/wills/teching/m1008/ma1008.html

More information

Orthogonal line segment intersection

Orthogonal line segment intersection Computtionl Geometry [csci 3250] Line segment intersection The prolem (wht) Computtionl Geometry [csci 3250] Orthogonl line segment intersection Applictions (why) Algorithms (how) A specil cse: Orthogonl

More information

Pointwise convergence need not behave well with respect to standard properties such as continuity.

Pointwise convergence need not behave well with respect to standard properties such as continuity. Chpter 3 Uniform Convergence Lecture 9 Sequences of functions re of gret importnce in mny res of pure nd pplied mthemtics, nd their properties cn often be studied in the context of metric spces, s in Exmples

More information

How to Design REST API? Written Date : March 23, 2015

How to Design REST API? Written Date : March 23, 2015 Visul Prdigm How Design REST API? Turil How Design REST API? Written Dte : Mrch 23, 2015 REpresenttionl Stte Trnsfer, n rchitecturl style tht cn be used in building networked pplictions, is becoming incresingly

More information

Compilation

Compilation Compiltion 0368-3133 Lecture 2: Lexicl Anlysis Nom Rinetzky 1 2 Lexicl Anlysis Modern Compiler Design: Chpter 2.1 3 Conceptul Structure of Compiler Compiler Source text txt Frontend Semntic Representtion

More information

1. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES)

1. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES) Numbers nd Opertions, Algebr, nd Functions 45. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES) In sequence of terms involving eponentil growth, which the testing service lso clls geometric

More information

4-1 NAME DATE PERIOD. Study Guide. Parallel Lines and Planes P Q, O Q. Sample answers: A J, A F, and D E

4-1 NAME DATE PERIOD. Study Guide. Parallel Lines and Planes P Q, O Q. Sample answers: A J, A F, and D E 4-1 NAME DATE PERIOD Pges 142 147 Prllel Lines nd Plnes When plnes do not intersect, they re sid to e prllel. Also, when lines in the sme plne do not intersect, they re prllel. But when lines re not in

More information

Stack. A list whose end points are pointed by top and bottom

Stack. A list whose end points are pointed by top and bottom 4. Stck Stck A list whose end points re pointed by top nd bottom Insertion nd deletion tke plce t the top (cf: Wht is the difference between Stck nd Arry?) Bottom is constnt, but top grows nd shrinks!

More information

COS 333: Advanced Programming Techniques

COS 333: Advanced Programming Techniques COS 333: Advnced Progrmming Techniques Brin Kernighn wk@cs, www.cs.princeton.edu/~wk 311 CS Building 609-258-2089 (ut emil is lwys etter) TA's: Junwen Li, li@cs, CS 217,258-0451 Yong Wng,yongwng@cs, CS

More information

Context-Free Grammars

Context-Free Grammars Context-Free Grmmrs Descriing Lnguges We've seen two models for the regulr lnguges: Finite utomt ccept precisely the strings in the lnguge. Regulr expressions descrie precisely the strings in the lnguge.

More information

Allocator Basics. Dynamic Memory Allocation in the Heap (malloc and free) Allocator Goals: malloc/free. Internal Fragmentation

Allocator Basics. Dynamic Memory Allocation in the Heap (malloc and free) Allocator Goals: malloc/free. Internal Fragmentation Alloctor Bsics Dynmic Memory Alloction in the Hep (mlloc nd free) Pges too corse-grined for llocting individul objects. Insted: flexible-sized, word-ligned blocks. Allocted block (4 words) Free block (3

More information

CS2204 DIGITAL LOGIC & STATE MACHINE DESIGN SPRING 2014

CS2204 DIGITAL LOGIC & STATE MACHINE DESIGN SPRING 2014 CS DIGITAL LOGIC & STATE MACHINE DESIGN SPRING DUE : April 7, HOMEWOR V READ : Relted portions of Chpters III, IV, VI, VII nd VIII ASSIGNMENT : There re seven questions Solve ll homework nd exm problems

More information

Lecture 10 Evolutionary Computation: Evolution strategies and genetic programming

Lecture 10 Evolutionary Computation: Evolution strategies and genetic programming Lecture 10 Evolutionry Computtion: Evolution strtegies nd genetic progrmming Evolution strtegies Genetic progrmming Summry Negnevitsky, Person Eduction, 2011 1 Evolution Strtegies Another pproch to simulting

More information

CS 241 Week 4 Tutorial Solutions

CS 241 Week 4 Tutorial Solutions CS 4 Week 4 Tutoril Solutions Writing n Assemler, Prt & Regulr Lnguges Prt Winter 8 Assemling instrutions utomtilly. slt $d, $s, $t. Solution: $d, $s, nd $t ll fit in -it signed integers sine they re 5-it

More information

Welch Allyn CardioPerfect Workstation Installation Guide

Welch Allyn CardioPerfect Workstation Installation Guide Welch Allyn CrdioPerfect Worksttion Instlltion Guide INSTALLING CARDIOPERFECT WORKSTATION SOFTWARE & ACCESSORIES ON A SINGLE PC For softwre version 1.6.6 or lter For network instlltion, plese refer to

More information

Unit 5 Vocabulary. A function is a special relationship where each input has a single output.

Unit 5 Vocabulary. A function is a special relationship where each input has a single output. MODULE 3 Terms Definition Picture/Exmple/Nottion 1 Function Nottion Function nottion is n efficient nd effective wy to write functions of ll types. This nottion llows you to identify the input vlue with

More information