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Questions and Answers

What is leftmost derivation in CFG?

A method of generating strings from a CFG starting from the leftmost symbol

What is unit production?

One non-terminal leads to only one non-terminal

How can we differentiate between 'wanted' and 'unwanted branch' in top-down parsing?

Unwanted branches do not lead to the required word

What is the difference between intersection and union of languages?

<p>Intersection includes words present in both languages, while union includes words from at least one language</p> Signup and view all the answers

Define strings in the context of languages.

<p>Concatenation of finite letters from an alphabet</p> Signup and view all the answers

What is meant by 'empty' or 'null' strings?

<p>A string with no symbols, denoted by Lambda, that represents an empty sequence</p> Signup and view all the answers

Differentiate between strings and words in the context of languages.

<p>A word follows language rules, whereas a string is a finite sequence of symbols</p> Signup and view all the answers

Define Kleene Star closure.

<p>The collection of all strings over an alphabet, including the empty string and all concatenations of the alphabet</p> Signup and view all the answers

Why can't 'ba' be written in the set of palindromes?

<p>Because the palindrome definition requires that the reverse of a string equals itself</p> Signup and view all the answers

Explain the steps of recursive definition of languages.

<p>Specify basic objects, define initial objects if necessary, define each object in terms of other objects</p> Signup and view all the answers

What can be the Regular Expression for a language consisting of words with a length of three over the alphabet {a,b}?

<p>aaa + aab + aba + abb + baa + bab + bba + bbb</p> Signup and view all the answers

How can the null string be included in a Regular Expression for a language?

<p>((a+b)(a+b))*</p> Signup and view all the answers

What is the Regular Expression for a language that generates all strings starting with 'a'?

<p>(a + b)*</p> Signup and view all the answers

How does the Transition Graph (TG) differ from a Finite Automaton (FA)?

<p>TG's can change state without an input (Null transition), providing more freedom but needing more memory and processing power.</p> Signup and view all the answers

What is included in the definition of a Finite Automaton (FA)?

<p>A Finite automaton is a collection of finite number of states, with one initial and possibly some final states, a finite set of input letters, and transitions for each state and input letter showing how to move between states.</p> Signup and view all the answers

What is the main difference between Finite Automata (FA) and Non-Deterministic Finite Automata (NFA)?

<p>FA transitions are deterministic with one transition per letter per state, while NFA's transitions can have more than one transition per letter per state.</p> Signup and view all the answers

How does a Nondeterministic Finite Automaton (NFA) differ from a Finite Automaton (FA)?

<p>In NFA, the next state of the machine and current input do not uniquely determine the next state, allowing for multiple possible subsequent states.</p> Signup and view all the answers

What is the benefit of using Nondeterministic Finite Automata (NFA) over Finite Automata (FA)?

<p>NFA provides a more relaxed structure and it is easier to represent a language using NFA, allowing for the use of methods to convert NFA into FA to simplify representation.</p> Signup and view all the answers

How can an NFA corresponding to the closure of an FA be created?

<p>Introduce a new state connected to the original start state with the same transitions, designating the new state as initial and final to accurately accept the null string.</p> Signup and view all the answers

What is the difference between the union of two FA's, concatenation of two FA's, and closure of two FA's?

<p>The union of two FA's accepts strings accepted by either FA, concatenation accepts strings where the first part is accepted by the first FA and the second part by the second FA, and closure accepts all strings of the first FA including the empty string.</p> Signup and view all the answers

How do Moore and Mealy machines work in computer memory, and what is their importance in computing?

<p>Moore &amp; Mealy Machines work as incrementing machine &amp; 1's complement machine in computing, providing basic computer operations.</p> Signup and view all the answers

What is a sequential circuit?

<p>A sequential circuit contains a memory component that provides a state input, often using flip-flops to indicate states and transitions based on inputs.</p> Signup and view all the answers

What is the concept of Pumping Lemma I and II, and what is the difference between them?

<p>Pumping Lemma I and II are used to recognize non-regular languages, with PLII having stricter conditions than PLI. PLI requires generating all words of a language to prove non-regularity, while PLII needs only a single word.</p> Signup and view all the answers

What is the significance of Pumping Lemma II?

<p>Pumping Lemma II is significant as it can prove certain infinite non-regular languages, like PALINDROME, non-regular by easily showing the non-acceptance of certain words.</p> Signup and view all the answers

What is the difference between a semiword and a word?

<p>A word consists of complete combinations of terminals, while a semiword includes terminals concatenated with exactly one nonterminal on the right.</p> Signup and view all the answers

What are productions in the context of CFG?

<p>Grammatical rules and regulations</p> Signup and view all the answers

What is the difference between concatenation and intersection of two FA's?

<p>Intersection accepts strings accepted by both FA's independently, while concatenation accepts strings where the first part is accepted by the first FA and the remaining part by the second FA.</p> Signup and view all the answers

What is the difference between union of two FA's and addition of them?

<p>There is no difference between the union of two FA's (FA1 U FA2) and the addition of them (FA + FA2), as both operations represent the combination of the languages of the FA's.</p> Signup and view all the answers

What are the strings that ending in 'a' and contain exactly one 'a'?

<p>All strings ending in 'a'</p> Signup and view all the answers

What is a Lexical Analyzer?

<p>The first phase of the compiler that recognizes basic language units called tokens</p> Signup and view all the answers

Define accepting string language

<p>Strings that follow the rules of the language</p> Signup and view all the answers

Explain transition table

<p>A tabular representation of a function that takes two arguments and returns a value</p> Signup and view all the answers

What is meant by transition?

<p>Transfer of a letter from one state to another after being read</p> Signup and view all the answers

Define Null

<p>A string having no letter</p> Signup and view all the answers

Explain how to obtain 9's complement

<p>(r - 1)'s complement of a number N in base r is rn - r - m - N</p> Signup and view all the answers

What is a DELAY box?

<p>A component that holds input for some time and forwards it</p> Signup and view all the answers

Explain the difference between Regular Languages and Non-Regular Languages

<p>Languages determined by regular expressions are regular; otherwise, they are non-regular</p> Signup and view all the answers

What is an NFA?

<p>A nondeterministic finite state automaton where the next state is not uniquely determined by current state and input</p> Signup and view all the answers

Explain the main difference between NFA and FA

<p>NFA allows various moves and multiple next states; FA has unique transitions with no choices</p> Signup and view all the answers

What is the difference between strings and words of a language?

<p>A string is any combination of the letters of an alphabet whereas the words of a language are the strings that are always made according to certain rules used to define that language.</p> Signup and view all the answers

What is the difference between a semiword and a word?

<p>A word consists of only terminals, while a semiword contains a terminal concatenated with exactly one nonterminal on the right</p> Signup and view all the answers

Explain the difference between a derivation tree and a total tree

<p>A derivation tree shows the derivation of a specific word of the language, while a total tree shows all words of the language</p> Signup and view all the answers

What is the difference between an alphabet and an element of a set?

<p>An Alphabet is a set in itself. The elements of an Alphabet are called letters.</p> Signup and view all the answers

What is a Null String?

<p>The string with zero occurrences of symbols (letters) from an alphabet. It is denoted by (Small Greek letter Lambda) or (Capital Greek letter Lambda), is called an empty string or null string.</p> Signup and view all the answers

How can you identify a production such that ambiguity is removed?

<p>Practice and familiarity with production rules help in removing ambiguity</p> Signup and view all the answers

Explain the difference between Nullable and Null production and describe how to handle them in CFG

<p>Null production produces empty string, while nullable production can lead to empty string through derivation; To handle, delete null productions and add appropriate new productions</p> Signup and view all the answers

What is a Palindrome?

<p>The language consisting of (Null String) and the strings s defined over an Alphabet such that Rev(s)=s.</p> Signup and view all the answers

What is meant by valid and invalid alphabets?

<p>Valid alphabets consist of more than one symbol where no letter is the prefix of another letter of the same alphabet. Invalid alphabets have letters that start with or end in other letters of the same alphabet.</p> Signup and view all the answers

What is the Pumping Lemma and its significance in language recognition?

<p>The Pumping Lemma is a theorem to verify the regularity of infinite languages; It ensures that regular languages exhibit loops</p> Signup and view all the answers

What is ALGOL?

<p>ALGOL (ALGOrithmic Language) is one of several high-level languages designed specifically for programming scientific computations.</p> Signup and view all the answers

What are Sequential Operators?

<p>Sequencing operators are operators that match elements in sequence, such as 'a &gt;&gt; b', 'a &amp;&amp; b', and 'a || b'.</p> Signup and view all the answers

What is the difference between Non-Determinism and Determinism?

<p>Determinism means that a machine knows what to do for every possible input, while Non-Determinism means the machine may or may not know what to do on all possible inputs.</p> Signup and view all the answers

What are Equivalent FA's?

<p>FA's that accept the same set of languages are called Equivalent FA's.</p> Signup and view all the answers

What is the difference between Palindrome and Reverse function?

<p>Palindromes are words of a language where the reverse function returns the same string. Reverse function simply reverses a string.</p> Signup and view all the answers

Define Kleene Star?

<p>Given an Alphabet, the Kleene Star Closure, denoted by *, is the collection of all strings defined over the alphabet, including the empty string.</p> Signup and view all the answers

Explain Valid/In-Valid alphabets?

<p>Any alphabet is valid if none of its letters appear at the start of any other letter. Otherwise, it is invalid.</p> Signup and view all the answers

What is Reverse of a string?

<p>The reverse of a string means to write the string in reverse order. This operation does not change the alphabet.</p> Signup and view all the answers

Differentiate Kleene Star Closure and PLUS?

<p>Kleene Star Closure includes the empty string, while PLUS operation does not generate the empty string automatically.</p> Signup and view all the answers

Define Regular Expression?

<p>Regular Expression is the generalized form of any regular language through which you can construct any string related to that language.</p> Signup and view all the answers

What is FA (Finite Automaton)?

<p>FA (Finite Automaton) is a finite state machine that recognizes a regular language.</p> Signup and view all the answers

What is the concept of the Union of FA's?

<p>Taking the union of two FA's means the resulting FA should accept all the words accepted by the two FA's individually.</p> Signup and view all the answers

What is the difference between TG and GTG?

<p>TG has letter transitions for the strings, while GTG has whole regular expressions as transitions between states.</p> Signup and view all the answers

How can one create a Regular Expression of a particular language?

<p>There is no fixed formula to generate Regular Expressions. It is based on the specific language and patterns.</p> Signup and view all the answers

Is it possible to make CFG for infix and postfix expressions using derivation tree?

<p>Yes, for both infix and postfix expressions</p> Signup and view all the answers

What are the uses of push down automata in computing?

<p>PDA is an enhancement in FAs where memory is attached to the machine. It is used in advanced electronic machines such as computers.</p> Signup and view all the answers

What is the difference between PUSH DOWN STACK and PUSH DOWN STORE?

<p>There is no difference. Both terms describe the memory structure attached with FAs to store characters.</p> Signup and view all the answers

How to accommodate NULL string if it is part of the language during converting from CFG to CNF and building FAs?

<p>In CNF, if null is part of the language, it is not included. This is the main change a language undergoes in CNF. FAs are drawn without affecting the language when null is part of it.</p> Signup and view all the answers

How to accommodate NULL string if it is part of the language during converting from CFG to CNF and in building PDA?

<p>In CNF, null is not part of the language. The only change in CNF is excluding null. When building a PDA from CFG, the language remains the same as the original CFG.</p> Signup and view all the answers

What is a Pushdown Automaton?

<p>PDA consists of input letters, input tape, stack characters, a pushdown stack, start state, accept and reject states, push state, pop state, and read state.</p> Signup and view all the answers

Why do we study Automata?

<p>Automata theory helps in studying abstract computing devices and what is computable using an abstract machine. It is fundamental for creating compilers, programming languages, and analyzing new computing devices.</p> Signup and view all the answers

What are the rules to form WORDS in languages developed by Automata? Are strings not following any rule?

<p>Rules for forming words vary for different languages. Strings must adhere to the defined rules of the language. For example, even and odd length strings have different valid and invalid word patterns.</p> Signup and view all the answers

What are graphs of palindromes of length 2n and length 2n-1?

<p>Palindromes of even length are symmetric about the middle line, while palindromes of odd length are symmetric about the middle letter. Palindromes of length 2n and 2n-1 depend on the alphabet used.</p> Signup and view all the answers

How can we write a RE for a given number of words?

<p>Regular expressions for a specific number of words can be written using the alphabet of the language. Example: (a+b)3 represents all possible strings with the length of 3, where 'a' and 'b' are the alphabet characters.</p> Signup and view all the answers

Why we use Capital Letters for Languages. Is it possible to combine two languages together like EVEN-EVEN & EQUAL?

<p>Capital letters are used for convenience when representing languages. Yes, two languages can be combined by using operations like union, intersection, etc.</p> Signup and view all the answers

What are the rules for determining RE for a given language defined on a set?

<p>Rules include defining languages for single letters, product of two languages, union of sets, and Kleene closure. These rules establish a language associated with each regular expression.</p> Signup and view all the answers

What is EVEN-EVEN LANGUAGE?

<p>Even-Even language refers to strings where the counts of 'a's and 'b's are both even. It can be divided into substrings of length 2 each.</p> Signup and view all the answers

What is tokenizing string?

<p>Tokenize a string means make its valid units.</p> Signup and view all the answers

What is the definition of Kleene star?

<p>Whole star of any regular expression means all possible combinations of that regular expression, including empty string.</p> Signup and view all the answers

How is the plus operator used in Automata?

<p>Plus operation is similar to Kleene Star Closure, but it does not generate a null string automatically.</p> Signup and view all the answers

Why do we use null string in Finite Automata?

<p>Null string is used in FA if it is part of the language, but it is not compulsory to include.</p> Signup and view all the answers

What is the difference between (a, b) and (a + b)?

<p>(a, b) represents the combination of a and b, while (a + b) represents either a or b</p> Signup and view all the answers

What is the difference between (a+b)+ and (a+b)*?

<p>(a + b)+ means repeat the expression one or more times, while (a + b)* means repeat the expression zero or more times</p> Signup and view all the answers

What is the length of a string?

<p>The length of a string indicates the number of symbols in that string.</p> Signup and view all the answers

Every Finite Automaton is also a Transition Graph.

<p>False</p> Signup and view all the answers

Match the following: Difference between FA, TG and GTG

<p>FA = Finite Automata with unique transitions TG = Generalization of FA with additional features GTG = Directed edges labeled with regular expressions</p> Signup and view all the answers

Explain the language L of strings defined over ∑ = {0,1} having double 0's and double 1's.

<p>Language of strings with substring 00 or 11 in them at least. Minimum words included in this language are 00 and 11. This language does not accept null, 0, or 1.</p> Signup and view all the answers

What are the differences between single 1 and 0 and double 1's and 0's?

<p>Single 0's or 1's means words with either 0's or 1's without null. Double 0's or 1's means clumps of letters that will always come together.</p> Signup and view all the answers

On what basis do we select initial and final states?

<p>It depends on the expression given to us.</p> Signup and view all the answers

How do we know the number of states in a given expression?

<p>There is not any formal procedure to know the number of states. This ability improves with time and practice.</p> Signup and view all the answers

How do we develop the rules of transition?

<p>Transition means which letter, after being read, is transferred from which place to which place. It is necessary to show the transition of every letter from each state.</p> Signup and view all the answers

Can we accept the strings going from final to initial?

<p>No, if any state starts from the final state, it does not accept any string. It does not accept the null string either, as there is no path starting from the initial state and ending in the final state.</p> Signup and view all the answers

What are the basic rules to build FA?

<p>A Finite Automaton (FA) should accept all words of the language and reject all words not part of the language. Any FA meeting these criteria is suitable for the language.</p> Signup and view all the answers

What is a Dead state?

<p>The DEAD STATE is introduced to be able to make an automaton complete without altering its behavior.</p> Signup and view all the answers

Study Notes

Strings and Languages

  • A string is a combination of letters from an alphabet, while a word of a language is a string that follows certain rules defined by the language.
  • Example: if the alphabet is {a, b}, then the strings are a, b, aa, ab, ba, bb, aaa, ..., but the words of the language are only those that follow specific rules, such as having only odd numbers of b's and no a's.

Alphabet and Elements

  • An alphabet is a set of letters, and its elements are the individual letters.
  • Example: the binary alphabet is {0, 1}, where 0 and 1 are the elements.

Null String

  • A null string is a string with zero occurrences of symbols from the alphabet, denoted by λ (lambda) or Λ (capital lambda).
  • It is an empty string.

Palindrome

  • A palindrome is a language consisting of the null string and strings that read the same backwards as forwards.
  • Examples of palindromes include aa, aba, bbb, aabaa, and bbbaaabbb.

Equivalent FA's

  • FA's that accept the same set of languages are called equivalent FA's.

Palindrome and Reverse Function

  • A palindrome is a language, while the reverse function is an operation that returns a string spelled backwards.
  • Example: the reverse of xxx is xxx, and the reverse of 623 is 326.

Kleene Star

  • The Kleene star closure of an alphabet Σ is the collection of all strings defined over Σ, including the null string.
  • Examples: if Σ = {x}, then Σ* = {ε, x, xx, xxx, ...}; if Σ = {0, 1}, then Σ* = {ε, 0, 1, 00, 01, 10, 11, ...}.

Valid and Invalid Alphabets

  • A valid alphabet is one where no letter appears as a prefix of another letter.
  • An invalid alphabet is one where a letter appears as a prefix of another letter.

Reverse of a String

  • The reverse of a string is the string spelled backwards.
  • The reverse operation has no effect on the alphabet.

Regular Expression

  • A regular expression is a generalized form of a regular language that can construct any string related to that language.
  • Examples: a* and a+ are regular expressions that generalize the languages L1 = {ε, a, aa, aaa, ...} and L2 = {a, aa, aaa, aaaa, ...} respectively.

Finite Automaton (FA)

  • A finite automaton is a finite state machine that recognizes a regular language.
  • It has a finite number of states, one initial state, and one or more final states.

Transition Graph (TG)

  • A transition graph is a generalization of a finite automaton.
  • It can change state without an input (null transition), and can read more than one letter along a transition edge.

Union of FA's

  • The union of two FA's is a new FA that accepts all the words accepted by the two FA's individually.
  • It is like taking the union of two sets, where the resulting set contains elements from both sets.

Non-Deterministic Finite Automaton (NFA)

  • An NFA is a generalization of an FA.
  • It may have more than one transition for a letter from a state, and may not have a transition for every letter from every state.

Generalized Transition Graph (GTG)

  • A GTG is a TG where the labels on the transition edges are regular expressions.
  • It is a more general form of a TG, where the labels on the edges can be regular expressions rather than just single letters.### Finite Automata (FA) and Nondeterministic Finite Automata (NFA)
  • A Deterministic Finite Automaton (DFA) is a FA where every state and input symbol uniquely determine the next state.
  • In NFA, the current state and input do not uniquely determine the next state, and a number of subsequent states (zero or more) are possible next states.
  • NFA is easier to represent a language using NFA, and we can convert NFA to DFA.
  • FA and NFA are both used to describe a language, but FA is more restrictive and requires a single next state for each state and input pair.

Understanding FA and NFA

  • To understand FA, start with the initial state, and read the string letter by letter, moving according to transitions from state to state.
  • If the string ends in a final state, it is accepted, otherwise, it is rejected.
  • For NFA, there may be no path or more than one path for a letter from a specific state.
  • Start traversing from the initial state, and if the string ends in a final state, it is accepted.

Converting NFA to DFA

  • We can convert NFA to DFA, but it is easier to build NFA and then convert it to DFA.

Closure of FA

  • To generate an NFA corresponding to the closure of an FA, take care of the null string.
  • Declare the initial state as final, but this will also accept other strings.
  • A more accurate way is to draw another state, declare the new state as initial and final, and connect it with the states originally connected to the old start state.

Union, Concatenation, and Closure of FA

  • The union of two FA's accepts all strings ending in a or ending in b.
  • The concatenation of two FA's accepts all strings whose first substring belongs to the first FA and the second substring belongs to the second FA.
  • The closure of an FA accepts all strings of the FA, including the null string.

Mealy and Moore Machines

  • Mealy and Moore machines are used to perform operations like incrementing and 1's complement.
  • They are important in computing as they are used as basic computer operations.

Pumping Lemma

  • Pumping Lemma I and II are used to recognize non-regular languages.
  • Pumping Lemma II is a more restrictive version of Pumping Lemma I.
  • The significance of Pumping Lemma II is that it can be used to prove that a language is non-regular even if some of its words may be accepted by a DFA.

Context Free Grammars (CFG)

  • CFG is used to describe a language.
  • Productions are the grammatical rules and regulations of CFG.
  • Derivation tree is used to derive words of a language described by a CFG.
  • A word is a complete combination of terminals only.
  • A semiword is a string of terminals concatenated with exactly one nonterminal on the right.

Push Down Automata (PDA)

  • PDA is an enhancement of FA with a memory attached to recognize some languages.
  • The memory is used to store characters in it.
  • PDA is used to recognize context-free languages.
  • The stack is used to store characters in it.
  • Tape consistency means we can read only the first letter on the tape, not any other letter.

Chomsky Normal Form (CNF)

  • A CFG is said to be in CNF if it has only productions of the form string of two nonterminals → nonterminal or one terminal → Nonterminal.
  • CNF is used to simplify the CFG.### Context Free Grammars and Regular Languages
  • Context Free Grammars are used to represent languages that cannot be written as Regular Expressions (REs)
  • Context Free Languages are a broader category that includes regular languages as a subcategory

Automata Theory

  • Automata Theory is the study of abstract computing devices, or "machines"
  • It describes what is possible to compute using an abstract machine
  • Ideas from Automata Theory apply to creating compilers, programming languages, and designing applications

Types of Automata

  • Finite Automata
  • Regular Languages
  • Linear-bounded Automata
  • Context Sensitive Languages
  • Push-Down Automata
  • Context Free Languages
  • Turing Machines
  • Recursively innumerable languages
  • Others: Random Access Machines, Parallel Random Access Machines, Arrays of Automata

Differences between Automata

  • Complexity (or Simplicity)
  • Power
  • Functions that can be computed
  • Languages that can be accepted

Alphabet and Elements

  • Alphabet is a set of letters
  • Element is a single letter or symbol in the alphabet

Strings and Words

  • A string is a finite sequence of symbols from an alphabet
  • A word is a combination of letters from the alphabet that follows the rules of the language
  • Examples of strings and words: abab, aa, bb, ...

Palindromes

  • A palindrome is a word that reads the same forward and backward
  • Example: PALINDROME = { , a, b, aa, bb, aaa, aba, bab, bbb, ...}
  • Not all words are palindromes (e.g., ba is not a palindrome)

Null String and Empty String

  • A null string is a string with no symbols (denoted by λ or ε)
  • An empty string is a string with no symbols (denoted by λ or ε)

Kleene Star

  • The Kleene Star Closure of an alphabet is the collection of all strings defined over the alphabet, including the null string
  • Examples: If Σ = {x}, then Σ* = { , x, xx, xxx, ...}
  • If Σ = {0, 1}, then Σ* = { , 0, 1, 00, 01, 10, 11, ...}

Lexical Analyzer

  • The first phase of a compiler
  • Recognizes basic language units, called tokens
  • Classifies tokens by token types (e.g., identifiers, constants, strings, operators, punctuation marks, and keywords)

Transition Table

  • A complete transition table contains one column for each character
  • Rows correspond to states
  • Columns correspond to inputs
  • Entries correspond to next states
  • The start state is marked with an arrow
  • The accepting states are marked with a star

NFA (Nondeterministic Finite Automaton)

  • A nondeterministic finite state automaton
  • Has multiple subsequent states (zero or more) possible next states of the automaton at every step of a computation
  • The only difference between NFA and FA is in the transition function

Main differences between NFA and FA

  • Finite Automata (FA) has unique transitions from each state
  • NFA has the freedom to do various different moves when in a state and seeing some input
  • This is modeled mathematically as the ability to be in various states at once

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