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Can a PDA recognize a language with an odd number of zeros and ones? Why or why not?

by EITCA Academy / Wednesday, 02 August 2023 / Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Pushdown Automata, PDAs: Pushdown Automata, Examination review

A pushdown automaton (PDA) is a computational model that extends the capabilities of a finite automaton by incorporating a stack. It is a theoretical construct used to study the computational complexity of languages and their recognition abilities. In the field of computational complexity theory, the PDA is an important tool for understanding the limitations and capabilities of different types of languages.

To determine whether a PDA can recognize a language with an odd number of zeros and ones, we need to consider the properties and constraints of PDAs. A PDA consists of a finite control unit, an input tape, and a stack. The finite control unit reads symbols from the input tape and transitions between states based on the current symbol and the top symbol of the stack. The stack allows the PDA to store and retrieve symbols, which enables it to recognize non-regular languages.

In the case of a language with an odd number of zeros and ones, we can construct a PDA that recognizes it. Let's consider a language L that contains strings with an odd number of zeros and ones. The PDA can be designed as follows:

1. Start in the initial state with an empty stack.
2. Read the input symbol from the tape.
3. If the symbol is a zero, push a special symbol onto the stack.
4. If the symbol is a one, pop a symbol from the stack.
5. Repeat steps 2-4 until the input tape is empty.
6. If the stack is empty at the end of the input, accept the string. Otherwise, reject it.

The PDA described above recognizes the language L because it ensures that for every zero encountered, a corresponding one is also encountered. If the number of zeros and ones is odd, there will be one extra one remaining on the stack at the end of the input, which causes the PDA to reject the string. On the other hand, if the number of zeros and ones is even, the stack will be empty at the end, and the PDA will accept the string.

A PDA can recognize a language with an odd number of zeros and ones. By utilizing its stack, the PDA can keep track of the number of zeros and ones encountered and determine whether the count is odd or even. This example demonstrates the expressive power of PDAs in recognizing non-regular languages.

Other recent questions and answers regarding EITC/IS/CCTF Computational Complexity Theory Fundamentals:

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  • Is PSPACE class not equal to the EXPSPACE class?
  • Is algorithmically computable problem a problem computable by a Turing Machine accordingly to the Church-Turing Thesis?
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  • Can every arbitrary problem be expressed as a language?
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View more questions and answers in EITC/IS/CCTF Computational Complexity Theory Fundamentals

More questions and answers:

  • Field: Cybersecurity
  • Programme: EITC/IS/CCTF Computational Complexity Theory Fundamentals (go to the certification programme)
  • Lesson: Pushdown Automata (go to related lesson)
  • Topic: PDAs: Pushdown Automata (go to related topic)
  • Examination review
Tagged under: Computational Complexity Theory, Cybersecurity, Language Recognition, Non-Regular Languages, Pushdown Automata, Stack Operations
Home » Cybersecurity / EITC/IS/CCTF Computational Complexity Theory Fundamentals / Examination review / PDAs: Pushdown Automata / Pushdown Automata » Can a PDA recognize a language with an odd number of zeros and ones? Why or why not?

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