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EITCA Academy

The European Information Technologies Certification Institute - EITCI ASBL

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Questions and answers designated by tag: Polynomial Time

Is P complexity class a subset of PSPACE class?

Saturday, 25 May 2024 by Emmanuel Udofia

In the field of computational complexity theory, the relationship between the complexity classes P and PSPACE is a fundamental topic of study. To address the query regarding whether the P complexity class is a subset of the PSPACE class or if both classes are the same, it is essential to consider the definitions and properties

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Space complexity classes
Tagged under: Computational Complexity, Cybersecurity, P, Polynomial Space, Polynomial Time, PSPACE

Can we can prove that Np and P class are the same by finding an efficient polynomial solution for any NP complete problem on a deterministic TM?

Saturday, 25 May 2024 by Emmanuel Udofia

The question of whether the classes P and NP are equivalent is one of the most significant and long-standing open problems in the field of computational complexity theory. To address this question, it is essential to understand the definitions and properties of these classes, as well as the implications of finding an efficient polynomial-time solution

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Time complexity classes P and NP
Tagged under: Computational Complexity, Cybersecurity, NP-Complete, P Vs. NP, Polynomial Time, Turing Machine

Can every context free language be in the P complexity class?

Saturday, 25 May 2024 by Emmanuel Udofia

In the field of computational complexity theory, particularly when examining the relationship between context-free languages (CFLs) and the P complexity class, it is essential to understand the definitions and properties of both CFLs and the P class. A context-free language is defined as a language that can be generated by a context-free grammar (CFG). A

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Context Free Grammars and Languages, Facts about Context Free Languages
Tagged under: Computational Complexity, Context-Free Languages, Cybersecurity, Deterministic Turing Machine, Parsing Algorithms, Polynomial Time

Can a problem be in NP complexity class if there is a non deterministic turing machine that will solve it in polynomial time

Friday, 24 May 2024 by Emmanuel Udofia

The question "Can a problem be in NP complexity class if there is a non-deterministic Turing machine that will solve it in polynomial time?" touches upon fundamental concepts in computational complexity theory. To address this question comprehensively, we must consider the definitions and characteristics of the NP complexity class and the role of non-deterministic Turing

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Definition of NP and polynomial verifiability
Tagged under: Computational Complexity, Cybersecurity, Decision Problems, Non-deterministic Turing Machine, NP, Polynomial Time

NP is the class of languages that have polynomial time verifiers

Thursday, 23 May 2024 by Emmanuel Udofia

The class NP, which stands for "nondeterministic polynomial time," is a fundamental concept in computational complexity theory, a subfield of theoretical computer science. To understand NP, one must first grasp the notion of decision problems, which are questions with a yes-or-no answer. A language in this context refers to a set of strings over some

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Definition of NP and polynomial verifiability
Tagged under: Computational Complexity Theory, Cybersecurity, Decision Problems, NP, Polynomial Time, Verifier

Is every context free language in the P complexity class?

Thursday, 23 May 2024 by Emmanuel Udofia

The question of whether every context-free language (CFL) resides within the complexity class P is a fascinating topic within computational complexity theory. To address this question comprehensively, it is essential to consider the definitions of context-free languages, the complexity class P, and the relationship between these concepts. A context-free language is a type of formal

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Time complexity classes P and NP
Tagged under: Complexity Class P, Context-Free Languages, Cybersecurity, CYK Algorithm, Deterministic Pushdown Automata, Polynomial Time

Is there a contradiction between the definition of NP as a class of decision problems with polynomial-time verifiers and the fact that problems in the class P also have polynomial-time verifiers?

Monday, 27 November 2023 by panosadrianos

The class NP, standing for Non-deterministic Polynomial time, is central to computational complexity theory and encompasses decision problems that have polynomial-time verifiers. A decision problem is one that requires a yes-or-no answer, and a verifier in this context is an algorithm that checks the correctness of a given solution. It’s important to distinguish between solving

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Definition of NP and polynomial verifiability
Tagged under: Computational Complexity Theory, Cybersecurity, Decision Problems, Non-deterministic Polynomial Time, Polynomial Time, Verification

Is verifier for class P polynomial?

Monday, 27 November 2023 by panosadrianos

A verifier for class P is polynomial. In the field of computational complexity theory, the concept of polynomial verifiability plays a important role in understanding the complexity of computational problems. To answer the question at hand, it is important to first define the classes P and NP. The class P, also known as "polynomial time,"

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Definition of NP and polynomial verifiability
Tagged under: Complexity Classes, Computational Complexity Theory, Cybersecurity, P Versus NP, Polynomial Time, Verifier

What is an NP-complete problem and why is it challenging to solve classically?

Sunday, 06 August 2023 by EITCA Academy

An NP-complete problem refers to a class of computational problems that are both in the complexity class NP (nondeterministic polynomial time) and are as hard as the hardest problems in NP. These problems have been extensively studied in the field of computational complexity theory and are known to be challenging to solve using classical computers.

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Introduction to Quantum Complexity Theory, Limits of quantum computers, Examination review
Tagged under: Computational Complexity, NP-Complete, Polynomial Time, Quantum Computing, Quantum Information, Travelling Salesman Problem

What is the definition of the class NP in the context of computational complexity theory?

Thursday, 03 August 2023 by EITCA Academy

The class NP, in the context of computational complexity theory, plays a important role in understanding the complexity of computational problems. NP stands for Nondeterministic Polynomial time, and it is a class of decision problems that can be efficiently verified by a nondeterministic Turing machine in polynomial time. In other words, NP represents the set

  • Published in Cybersecurity, EITC/IS/CCTF Computational Complexity Theory Fundamentals, Complexity, Proof that SAT is NP complete, Examination review
Tagged under: Computational Complexity Theory, Cybersecurity, Decision Problems, Nondeterministic Turing Machine, NP, Polynomial Time
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