Circuit satisfiability problem: Given a Boolean combinatorial circuit composed…

2022

Circuit satisfiability problem: Given a Boolean combinatorial circuit composed of AND, OR and NOT gates, is it satisfiable? A one output Boolean combinatorial circuit is satisfiable means for the given inputs the output will be 1.

A. The circuit satisfiability problem belongs to class NP

B. The circuit satisfiability problem is at least as hard as any language in NP

C. The circuit satisfiability is NP-Complete

D. The size of the circuit is Θ(K2+1)

E. If P≠NP, this situation would contradict the NP-Completeness of the problem.

Choose the correct answer from the options given below:

  1. A.

    A, C, D Only

  2. B.

    B, D, E Only

  3. C.

    A, B, C Only

  4. D.

    B, C, D Only

Attempted by 49 students.

Show answer & explanation

Correct answer: C

Correct selection and reasoning:

Selected true statements:

  • The circuit satisfiability problem belongs to class NP: This is true because a proposed input assignment serves as a certificate and evaluating the output of a combinational Boolean circuit on that assignment can be done in time polynomial in the size of the circuit.

  • The circuit satisfiability problem is at least as hard as any language in NP (NP-hard): This is true because any nondeterministic polynomial-time computation can be encoded as a Boolean circuit that accepts exactly those inputs the machine would accept. Therefore every problem in NP can be reduced to circuit satisfiability.

  • The circuit satisfiability problem is NP-complete: Since it is both in NP and NP-hard, it meets the definition of NP-completeness.

Why the other statements are false or unsupported:

  • A stated formula about the circuit size being Θ(K 2 +1) is not generally correct as given: circuit size depends on the encoding and on what K denotes; the provided expression is unsupported and not a standard property of circuit satisfiability.

  • The claim that 'if P ≠ NP this situation would contradict NP-completeness' is incorrectly worded and false: NP-completeness is a statement about relative difficulty inside NP. If P = NP then all NP-complete problems would be in P; P ≠ NP does not contradict a problem being NP-complete.

Final conclusion: The correct true statements are the membership in NP, the NP-hardness, and therefore NP-completeness. The combination that lists those three statements is the correct answer.

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