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Which of the following is not true for problem reducibility ?

  • A.Satisfiability is not reducible to halting problem
  • B.Satisfiability is reducible to every NP-complete problem
  • C.Optimization problems reduce to their corresponding decision problem
  • D.Reducibility satisfies transitivity property

Answer: A

The statement that is not true is Satisfiability is not reducible to halting problem.

Satisfiability is decidable, and every decidable problem reduces to the halting problem: map each yes-instance to a machine that halts and each no-instance to one that loops, which a decider for SAT can do. So SAT is reducible to the halting problem.

The other statements are true. SAT is in NP and every other NP-complete problem is NP-hard, so SAT reduces to each of them. An optimisation problem can be solved with polynomially many calls to its decision version, for example by binary search on the bound. And reducibility is transitive: if A reduces to B and B to C, then A reduces to C.

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