Which class includes problems that are neither in NP nor in Co-NP?a.NPb.Pc.NP-Hardd.Co-NP
Question
Which class includes problems that are neither in NP nor in Co-NP?
- a. NP
- b. P
- c. NP-Hard
- d. Co-NP
Solution
The class that includes problems that are neither in NP nor in Co-NP is NP-Hard. Here's why:
a. NP: This class includes decision problems for which a given solution can be verified as correct or incorrect in polynomial time. If a problem is in NP, then there exists a 'verifier' for the problem that, given a certificate (or 'witness') along with an instance of the problem, can check whether the certificate is a solution to the instance in polynomial time.
b. Co-NP: This is the class of problems for which a 'no' answer can be verified in polynomial time. In other words, if a problem is in Co-NP, then there exists a polynomial time verifier for the problem that, given a certificate along with an instance of the problem, can check whether the certificate proves that the instance is a 'no' instance.
c. NP-Hard: This class includes decision problems that are at least as hard as the hardest problems in NP. A problem is NP-Hard if an algorithm for solving it in polynomial time could be used to solve all problems in NP in polynomial time. However, this class is not limited to decision problems and it also includes problems that are harder than NP problems, i.e., problems that are neither in NP nor in Co-NP.
d. Co-NP: As explained above, this is the class of problems for which a 'no' answer can be verified in polynomial time.
So, the answer is c. NP-Hard.
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