NP-hard - NP-naming Convention

NP-naming Convention

The NP-family naming system is confusing: NP-hard problems are not all NP, despite having NP as the prefix of their class name. However, the names are now entrenched and unlikely to change. On the other hand, the NP-naming system has some deeper sense, because the NP family is defined in relation to the class NP:

NP-hard
At least as hard as the hardest problems in NP. Such problems need not be in NP; indeed, they may not even be decision problems.
NP-complete
These are the hardest problems in NP. Such a problem is NP-hard and in NP.
NP-easy
At most as hard as NP, but not necessarily in NP, since they may not be decision problems.
NP-equivalent
Exactly as difficult as the hardest problems in NP, but not necessarily in NP.

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