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Discovery
After the discovery of NP-complete, it became apparent that
some problems are just as hard but are not not decision problems
such as
- “Does a tour of given maximum length exists?” (in NP and NP-complete)
- “What is the shortest tour?” (not in NP, but just as hard or harder)
which gave birth to NP-hard.