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What is an optimization problem?

What is an optimization problem? Here are some definitions.

Noun
  1. (mathematics) The problem of finding the "best" solution from all feasible solutions, given constraints defining which of the solutions are feasible, and goal function defining which of the feasible solutions is the best one.
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