Is there any way to test an algorithm for perfect optimization?
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For those among us mortals that merely want to know if an algorithm:
there is an easy step called ‘benchmark’.
Pick up the best contenders in the area and compare them with your algorithm.
If your algorithm wins then it better matches your needs (the ones defined by
your benchmarks).