A way of problem solving by using a variety of methods (2,5,3,5)
I believe the answer is:
by trial and error
(Other definitions for by trial and error that I've seen before include "using past miscarriage of justice?" , "Experimentally" .)
I've seen this clue in the Sydney Morning Herald.
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