A comprehensive review of the flowshop literature in the last 10 years is given.
The best heuristics and metaheuristics are identified.
A comprehensive computational and statistical evaluation is provided.
19 heuristics and 12 metaheuristics are compared.
We identify the state-of-the-art and propose a method for comparing heuristics.