We studied the effect of local search on multi-objective memetic algorithm.
The base algorithm is single surrogate-based multi-objective memetic algorithm.
We investigated four types of local search.
Local search based on achievement-type function were more robust than the others.
The achievement-type function found better solutions on real-world problem.