geneura-papers / 2016-HPCA-HPMOON

Paper on overlapping search space in moeas for HPCA Journal
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[Reviewer 2] Explain the chosen algorithm #5

Closed fergunet closed 7 years ago

fergunet commented 8 years ago

• 1.- The experimental section compares different strategies: among them and against a baseline NSGA-II. However, there are many different multi-objective algorithms in the literature (for example SPEA, MOEA/D), and also different flavors of them. I think that, at least in the scope of island-based models, the authors should demonstrate that their algorithm (or even strategy) is competitive compared to the state-of-the-art algorithms. I know that performing this kind of analysis is difficult, but otherwise does it has sense to use this strategy if the whole algorithm is not competitive?.