Abstract:
When algorithms solve dynamic multi-objective optimisation problems (DMOOPs), performance
measures are required to quantify the performance of the algorithm and to compare
one algorithm’s performance against that of other algorithms. However, for dynamic multiobjective
optimisation (DMOO) there are no standard performance measures. This article
provides an overview of the performance measures that have been used so far. In addition,
issues with performance measures that are currently being used in the DMOO literature are
highlighted.