Performance measures for dynamic multi-objective optimisation algorithms

摘要

When algorithms solve dynamic multi-objective optimisation problems (DMOOPs), performancemeasures are required to quantify the performance of the algorithm and to compareone algorithm’s performance against that of other algorithms. However, for dynamic multiobjectiveoptimisation (DMOO) there are no standard performance measures. This articleprovides 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 arehighlighted.