Reference Set Metrics for Multi-Objective Algorithms

  title={Reference Set Metrics for Multi-Objective Algorithms},
  author={Chilukuri K. Mohan and Kishan G. Mehrotra},
Several metrics and indicators have been suggested in the past to evaluate multi-objective evolutionary and non-evolutionary algorithms. However, these metrics are known to have many problems that make their application sometimes unsound, and sometimes infeasible. This paper proposes a new approach, in which metrics are parameterized with respect to a reference set, on which depend the properties of any metric.