Multi-objective Algorithms, Reference Set, Metrics
Computer Engineering | Computer Sciences | Electrical and Computer Engineering
Several metrics and indicators have been suggested in the past to evaluate multi-objective evolutionary and non-evolutionary algo- rithms. 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 parameter- ized with respect to a reference set, on which depend the properties of any metric.
Mohan C, Mehrotra K. Reference Set Metrics for Multi-objective Algorithms. In Swarm, Evolutionary, and Memetic Computing: Panigrahi B, Suganthan P, Das S, Satapathy S, editors.: Springer Berlin / Heidelberg; 2011. p. 723-30.