Elitism, Sharing and Ranking Choices in Evolutionary Multi-Criterion Optimisation
R.C. Pursehouse, Peter John Fleming · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2002
Elitism and sharing are two mechanisms that are believed to improve the performance of an evolutionary multi-criterion optimiser. The relative performance of of the two most popular ranking strategies is largely unknown. Using a new empirical inquiry framework, this report studies the effect of elitism, sharing and ranking design choices using a benchmark suite of two-criterion problems.........