Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms

Luis Martí,C. Grimme,P. Kerschke,H. Trautmann,G. Rudolph

Published 2015 in Annual Conference on Genetic and Evolutionary Computation

ABSTRACT

We propose a post-processing strategy which consists of applying the averaged Hausdorff indicator to the complete archive of solutions after optimization by multiobjective estimation of distribution algorithms (MEDAs) to select a uniformly distributed subset of non-dominated solutions.

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