Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms
Martí Luis, Grimme Christian, Kerschke Pascal, Trautmann Heike, Rudolph Günter
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 uni- formly distributed subset of non-dominated solutions.
Keywords
averaged hausdorff distance; estimation of distribution algorithm; multiobjective optimization
Publication type
Abstract in Online-Sammlung (Konferenz)
Peer reviewed
Yes
Publication status
Published
Year
2015
Conference
Genetic and Evolutionary Computation Conference (GECCO '15)
Venue
Madrid, Spain
Start page
1427
End page
1428
Publisher
ACM
Place
New York, NY, USA
Language
English
ISBN
978-1-4503-3488-4
DOI
Full text