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 / Poster

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

Pages range
1427-1428

Publisher
ACM

Place
New York, NY, USA

Language
English

ISBN
978-1-4503-3488-4

DOI

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