LAMM-MMA: multiobjective memetic algorithm with local aggregate meta-model

Authors:
Martin Pilát;Roman Neruda
Affiliations:
Charles University in Prague, Prague, Czech Rep;Academy of Sciences of the Czech Republic, Prague, Czech Rep
Venue:
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Year:
2011

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Abstract

In this paper we describe a multiobjective memetic algorithm utilizing local distance based meta-models. This algorithm is evaluated and compared to standard multiobjective evolutionary algorithms (MOEA) as well as to a similar algorithm with a global meta-model.