Abstract
Almost all approaches to multiobjec- tive optimization are based on Genetic Algorithms, and implementations based on Evolution Strategies (ESs) are very rare. In this paper, a new approach to multiobjective optimization, based on ESs, is pre- sented. The comparisons with other algorithms indi- cate a good performance of the Multiobjective Elitist Evolution Strategy.