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Multiple-gradient descent algorithm (MGDA) for multiobjective optimization

Published in Comptes Rendus. Mathématique • Mar 1, 2012
Authors:
Jean-Antoine Désidéri

Abstract

One considers the context of the concurrent optimization of several criteria J i ( Y ) ( i = 1 , … , n ), supposed to be smooth functions of the design vector Y ∈ R N ( n ⩽ N ). An original constructive solution is given to the problem of identifying a descent direction common to all criteria when t...

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