2 citations · 3 across the 2 of their papers we have counts for
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MOCVXPY: a CVXPY extension for multiobjective optimization
Ludovic Salomon, Daniel Dörfler, Andreas Löhne
MOCVXPY is an open-source Python library for convex vector optimization. It is built on top of CVXPY, a domain-specific language for single-objective convex optimization. MOCVXPY e…
Efficient search strategies for constrained multiobjective blackbox optimization
Sébastien Le Digabel, Antoine Lesage-Landry, Ludovic Salomon +1
Multiobjective blackbox optimization deals with problems where the objective and constraint functions are the outputs of a numerical simulation. In this context, no derivatives are…
Handling of constraints in multiobjective blackbox optimization
Jean Bigeon, Sébastien Le Digabel, Ludovic Salomon
This work proposes the integration of two new constraint-handling approaches into the blackbox constrained multiobjective optimization algorithm DMulti-MADS, an extension of the Me…