1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2022★ 1 cited
Repulsion dynamics for uniform Pareto front approximation in multi-objective optimization problems
Giacomo Borghi
Scalarization allows to solve a multi-objective optimization problem by solving many single-objective sub-problems, uniquely determined by some parameters. In this work, we propose…
math.OC2022
A consensus-based algorithm for multi-objective optimization and its mean-field description
Giacomo Borghi, Michael Herty, Lorenzo Pareschi
We present a multi-agent algorithm for multi-objective optimization problems, which extends the class of consensus-based optimization methods and relies on a scalarization strategy…