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Constrained consensus-based optimization

Published in arXiv (Cornell University) • Nov 20, 2021
NobleIDNI2P47W89R57S89
Authors:
Giacomo Borghi
,
Michaël Herty
,
Lorenzo Pareschi

Abstract

In this work we are interested in the construction of numerical methods for high dimensional constrained nonlinear optimization problems by particle-based gradient-free techniques. A consensus-based optimization (CBO) approach combined with suitable penalization techniques is introduced for this pur...

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