Consensus-based optimization and ensemble Kalman inversion for global optimization problems with constraints

We introduce a practical method for incorporating equality and inequality constraints in global optimization methods based on stochastic interacting particle systems, specifically consensus-based optimization (CBO) and ensemble Kalman inversion (EKI). Unlike other approaches in the literature, the m...

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Bibliographic Details
Main Authors: Carrillo, JA, Totzeck, C, Vaes, U
Other Authors: Bao, W
Format: Book section
Language:English
Published: World Scientific Publishing 2023