A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations

A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations

The paper presents a multi-fidelity extension of a local line-search-based derivative-free algorithm for nonsmooth constrained optimization (MF-CS-DFN). The method is intended for use in the simulation-driven design optimization (SDDO) context, where multi-fidelity computations are used to evaluate...

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Bibliographic Details
Main Authors: Riccardo Pellegrini, Andrea Serani, Giampaolo Liuzzi, Francesco Rinaldi, Stefano Lucidi, Matteo Diez
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Mathematics
Subjects:
derivative-free
line search
multi-fidelity
simulation-driven design optimization
Online Access:https://www.mdpi.com/2227-7390/10/3/481

Internet

https://www.mdpi.com/2227-7390/10/3/481

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