Northwestern University

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Filtering by: Creator Xuan, Melody Qiming Language en

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Methods for Derivative-Free Optimization with Applications in Machine Learning

Description:

Derivative-free optimization (DFO) has received growing attention due to important problems arising in practice. Various research communities, ranging from machine learning to engineering design, have adopted distinct DFO methods. In this thesis, we present extensive studies as a meaningful step towards a comprehensive understanding of DFO methods. We study the...

Subject:

Operations research

Creator:

Xuan, Melody Qiming

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

08/23/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16779 and etdadmin_upload_1014300