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Filtering by: Creator Albert Solomon Berahas Subject Engineering Sciences and Applied Mathematics

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Description:: The goal of this thesis is to develop practical algorithms with sound theoretical properties for three different subfields of nonlinear optimization: (i) Optimization Algorithms for Supervised Machine Learning; (ii) Derivative-Free Optimization; and (iii) Distributed Optimization. As such, the thesis is divided into three main chapters. The focus of Chapter 2...
Keyword:: Engineering Sciences and Applied Mathematics
Subject:: Engineering Sciences and Applied Mathematics
Creator:: Albert Solomon Berahas
Owner:: Scholarly Digital Publishing
Date Uploaded:: 02/22/2019
Date Modified:: 02/22/2019
Date Created:: 2018-01-01
Resource Type:: Dissertation

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