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Filtering by: Creator Bollapragada, Vijaya Raghavendra Subject Operations research

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Methods for Deterministic and Stochastic Optimization

Description:

The goal of this thesis is to design practical algorithms for nonlinear optimization in the case where the objective function is deterministic or stochastic. Problems of this nature arise in many applications including machine learning and image processing. The thesis is divided into four main chapters. Chapters \ref{chap:Inexact}, \ref{chap:Adasample} and...

Subject:

Industrial engineering and Operations research

Creator:

Bollapragada, Vijaya Raghavendra

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:14659 and etdadmin_upload_662754