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Filtering by: Creator Bollapragada, Vijaya Raghavendra Language en Resource type Dissertation Subject Operations research

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1. 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