Structure-Aware Methods in Large-Scale Computational Problems: Machine Learning, Optimization, and Control

Within the realm of computational methods, there has been a long-standing trade-off between the scalability of different techniques and their optimality guarantees. However, most of today’s systems—such as transportation, power, and brain networks—are large-scale and safety-critical, thereby requiri...

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Bibliographic Details

Main Author:	Fattahi, Salar
Format:	Dissertation
Language:	English
Published:	ProQuest Dissertations & Theses 01.01.2020
Subjects:	Engineering Industrial engineering Operations research
ISBN:	9798691236204
Online Access:	Get full text
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