Convex Optimization for Assignment and Generalized Linear Regression Problems

This thesis considers optimization techniques with applications in assignment and generalized linear regression problems. The first part of the thesis investigates the worst-case robust counterparts of combinatorial optimization problems with least squares (LS) cost functions, where the uncertainty...

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Bibliographic Details
Main Author: Tsakonas, Efthymios
Format: Doctoral Thesis
Language:English
Published: KTH, Signalbehandling 2014
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-150338
http://nbn-resolving.de/urn:isbn:978-91--7595-236-9