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Distributed convex optimization using ADMM

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Πολυτεχνείο Κρήτης   

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Ιδρυματικό Αποθετήριο Πολυτεχνείου Κρήτης   

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Distributed convex optimization using ADMM (EN)
Χριστοδουλεας Δημητριος (EL)
Christodouleas Dimitrios (EN)
Διγαλακης Βασιλης (EL)
Λιαβας Αθανασιος (EL)
Γαροφαλακης Μινως (EL)
Garofalakis Minos (EN)
Liavas Athanasios (EN)
Digalakis Vasilis (EN)
bachelorThesis
2014
Lately, in engineering it has been necessary to develop algorithms that handle “big data” optimization problems in a distributed manner. In this thesis, we present ADMM (Alternating Direction Method of Multipliers) algorithm, as the basic tool for solving these kinds of problems, and its application in machine learning and signal processing problems. (EN)
Learning, Machine,machine learning,learning machine (EN)
Convex optimization (EN)
Processing, Signal,signal processing,processing signal (EN)
Parallel algorithms (EN)
English
Πολυτεχνείο Κρήτης (EL)
Πολυτεχνείο Κρήτης::Σχολή Ηλεκτρονικών Μηχανικών και Μηχανικών Υπολογιστών (EL)
Technical University of Crete (EN)
Technical University of Crete::School of Electronic and Computer Engineering (EN)
Πολυτεχνείο Κρήτης
Ιδρυματικό Αποθετήριο Πολυτεχνείου Κρήτης
School of Electrical and Computer Engineering - Diploma Works



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