The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of COMMUNICATIONS
Transactions ID Number: 20-699
Full Name: Alexandru Smeureanu
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Octavian Goga 6, bloc M25, ap 55, sect 3, Bucharest
Country: ROMANIA
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E-mail address: alexandru.smeureanu@gmail.com
Other E-mails: dumitrescu.stefan@gmail.com
Title of the Paper: Using self organizing neural networks to improve optical network design
Authors as they appear in the Paper: Alexandru Smeureanu, Stefan D. Dumitrescu, Liviu A. Cotfas, Andreea Diosteanu
Email addresses of all the authors: alexandru.smeureanu@gmail.com, dumitrescu.stefan@gmail.com, lcotfas@gmail.com, andreea.diosteanu@gmail.com
Number of paper pages: 8
Abstract: The paper presents a model for data (IP) communication network design that uses self organizing neural networks and graph theory adapted algorithms to improve its reliability and efficiency. The resulting architecture is a layered hierarchical network; the first layer represents the core of the network and has a ring topology while the second layer has a tree topology with a maximum depth constraint. The model is aimed towards providing a close to optimal solution for large problem configurations that are unsolvable in polynomial time.
Keywords: self organizing neural network, graph algorithms, graph models
EXTENSION of the file: .pdf
Special (Invited) Session: Metropolitan fiber optical network planning model based on self organizing neural networks
Organizer of the Session: 653-316
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