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Generating conditional uniform random networks by optimization procedures

Autor
Nasini, S.; Castro, J.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
International Network Optimization Conference 2013
Any de l'edició
2013
Data de presentació
2013-05-22
Llibre d'actes
INOC 2013: International Network Optimization Conference, May 20-22, 2013
Pàgina inicial
16
Pàgina final
19
Editor
Universidad de La Laguna
Projecte finançador
MTM2012-31440 Optimization of large-scale structured problems. Applications to data confidentiality.
Repositori
http://hdl.handle.net/2117/20374 Obrir en finestra nova
URL
https://ddv.ull.es/users/inoc2013/public/Proceedings/PDFbook.pdf Obrir en finestra nova
Resum
Complex networks is a recent area of research motivated by the empirical study of real-world networks, such as social relations, protein interaction, neuronal connections, etc. As closed-form probabilistic models of networks are often not available, the ability of randomly generating networks verifying specic constraints might be useful. The purpose of this work is to develop optimization-based procedures to randomly generate networks with structural constraints, within the probabilistic framewo...
Citació
Nasini, S.; Castro, J. Generating conditional uniform random networks by optimization procedures. A: International Network Optimization Conference. "INOC 2013: International Network Optimization Conference, May 20-22, 2013". Tenerife: Universidad de La Laguna, 2013, p. 16-19.
Paraules clau
Block-angular problems, Conditional Random Networks, Interior Point Methods, Linear Programming, Social Networks.
Grup de recerca
GNOM - Grup d'Optimització Numèrica i Modelització

Participants

Arxius