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VTC
2010
IEEE
178views Communications» more  VTC 2010»
14 years 7 months ago
Load Balancing in Downlink LTE Self-Optimizing Networks
Andreas Lobinger, Szymon Stefanski, Thomas Jansen,...
GLOBECOM
2008
IEEE
14 years 9 months ago
Autonomous Network Management Using Cooperative Learning for Network-Wide Load Balancing in Heterogeneous Networks
Traditional hop-by-hop dynamic routing makes inefficient use of network resources as it forwards packets along already congested shortest paths while uncongested longer paths may b...
Minsoo Lee, Xiaohui Ye, Dan Marconett, Samuel John...
EUROGP
2010
Springer
217views Optimization» more  EUROGP 2010»
15 years 4 months ago
Evolving Genes to Balance a Pole
We discuss how to use a Genetic Regulatory Network as an evolutionary representation to solve a typical GP reinforcement problem, the pole balancing. The network is a modified ver...
Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
14 years 10 months ago
Unsupervised learning of echo state networks: balancing the double pole
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
Fei Jiang, Hugues Berry, Marc Schoenauer