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» Robustness in cooperative coevolution
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PR
2007
118views more  PR 2007»
15 years 5 months ago
A cooperative constructive method for neural networks for pattern recognition
In this paper, we propose a new constructive method, based on cooperative coevolution, for designing automatically the structure of a neural network for classification. Our appro...
Nicolás García-Pedrajas, Domingo Ort...
AE
2007
Springer
16 years 3 days ago
The Cooperative Royal Road: Avoiding Hitchhiking
We propose using the so called Royal Road functions as test functions for cooperative co-evolutionary algorithms (CCEAs). The Royal Road functions were created in the early 90’s ...
Gabriela Ochoa, Evelyne Lutton, Edmund K. Burke
JMLR
2008
141views more  JMLR 2008»
15 years 5 months ago
Accelerated Neural Evolution through Cooperatively Coevolved Synapses
Many complex control problems require sophisticated solutions that are not amenable to traditional controller design. Not only is it difficult to model real world systems, but oft...
Faustino J. Gomez, Jürgen Schmidhuber, Risto ...
ICC
2007
IEEE
229views Communications» more  ICC 2007»
16 years 7 days ago
CD-MAC: Cooperative Diversity MAC for Robust Communication in Wireless Ad Hoc Networks
— This paper proposes a medium access control (MAC) algorithm, called Cooperative Diversity MAC (CD-MAC), which exploits the cooperative communication capability to improve robus...
Sangman Moh, Chansu Yu, Seung-Min Park, Heung-Nam ...
CDC
2010
IEEE
15 years 28 days ago
A Switching strategy for robust cooperative exploration
Abstract-- This paper develops a switching strategy for networked mobile sensing agents to automatically decide when to perform individual exploration and when to perform cooperati...
Wencen Wu, Fumin Zhang