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» On the monotonization of the training set
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GECCO
2003
Springer
117views Optimization» more  GECCO 2003»
15 years 11 months ago
Improving Evolvability of Genetic Parallel Programming Using Dynamic Sample Weighting
Abstract. This paper investigates the sample weighting effect on Genetic Parallel Programming (GPP) that evolves parallel programs to solve the training samples captured directly f...
Sin Man Cheang, Kin-Hong Lee, Kwong-Sak Leung
AI
2010
Springer
15 years 11 months ago
Overlap versus Imbalance
Abstract. In this paper we give a systematic analysis of the relationship between imbalance and overlap as factors influencing classifier performance. We demonstrate that these t...
Misha Denil, Thomas P. Trappenberg
EH
1999
IEEE
140views Hardware» more  EH 1999»
15 years 11 months ago
On the Filtering Properties of Evolved Gate Arrays
A small gate array is evolved extrinsically to carry out a low pass filtering task defined over fifteen different frequencies. The circuit is evolved by assessing its response to ...
Julian F. Miller
HYBRID
1998
Springer
15 years 10 months ago
Switching Controllers Based on Neural Network: Estimates of Stability Regions and Controller Performance
This paper presents new results on switching control using neural networks. Given a set of candidate controllers, a pair of neural networks is trained to identify the stability reg...
Enrique D. Ferreira, Bruce H. Krogh
CANDC
2007
ACM
15 years 10 months ago
Software for systematic and imaginative exploration
This paper describes a software system that has been designed to enhance individual creativity. It was once thought that the era of information visualization would empower people ...
Daryl H. Hepting