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» A Grid-Oriented Genetic Algorithm
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3DIM
2005
IEEE
15 years 9 months ago
Fitting of 3D Circles and Ellipses Using a Parameter Decomposition Approach
Many optimization processes encounter a problem in efficiently reaching a global minimum or a near global minimum. Traditional methods such as Levenberg-Marquardt algorithm and t...
Xiaoyi Jiang, Da-Chuan Cheng
VISUALIZATION
2005
IEEE
15 years 9 months ago
Quality Mesh Generation for Molecular Skin Surfaces Using Restricted Union of Balls
Quality surface meshes for molecular models are desirable in the studies of protein shapes and functionalities. However, there is still no robust software that is capable to gener...
Ho-Lun Cheng, Xinwei Shi
AISADM
2005
Springer
15 years 9 months ago
A Cooperative Multi-agent Data Mining Model and Its Application to Medical Data on Diabetes
Abstract. We present CoLe, a model for cooperative agents for mining knowledge from heterogeneous data. CoLe allows for the cooperation of different mining agents and the combinat...
Jie Gao, Jörg Denzinger, Robert C. James
GECCO
2005
Springer
111views Optimization» more  GECCO 2005»
15 years 9 months ago
XCS with eligibility traces
The development of the XCS Learning Classifier System has produced a robust and stable implementation that performs competitively in direct-reward environments. Although investig...
Jan Drugowitsch, Alwyn Barry
116
Voted
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
15 years 9 months ago
Co-evolving recurrent neurons learn deep memory POMDPs
Recurrent neural networks are theoretically capable of learning complex temporal sequences, but training them through gradient-descent is too slow and unstable for practical use i...
Faustino J. Gomez, Jürgen Schmidhuber