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214
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GECCO
2005
Springer
16 years 9 days ago
2005
Springer
This paper presents a comprehensive, multivariate account of how initial population material is used over the course of a genetic programming run as while various factors influenc...
186
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GECCO
2005
Springer
16 years 9 days ago
2005
Springer
This study reports the work to date on the analysis of different methodologies for constant creation with the aim of applying the most advantageous method to the dynamic real wor...
186
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GECCO
2005
Springer
16 years 9 days ago
2005
Springer
This study examines the utility of meta-grammar constant generation on a series of benchmark problems. The performance of the meta-grammar approach is compared to a grammar which ...
176
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GECCO
2005
Springer
16 years 9 days ago
2005
Springer
Exploration/Exploitation equilibrium is one of the most challenging issues in reinforcement learning area as well as learning classifier systems such as XCS. In this paper1 , an i...
215
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MCS
2005
Springer
16 years 8 days ago
2005
Springer
We describe an ensemble learning approach that accurately learns from data that has been partitioned according to the arbitrary spatial requirements of a large-scale simulation whe...