Modelling Genetic Programming as a Simple Sampling Algorithm

Author(s):  
David R. White ◽  
Benjamin Fowler ◽  
Wolfgang Banzhaf ◽  
Earl T. Barr
2008 ◽  
Vol 19 (11) ◽  
pp. 1695-1703 ◽  
Author(s):  
AN-CHUNG CHENG ◽  
CHIEN-FU CHEN ◽  
CHAI-YU LIN

This study investigates the Bak–Tang–Wiesenfeld sandpile using a renormalization group (RG) approach based on the similarity of L × L RG cells of different scales. The fundamental difficulty of this approach arises from the lack of full enumeration of all relaxations inside a RG cell as L ≥ 3. This study develops a simple sampling algorithm to sample the relaxations and applies this algorithm to the RG calculations for L = 3, 4, and 8. As the fixed point analysis shows, increasing L does not lead the resultant height probabilities toward the exact solution.


Author(s):  
Marco Antonio Meggiolaro ◽  
Felipe Rebelo Lopes

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