54 search results - page 7 / 11 » On improving genetic programming for symbolic regression |
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GECCO
2005
Springer
15 years 3 months ago
2005
Springer
Resource-Limited Genetic Programming is a bloat control technique that imposes a single limit on the total amount of resources available to the entire population, where resources ...
GECCO
2010
Springer
15 years 2 months ago
2010
Springer
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
EUROGP
2008
Springer
14 years 11 months ago
2008
Springer
We present PlasmidPL, a plasmid-inspired programming language designed for Genetic Programming (GP), and based on a chemical metaphor. The basic data structures in PlasmidPL are ci...
EUROGP
2009
Springer
15 years 4 months ago
2009
Springer
Code bloat, the excessive increase of code size, is an important issue in Genetic Programming (GP). This paper proposes a theoretical analysis of code bloat in GP from the perspec...
EUROGP
2010
Springer
14 years 11 months ago
2010
Springer
We propose a new framework based on Genetic Programming (GP) to automatically decompose problems into smaller and simpler tasks. The framework uses GP at two levels. At the top lev...