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GECCO
2008
Springer
13 years 7 months ago
2008
Springer
We describe the application of genetic programming (GP) to a problem in pure mathematics, in the study of finite algebras. We document the production of human-competitive results...
GECCO
2006
Springer
13 years 9 months ago
2006
Springer
Program bloat is a fundamental problem in the field of Genetic Programming (GP). Exponential growth of redundant and functionally useless sections of programs can quickly overcome...
ECEASST
2008
13 years 6 months ago
2008
Abstract: We describe the programming system for the graph-transformation lan, focusing on the implementation of its compiler and abstract machine. We also compare the system'...
IJISTA
2007
13 years 6 months ago
2007
: Genetic Programming (GP), a heuristic optimisation technique based on the theory of Genetic Algorithms (GAs), is a method successfully used to identify non-linear model structure...
EUROGP
2010
Springer
2010
Springer
Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover
13 years 7 months ago
This paper examines the impact of semantic control on the ability of Genetic Programming (GP) to generalise via a semantic based crossover operator (Semantic Similarity based Cross...