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GECCO
2005
Springer

Meta-grammar constant creation with grammatical evolution by grammatical evolution

9 years 8 months ago
Meta-grammar constant creation with grammatical evolution by grammatical evolution
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 incorporates grammatical ephemeral random constants, digit concatenation, and an expression based approach. It is found that the meta-grammar approach to constant creation is particularly beneficial on the dynamic problem instances in terms of the best fitness values achieved. Categories and Subject Descriptors I.2.0 [Computing Methodologies]: Artificial Intelligence— General General Terms Algorithms, Theory Keywords Constant Creation, Digit Concatenation, Ephemeral Random Constants, Genetic Programming, Grammatical Evolution, meta-Grammars
Ian Dempsey, Michael O'Neill, Anthony Brabazon
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where GECCO
Authors Ian Dempsey, Michael O'Neill, Anthony Brabazon
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