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CEC
2009
IEEE

Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution

10 years 12 days ago
Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution
This paper studies the difference between Persistent Random Constants (PRC) and Digit Concatenation as methods for generating constants. It has been shown that certain problems have different fitness landscapes depending on how they are represented, independent of changes to the combinatorial search space, thus changing problem difficulty. In this case we show that the method for generating the constants can also influence how hard the problem is for Genetic Programming.
Jonathan Byrne, Michael O'Neill, Erik Hemberg, Ant
Added 16 Feb 2011
Updated 16 Feb 2011
Type Journal
Year 2009
Where CEC
Authors Jonathan Byrne, Michael O'Neill, Erik Hemberg, Anthony Brabazon
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