Browsing Complex and Adaptive Systems Laboratory by Subject "Modularity"

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An examination on the modularity of grammars in grammatical evolutionary design

Swafford, John Mark ; O'Neill, Michael (IEEE, 2010-07)

This work furthers the understanding of modularity in grammar-based genetic programming approaches by analyzing how different grammars may be capable of producing the same phenotypes, but still display differences in ...
Exploring grammatical modification with modules in grammatical evolution

Swafford, John Mark ; O'Neill, Michael ; Nicolau, Miguel ; Brabazon, Anthony (Springer, 2011-04-27)

There have been many approaches to modularity in the field of evolutionary computation, each tailored to function with a particular representation. This research examines one approach to modularity and grammar modification ...
A non-destructive grammar modification approach to modularity in grammatical evolution

Swafford, John Mark ; Hemberg, Erik ; O'Neill, Michael ; Nicolau, Miguel ; Brabazon, Anthony (ACM, 2011-07-12)

Modularity has proven to be an important aspect of evolutionary computation. This work is concerned with discovering and using modules in one form of grammar-based genetic programming, grammatical evolution (GE). Previous ...