Self-adaptive mate choice: Extending the selection model in genetic programming
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- @PhdThesis{Fry:thesis,
-
author = "Rodney Fry",
-
title = "Self-adaptive mate choice: Extending the selection
model in genetic programming",
-
school = "University of York",
-
year = "2004",
-
address = "UK",
-
keywords = "genetic algorithms, genetic programming",
-
URL = "http://ethos.bl.uk/OrderDetails.do?did=1&uin=uk.bl.ethos.437598",
-
abstract = "This thesis documents new extensions to the selection
model in genetic programming, intended to be analogous
to the more complex behaviour of selection in natural
evolution. More specifically, non-random mating models
of negative inbreeding and negative assortative mating
are presented. A model of psychological evolution is
also presented, allowing the mating strategy to change
throughout the evolutionary process. This approach
results in a preservation of structural and nodal
diversity, causing slower convergence. On average, the
schemes provide an increase in the success rate of the
system. An analysis of the computational effort
required by each of the selection schemes is presented,
concluding that some of the new selection schemes are
viable with regard to success rate return on processor
investment.",
-
notes = "uk.bl.ethos.437598
",
- }
Genetic Programming entries for
Rodney Fry
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